• Search Menu
  • Sign in through your institution
  • Advance Articles
  • Author Guidelines
  • Reviewer Guidelines
  • Submission Site
  • Open Access Options
  • Self-Archiving Policy
  • Publish with us
  • About Oxford Open Materials Science
  • Editorial Board
  • Advertising & Corporate Services
  • Journals on Oxford Academic
  • Books on Oxford Academic

Issue Cover

Article Contents

Introduction, history and nomenclature, classification of pyrolysis process, pyrolysis mechanism, applications of pyrolysis, conclusion and way forward, acknowledgments.

  • < Previous

A comprehensive review of the pyrolysis process: from carbon nanomaterial synthesis to waste treatment

ORCID logo

  • Article contents
  • Figures & tables
  • Supplementary Data

Mamta Devi, Sachin Rawat, Swati Sharma, A comprehensive review of the pyrolysis process: from carbon nanomaterial synthesis to waste treatment, Oxford Open Materials Science , Volume 1, Issue 1, 2021, itab014, https://doi.org/10.1093/oxfmat/itab014

  • Permissions Icon Permissions

Thermally induced chemical decomposition of organic materials in the absence of oxygen is defined as pyrolysis. This process has four major application areas: (i) production of carbon materials, (ii) fabrication of pre-patterned micro and nano carbon-based structures, (iii) fragmentation of complex organic molecules for analytical purposes and (iv) waste treatment. While the underlying process principles remain the same in all cases, the target products differ owing to the phase and composition of the organic precursor, heat-treatment temperature, influence of catalysts and the presence of post-pyrolysis steps during heat-treatment. Due to its fundamental nature, pyrolysis is often studied in the context of one particular application rather than as an independent operation. In this review article, an effort is made to understand each aspect of pyrolysis in a comprehensive fashion, ensuring that all state-of-the-art applications are approached from the core process parameters that influence the ensuing product. Representative publications from recent years for each application are reviewed and analyzed. Some classical scientific findings that laid the foundation of the modern-day carbon material production methods are also revisited. In addition, classification of pyrolysis, its history and nomenclature and the plausible integration of different application areas are discussed.

Pyrolysis is the key process in carbon nanomaterial synthesis [ 1–4 ], bulk carbon production [ 5 , 6 ], fabrication of carbon-based devices [ 7–10 ], fuel generation from organic waste [ 11–13 ] and molecule fragmentation for their analysis via gas chromatography–mass spectroscopy (GC–MS) [ 14–16 ]. Primary examples of the technologically significant carbon materials prepared via pyrolysis include graphene [ 1 , 17 , 18 ], carbon nanotubes (CNTs) [ 1 , 19 , 20 ], carbon fibers (CFs) [ 1 , 21–23 ], diamond-like carbon (DLC) coatings [ 2 , 24 ] and other industrial carbons such as glass-like carbon (GC) [ 7 ] and graphite [ 5 ].

Unlike other manufacturing materials such as metals, the production of carbon relies heavily on synthetic routes. In fact, certain carbon allotropes (e.g. GC) are exclusively synthetic. Majority of carbon manufacturing pathways are based on pyrolysis, where a suitable organic precursor is heated to elevated temperatures in an inert environment and in some cases, a catalyst. This leads to a thermal decomposition of the precursor and the release of non-carbon atoms in various forms. Owing to carbon’s high thermal stability (in the absence of oxidants), some fraction of solid carbon is always obtained as a residue or in the form of smoke. This reactive solid carbon can potentially adopt numerous microstructural configurations, depending upon the type of precursor, its decomposition pattern, applied pressure (if any), the formation pathways of the larger carbon moieties and the thermodynamic stability of pyrolysis products [ 12 , 25 ]. This principle has been used for manufacturing various crystalline as well as disordered carbons for several decades [ 26 , 27 ]. With the advent of nanotechnology, the pyrolysis process and precursors have been optimized to yield the nano-scale one- and two-dimensional carbon structures. Modern-day chemical vapor deposition (CVD) technique designed for carbon nanomaterial synthesis is indeed based on the principle of pyrolysis [ 1 , 28 ]. Interestingly, the primary reason behind the popularity of carbon in nanotechnology is the ease with which different carbon nanoforms can be deposited onto a range of substrates [ 6 ]. Needless to say, optimization of pyrolysis process is of utmost importance to anyone working in the field of carbon materials and associated technology.

Some large-scale industrial carbon materials such as graphite can be procured via mining. However, their synthetic production yields a high purity material and is therefore preferred. Pyrolysis additionally offers the possibility of tuning the microstructure of the ensuing carbon (e.g., enhancement of graphitic content [ 29 , 30 ]), rendering the pyrolysis-assisted production more popular. Depending upon the type of carbon as well as the scale of reaction, these materials can be produced as films on a substrate or part [ 31 ], or as micro- and nano-scale structures that are pre-patterned employing lithographic techniques [ 7 , 9 ]. The organic precursors may range from very simple molecules such as methane to a complex mixture of high molecular weight polymers and other hydrocarbons [ 12 , 32 ]. Pyrolytic decomposition is also an extensively used process in the petrochemical refineries [ 33 ]. The fact that a variety of heavy hydrocarbons can be broken into smaller molecules that can be further fractionalized is utilized for decomposing the solid organic waste. Here, a mixture of organic (natural and/or synthetic) waste is often heat-treated in large-scale reactors or plants in order to produce useful chemicals [ 34 ].

A reaction is designated pyrolysis if (i) the precursor material is in the decomposition phase rather than bond formation and (ii) the cleavage of bonds is solely thermal. However, in many instances, the heat-treatment may also lead to partial bond formation along with dissociation, which cannot be clearly differentiated from pyrolysis. In certain reactions, the temperature-induced chemical modifications may not be solely thermal. For example, the presence of oxygen within the pyrolyzing precursor can lead to partial combustion of the material. Other reagents such as hydrogen may be present to dilute the precursor for prevention of excessive formation of a particular product [ 35 ]. The use of the term pyrolysis can be often found in the literature of such processes as well, which is acceptable as long as the primary decomposition mechanism is thermal. Notably, pyrolysis is different from both combustion and natural decomposition owing to its very definition.

It is evident that pyrolysis is a very versatile process, which is used in wide range of applications directly or indirectly. Unfortunately, this versatility is also responsible for the fact that this process is often studied only in the context of one specific research field [ 18 , 36–41 ]. Different scientific communities may even use different nomenclature for essentially the same process. Often the connection is missing between various research fields that utilize the same principles and processes, with differences only in terms of process parameters. In this contribution, our goal is to compile a comprehensive review of the pyrolysis process that encompasses (i) its fundamental principles and mechanism, (ii) classification, (iii) process parameters and their tuning, (iv) all application areas with respective examples and finally, (iv) a comparison and possible integration of different application areas. This is particularly of interest for the development of energy materials and systems, which rely on pyrolysis in many ways.

The use of pyrolysis for technological applications dates back to almost two centuries when carbon filaments for incandescent lamps were reportedly derived from cellulose fibers extracted from cotton and bamboo [ 26 ]. Hollow carbon filaments similar to CNTs were observed as early as in 1952, which were formed by the thermal decomposition of gaseous hydrocarbons in a closed retort [ 27 , 42 ]. Single crystal graphite (now known as graphene) was produced by thermal decomposition of acetylene around the same time [ 43 ]. Some early primary batteries utilized during the WW-II contained pyrolytic carbon materials (e.g. charcoal) in the electrodes of the Leclanché cell [ 44 ].

Pyrolysis is also responsible for the formation of carbonaceous materials below the Earth’s crust, which is integrated with the carbon cycle. In fact, an entire branch of carbon science, Deep Carbon study, is dedicated to understanding the fate of different types of organic materials under harsh geophysical and environmental conditions [ 45 ]. These so-called deep carbons constitute approximately 90% of the Earth’s total carbon [ 45 ]. Such investigations reveal the possible pathways of formation of different carbon allotropes due to tectonic movements, sudden changes in the temperatures, meteorite impacts, high-pressure as well as other extreme conditions. Formation of graphite in the sedimentary rocks is believed to have originated from the organic matter trapped within rocks, where each pore of the rock may have served as a ‘reaction chamber’, thus facilitating pyrolysis over millions of years [ 46 , 47 ]. Various carbon allotropes are present at varying depths under the Earth’s crust, depending upon the different temperature and pressure conditions experienced by the initial organic matter.

Nomenclature

The term pyrolysis should only be used to allude to chemical reactions taking place at temperature significantly higher than the ambient temperature in order to differentiate between pyrolysis and natural chemical decomposition. A chemical reaction taking place between 100°C and 300°C, for example, may simply be called thermal degradation rather than pyrolytic decomposition, which typically takes place between 300°C and 800°C. Pyrolysis is also often associated with burning. Burning is a complex combination of combustion, pyrolysis due to heat generated by combustion, evolution of volatile compounds, steam distillation, aerosol formation, etc. [ 48 ]. A clear distinction between the processes of pyrolysis and combustion during burning is extremely difficult because the formation of free radicals during the reaction with oxygen can be involved in the pyrolytic decomposition of molecules [ 48 ]. In addition, the free radicals formed from molecules due to heat (pyrolysis) can be the initiators of a combustion process [ 49 ]. Any organic material undergoing combustion at some stage undergoes pyrolysis to produce gaseous fuels to further initiate the combustion process and generally yields very small molecules like H 2 O, CO 2 , CO and N 2 [ 50 ]. Therefore, utmost care must be taken while differentiating between these high-temperature processes as well as their nomenclature.

In the context of polymeric carbon research, the terms pyrolysis and carbonization are often used interchangeably. Notably, pyrolysis of a polymer produces tars, gases as well as solid carbon (also see the ‘Waste treatment via pyrolysis’ section). If the intended final product is carbon, pyrolysis can be considered as the pathway to carbonization. However, carbonization is the process that entails C–C bond formation that generally takes place between 800°C and 2000°C. If the material is heated further, this region (2000–3000°C) is referred to as graphitization [ 51 ]. There are examples of pyrolysis of coal to extract tars [ 52 ], volatile organic compounds (VOCs) [ 53 ] and char (carbon with impurities) [ 54 ] where each product has its own industrial relevance. This type of pyrolysis is more common for petroleum products. As such, both pyrolysis and carbonization are thermolysis processes but with different target products. Similarly, in the case of pyrolysis of light/gaseous hydrocarbons, the overall process is known as CVD. Importantly, the first step of the CVD process is pyrolysis, which is followed by the collection, migration and deposition/growth of the desired carbon nanomaterial. Discrepancies pertaining to nomenclature of these carbon nanomaterials are also relevant for carbon scientists. However, this vast topic is beyond the scope of this article. Interested readers may find the recommendations by Bianco et al. [ 55 ] helpful.

Pyrolysis can be classified based on (i) the phase of precursor, (ii) scale of reaction (which determines the type of reactor) and (iii) target product(s), as illustrated in Fig. 1 . Based on the precursor, pyrolysis can be classified into solid, liquid and gas phase. Solid phase pyrolysis primarily utilizes synthetic and natural polymers [ 13 , 56 ], solid petrochemicals such as coals and cokes [ 54 ] and hydrocarbons of mixed compositions such as biomass [ 40 , 57 ] or municipal solid waste (MSW) [ 58 , 59 ]. Production of mesophase carbons [a precursor for meso-carbon micro beads (MCMB), carbon foams, etc.] and the production of CF by pyrolysis of petroleum pitches [ 60 ] and naphthenic residues [ 61 ] fall under the category of liquid state pyrolysis. Notably, polymers are often in their liquid state when they are patterned or spun. But before their heat-treatment, they are typically cross-linked, dried and stabilized. Some precursors such as pitches may however be in the semi-solid state also during their heat treatment. Examples of further pyrolytic cracking of pyrolysis oil (the tarry product generated during waste pyrolysis) are also carried out with a liquid precursor [ 62 ]. Gas phase pyrolysis relies on the principle of cracking a hydrocarbon gas such as methane or acetylene at sufficiently high temperatures followed by the collection of solid carbon deposits onto a substrate. As the precursor is present in gas (vapor) phase, this entire process (pyrolysis followed by material deposition and film growth) is known as the CVD. CVD is a more general term that is also applicable to various other chemicals that yield non-carbon element or compound deposits. In the case of carbon materials, however, the precursor gas is essentially a hydrocarbon, and hence, the fundamental process responsible for the CVD is pyrolysis.

Different classification pathways of pyrolysis process.

Different classification pathways of pyrolysis process.

The second type of classification is based on the reaction scale and reactor type/size. Laboratory scale heat-treatment can be performed in a tube furnace, small reactors or chambers that can facilitate a controlled environment (e.g. inert gas or vacuum) [ 9 , 11 , 18 , 63 ]. In some cases, the size of the precursor sample may be extremely small (micro or even nano-gram scale), for example, in the case of analytical pyrolysis [ 64 ] used for fossils, and in situ pyrolysis investigations performed on a transmission electron microscope (TEM) [ 65 ]. Here, the pyrolysis chamber is associated with another instrument, that may entail specially designed chips [ 66 ], wires [ 67 ] or customized sample holders [ 68 ]. Industrial pyrolysis is either used for large-scale carbon material production or for the purpose of waste treatment. In waste pyrolysis, the availability of waste determines if the process should be batch or continuous. The feed waste is often pelletized prior to pyrolysis [ 69 ]. The common reactors used for waste pyrolysis are rotary kilns [ 70 ], fixed bed [ 71 ], fluidized bed [ 72 ], tubular and certain batch and semi-batch reactors [ 73 ]. Plasma is also used for waste pyrolysis, which requires a specialized plasma reactor [ 73 , 74 ]. Based on the target product, pyrolysis can be divided into three main classes: (i) carbon production, (ii) pyrolysis oil and synthetic gas production and (iii) hydrocarbon fragmentation for analytical purposes. Carbon production can be further divided into synthesis of nanomaterials, preparation of large-scale industrial carbons and carbon-conversion of polymer structures intended for device application. Details on each type of pyrolysis process will be discussed in subsequent sections.

Pyrolysis typically involves covalent bond dissociation and rearrangement, which takes place between 300°C and 800°C for most hydrocarbons. The mechanism may range from simple to very complex, depending upon the nature of the precursor. For example, methane can yield some carbon species along with hydrogen slightly above the temperature where its energy of formation becomes positive [ 75 ]. A polymer, on the other hand, may exhibit complicated fragmentation patterns with parallel secondary and tertiary reactions and release volatile byproducts. Salient features of light and heavy hydrocarbon pyrolysis are described below.

Pyrolysis of light hydrocarbon

Pyrolysis of hydrocarbon gases such as methane, ethane, acetylene and low boiling point liquids such as alcohols is carried out for the purpose of carbon nanomaterial production during their CVD [ 35 , 76 , 77 ]. A hydrocarbon molecule disintegrates at a temperature where its free energy of formation (Δ G f ) becomes positive [ 75 ]. Since, at all temperatures, finite partial pressure of various hydrocarbons is in equilibrium with hydrogen and solid carbon, its pyrolytic disintegration can never quantitatively lead to the formation of only carbon and hydrogen [ 78 ]. The equilibrium compositions are attainable only above the disintegration temperature for a particular hydrocarbon. The carbon solubility (total amount of gaseous hydrocarbons in equilibrium with carbon and hydrogen) reaches a minimum at a certain temperature for a given total pressure of the reaction chamber [ 78 ], which plays an important role in determining the optimum process pressure as well as the type of catalyst for carbon collection. At the temperatures corresponding to this carbon solubility minima, a spontaneous decomposition of the hydrocarbon takes place. Below this, the attainment of equilibrium is very slow. Consequently, other thermodynamically unstable hydrocarbons may exist in the reaction chamber [ 32 ].

For example, at pressure ≤ 10 − 2 bar and temperature > 500°C, the cracking of methane becomes thermodynamically feasible. This leads to the formation of ‘carbon smoke’ in the chamber, which contains various carbon species including thermodynamically unstable ones (i.e. radicals, carbon moieties having two to eight atoms and some cyclic structures). Around 900°C, methane gas approaches equilibrium with these solid carbon species and hydrogen, that is carbon solubility in gas phase exhibits a minimum. Hence, even though thermodynamics suggest that methane disintegrates at temperatures > 500°C), solid carbon deposits are only obtained around 900°C [ 32 ]. These carbon deposits are collected on to a catalytic substrate in the form of carbon films, tubes or other nano structures [ 31 ]. The catalyst plays an important role in determining the film growth rate, film thickness as well as the termination of reaction [ 79 ]. Further details on various catalysts are provided in the ‘Carbon nanomaterial synthesis’ section. Overall, the formation of carbon from light hydrocarbons follows three main reaction stages: (i) cracking of aliphatic hydrocarbons into smaller molecules or reactive species, (ii) cyclization of hydrocarbon chains to form aromatics and (iii) condensation of these aromatics to form polycyclic aromatics on a suitable substrate [ 32 ].

Pyrolysis of high molecular weight hydrocarbon

High molecular weight hydrocarbons include polymers, pitches, cokes and their mixtures. Their pyrolysis can be understood in terms of both chemical and physical changes, as discussed below.

Chemical aspects

During heavy hydrocarbon pyrolysis, a series of primary, secondary and tertiary reactions take place in parallel in a highly dynamic system [ 25 , 80 , 81 ]. The primary chemical changes that occur (generally in sequence) typically include (i) cleavage of C-heteroatom bonds to generate free radicals, (ii) molecular re-arrangement, (iii) thermal polymerization (iv) aromatic condensation and (v) elimination of H 2 from the side chains [ 81 ]. The bond cleavage is based on the bond dissociation energies (BDEs) of the specific carbon-heteroatom bond. Although these reactions take place in parallel, only one of them is dominant at a particular pyrolysis temperature [ 82 , 83 ]. For example, when we pyrolyze coal, at around 300–400°C, condensable coal-tar is released along with other volatiles due to reaction type (i), but at the same time, steps (ii) and (iii) occur in the remaining solid. With increasing temperature, step (iii) becomes dominant over other two steps and char or coke is obtained around 800°C [ 82 ]. One can terminate the heat-treatment process at any temperature, allowing only few of the aforementioned steps to complete. For treatment of waste, for example, the process is terminated at step (iii); hence, the maximum pyrolysis temperature does not exceed 800°C and the final solid residue contains pores and impurities [ 13 ].

In the case of carbon material production, the process is terminated after step (v). Here, the entire heat-treatment can be divided into three stages: pre-carbonation (pyrolysis), carbonization and graphitization (optional) [ 84 ]. Pre-carbonization stage encompasses breaking of C-heteroatoms bond and re-arrangement of the C–C bonds followed by dehydration and elimination of halogens below 500°C due to their lower BDEs (mostly < 450 KJ/Mol −1 ). At this stage, a rapid weight loss is observed due to the elimination of volatiles [ 85 ] and cyclization (formation of aromatic network) [ 86 ]. Above 500°C, bonds with higher BDEs ( > 600 KJ/Mol −1 ) are broken, and oxygen and nitrogen are eliminated. However, at this stage, the thermal polymerization is dominant [ 81 ] and the aromatic networks gets interconnected, resulting in primary volume shrinkage and rapid weight loss in the solid. This phase is called ‘carbonization’ stage, which takes place at temperatures > 800°C [ 51 ] and may extend up to 2000°C for some polymers. It is intuitive that an organic material of high molecular weight will decompose to form carbonaceous hydrocarbons of lower molecular weights. However, it is not always the case, as some organic molecules on pyrolysis may result in molecules larger than the starting ones. For example, during the thermal cracking of n -Hexadecane ( n -C 16 ) [ 87 ], along with the low molecular weight hydrocarbons, (alkanes (C 1 –C 14 ) and olefins (C 2 –C 15 )), higher molecular weight alkyl hexadecanes and alkanes (C 18 –C 31 ) are also obtained [ 87 ], which could be attributed to thermal polymerization.

Further heat-treatment above the temperature of 2000°C leads to gradual elimination of any structural defects due to aromatic condensation and the elimination of the last fragment of volatiles [ 81 ]. This stage is called the ‘graphitization’ stage, which takes place at temperatures above 2000°C [ 51 ]. Here, the crystallite diameter of residual pyrolytic carbon ( L a ) is increased and the stack thickness ( L c ) is decreased. An example of a heavy hydrocarbon precursor is poly-vinyl chloride (PVC), that undergoes all the three stages during its conversion into synthetic graphite [ 86 ].

Physical aspects

In terms of physical changes (e.g. phase, density and morphology), heavy hydrocarbons adopt one of the two possible mechanisms, known as coking and charring, during their pyrolysis. These principles are described in detail elsewhere [ 7 ]. Briefly, if the material experiences softening such that there is a liquid or semi-solid phase during its pyrolysis, it is said to undergo coking. Charring, on the other hand, refers to a relatively high rigidity and the protection of the carbon backbone in its nearly original morphology during and after its pyrolysis. These morphological aspects are of paramount importance when the target product is carbon. Precursors that undergo coking yield the carbon with an extremely flat surface and exhibit mostly microporosity. Charring leads to meso, macro as well as microporosity in the residual carbon.

Both physical and chemical aspects of pyrolysis are strongly influenced by (i) the highest process pyrolysis temperature, (ii) temperature ramp rate and (iii) residence (dwell) time at the highest temperature. The effect of these parameters on the composition and microstructure of the pyrolysis products is detailed in sections ‘Carbon nanomaterial synthesis’ and ‘Waste treatment via pyrolysis.’

Characterization of polymer pyrolysis

Physicochemical changes occurring during heat-treatment of a polymer can be studied by thermogravimetric analysis (TGA), differential thermal analysis (DTA) and by characterization of the material produced at different temperature points. One can also chemically analyze the volatile byproducts generated during the process via GC–MS [ 64 ]. Oils or tars can be separately collected using a condenser unit and then be further analyzed. Other characterization techniques such as elemental analysis, Raman spectroscopy, X-ray diffraction and neutron diffraction can be used for understanding the residual carbon [ 65 , 88–92 ].

In the recent past, some methods for observing the microstructural changes during the heat-treatment ( in situ ) have also been developed. Figure 2 is a collection of TEM, TGA, XRD and wide-angle neutron scattering (WANS)/wide angle X-ray scattering (WAXS) data that indicate the microstructural changes taking place in the solid residue during pyrolysis, which ultimately converts into different types of carbon. It can be clearly observed from the TEM images ( Fig. 2A and B ) that between 600°C and 800°C the material undergoes major microstructural changes and its fragments display a high mobility [ 65 , 88 ]. This is also supported by electrical and mechanical property tests of these intermediate materials [ 93 ]. TGA analysis ( Fig. 2C ) of cellulose indicates that there is a significant mass loss between 300°C and 400°C [ 89 ]. XRD data show an increased peak intensity from the (002) and (100) planes, suggesting a better order and crystallite growth in the resulting carbon with an increase in pyrolysis temperature in the range 500–900°C. It also reveals the shifting of the (002) peaks to higher angles with increasing temperatures ( Fig. 2D ) [ 90 ]. The ex situ WANS and WAXS data for carbon obtained from (poly)-furfuryl alcohol also confirm an increased order due to the annealing of some of the defects ( Fig. 2E ) [ 91 ]. Some other techniques used for in situ observations of pyrolysis include a study of planetary materials by Raman Spectroscopy integrated with Laser-heating [ 92 ].

In situ TEM images of a pyrolyzing SU-8 thin-film up to 1200°C, scale bars—1 nm (A), reproduced with permission from Sharma et al. [65]; TEM images of in-situ heating of photoresist, S1805 showing migration and merging of a small graphitic domains at various temperatures (B), reproduced with permission from Shyam Kumar et al. [88]; TG–DTG curves of in-situ pyrolysis of cellulose at a heating rate of 5°C/min (C), reproduced with permission from Zhu et al. [89]; in-situ XRD studies of pyrolysis of coals at various temperatures (XRD diffractograms) (D), reproduced with permission from Li et al. [90]; (ex-situ) WANS AND WAXS data of pyrolysis of poly-furfuryl alcohol at various temperatures (E), reproduced with permission from Jurkiewicz et al. [91]. TG-DTG, thermogravimetry-differential thermogravimetry.

In situ TEM images of a pyrolyzing SU-8 thin-film up to 1200°C, scale bars—1 nm ( A ), reproduced with permission from Sharma et al. [ 65 ]; TEM images of in-situ heating of photoresist, S1805 showing migration and merging of a small graphitic domains at various temperatures ( B ), reproduced with permission from Shyam Kumar et al. [ 88 ]; TG–DTG curves of in-situ pyrolysis of cellulose at a heating rate of 5°C/min ( C ), reproduced with permission from Zhu et al. [ 89 ]; in-situ XRD studies of pyrolysis of coals at various temperatures (XRD diffractograms) ( D ), reproduced with permission from Li et al. [ 90 ]; ( ex-situ ) WANS AND WAXS data of pyrolysis of poly-furfuryl alcohol at various temperatures ( E ), reproduced with permission from Jurkiewicz et al. [ 91 ]. TG-DTG, thermogravimetry-differential thermogravimetry.

A summary of applications of pyrolysis along with the associated manufacturing pathways is presented in Fig. 3 . Table 1 contains the typical temperature range and pyrolysis environment used in these different applications. As most of the application areas are rapidly progressing, one can find some variations in pyrolysis conditions for specific cases. We have summarized the typical values here. In the subsequent sections, we review the representative examples from each application area.

schematic representation of classification of applications of pyrolysis into four major areas: (A) carbon material production, (B) fabrication of carbon-micro nano devices, (C) chemical analysis of unknown samples by Py-GC–MS, (D) treatment of waste. CNF, carbon nanofibers; HOPG, highly oriented pyrolytic graphite.

schematic representation of classification of applications of pyrolysis into four major areas: ( A ) carbon material production, ( B ) fabrication of carbon-micro nano devices, ( C ) chemical analysis of unknown samples by Py-GC–MS, ( D ) treatment of waste. CNF, carbon nanofibers; HOPG, highly oriented pyrolytic graphite.

Typical temperature range and other parameters pertaining to different applications of pyrolysis

S. NoApplication areaPyrolysis conditionsTarget product and remarksRef.
1.Carbon material production600–1200°C, deposition on catalytic substrateCarbon nanomaterials by CVD (Graphene, CNT, VGCF)[ ]
350–600°C, in the presence of plasmaDLC coatings by PECVD[ , ]
900–2800°CSpun CFs; graphitic content in fibers is enhanced at high temperatures[ , ]
2500–3000°CHighly oriented pyrolytic graphite (HOPG) can also be prepared at lower temperatures under stress; precursor: pyrolytic graphite[ ]
2000–3000°CBulk GC; lower temperatures yield material with lower purity[ ]
900–1000°CPorous carbons that can be further activated[ ]
500–1000°CMesophase carbons (pitch and coke pyrolysis)[ ]
2.Fabrication of carbon-based micro-nano devices900–1100°CPrecursors: high carbon containing, lithography compatible polymers[ ]
3.Analytical pyrolysis300–1000°CFragmented hydrocarbons are analyzed using Py-GC–MS[ , ]
4.Waste treatment400–500°CAlmost equal proportion of char, pyro-oil, and syngas are obtained[ ]
500–700°CPyro-oil, major product. Often sold as an alternative fuel (obtained from plastic waste)[ , ]
700°CSyngas, the major product[ , ]
S. NoApplication areaPyrolysis conditionsTarget product and remarksRef.
1.Carbon material production600–1200°C, deposition on catalytic substrateCarbon nanomaterials by CVD (Graphene, CNT, VGCF)[ ]
350–600°C, in the presence of plasmaDLC coatings by PECVD[ , ]
900–2800°CSpun CFs; graphitic content in fibers is enhanced at high temperatures[ , ]
2500–3000°CHighly oriented pyrolytic graphite (HOPG) can also be prepared at lower temperatures under stress; precursor: pyrolytic graphite[ ]
2000–3000°CBulk GC; lower temperatures yield material with lower purity[ ]
900–1000°CPorous carbons that can be further activated[ ]
500–1000°CMesophase carbons (pitch and coke pyrolysis)[ ]
2.Fabrication of carbon-based micro-nano devices900–1100°CPrecursors: high carbon containing, lithography compatible polymers[ ]
3.Analytical pyrolysis300–1000°CFragmented hydrocarbons are analyzed using Py-GC–MS[ , ]
4.Waste treatment400–500°CAlmost equal proportion of char, pyro-oil, and syngas are obtained[ ]
500–700°CPyro-oil, major product. Often sold as an alternative fuel (obtained from plastic waste)[ , ]
700°CSyngas, the major product[ , ]

Carbon nanomaterial synthesis

CVD of carbon nanomaterials such as graphene, CNTs, vapour grown CF (VGCFs), VD diamonds and DLC films is based on the principle of pyrolysis [ 28 ], where a gaseous hydrocarbon is pyrolyzed. Historically, CVD and similar processes were used for carbon production as early as the 19th century [ 26 , 43 , 100 ]. However, various pyrolytic carbon materials were only considered as byproducts, as the ultimate goal was to synthesize graphite. Only in the last few decades the potential of carbon nanomaterials was recognized and they were studied as independent materials. Experimental work on single (2D) crystals of graphite was reported in the 1960s [ 43 , 101 ]. Prior to its synthesis, the electronic properties of this so-called 2D-graphite were theoretically studied in 1947 by Wallace [ 102 ]. Graphene-oxide, another derivative of single crystal graphite, was reported as early as 1859 [ 103 ] in a different context. The term ‘graphene’ was added to the IUPAC database in 1994, based on its experimental preparation reported in 1962 [ 101 ]. In 2004, Novoselov et al. [ 104 ] developed a novel method for obtaining graphene from HOPG by mechanical exfoliation, for which they were awarded the Nobel prize in 2010. With advances in nano-scale characterization techniques and extensive ongoing research across the globe, graphene has become one of the most technologically important materials of the 21st century. Apart from graphene, other carbon nanomaterials CNTs [ 105 ], VGCFs [ 21 , 106 ] and DLC [ 2 ] are also of immense technological significance. They are also prepared via pyrolysis of gaseous or light liquid hydrocarbons. The pyrolysis conditions as well as the morphology and type of catalytic substrates may differ in these cases. Table 2 contains the standard CVD parameters for synthesis of various carbon nanomaterials. More specific details are discussed below. As there are multiple detailed review articles and books available for each individual nanomaterial, we have only provided the details of their synthesis that fit in the scope of this review. For further reading, relevant reference material is suggested.

Carbon nanomaterials synthesized by gas phase pyrolysis (CVD) and their process parameters

S. No.Carbon nanomaterialPrecursor gasPyrolysis parametersRef.
1.Single-layer grapheneCH + H , C H , C H [ , ]
2.Multi-layer grapheneCH + H , C H , C H [ , ]
3.SWCNT + H

+ Ar,

O

10 nm)

[ , , ]
4.MWCNTC H , C H + N [1, ]
5.VGCF H , C H , C H ,

20 nm

[ , ]
6.VDDsCH + H /O [ ]
C H + O
7.DLC filmsCH , C H [ , ]
8.FullerenesCH + H [ , ]
C H + Ar + H
S. No.Carbon nanomaterialPrecursor gasPyrolysis parametersRef.
1.Single-layer grapheneCH + H , C H , C H [ , ]
2.Multi-layer grapheneCH + H , C H , C H [ , ]
3.SWCNT + H

+ Ar,

O

10 nm)

[ , , ]
4.MWCNTC H , C H + N [1, ]
5.VGCF H , C H , C H ,

20 nm

[ , ]
6.VDDsCH + H /O [ ]
C H + O
7.DLC filmsCH , C H [ , ]
8.FullerenesCH + H [ , ]
C H + Ar + H

SWCNT, single-walled CNTs, MWCNTs, multi-walled CNTs, VGCF, vapour grown CF.

Graphene is defined as a defect-free single layer of graphite. This material can also be prepared via mechanical or electrochemical exfoliation of HOPG (also see the section ‘Highly oriented pyrolytic graphite’) [ 104 ]. However, CVD is a bottom-up fabrication technique that is preferred for making relatively defect-free, large area graphene films [ 6 ]. For this purpose, a gaseous precursor such as methane, ethylene and benzene along with an inert gas (e.g. He and N 2 ) is fed into a reactor. The precursor gas disintegrates at approximately (600–1000°C) close to the surface of a heated catalyst (transition metals in most cases). The carbon species produced by this decomposition diffuse into the metal and precipitate out onto the metal surface, leading to nucleation and subsequent growth of graphene films. The quality of graphene can be controlled by optimizing the precursor gas flow rate, inert gas flow rate, catalyst, reaction time and the pressure inside the CVD chamber which affects the activation energy required for formation of graphene nuclei on the catalyst surface [ 110 , 111 ]. The formation of single-layer or multi-layer graphene depends upon the solubility of carbon and the catalyst used in the CVD process. Transition metals with unfilled d -orbitals (e.g. Co/Ni) exhibit higher affinity for carbon atoms and hence produce multi-layer graphene by dissolution and precipitation of carbon species, whereas the ones with filled d -orbitals (e.g. Cu/Zn) feature a low affinity to carbon, hence carbon diffuses onto the surface and forms mono-layer graphene [ 110 ]. Further, details on CVD reactor variations, various catalysts used, optimum temperature for graphene growth based on precursor–catalyst combination, can be found in some recent review articles on this topic [ 17 , 112–115 ]. CVD graphene is primarily used for its electrical properties after transferring it from the metal substrate to other suitable substrates [ 116 ]. For a detailed information on the applications of CVD graphene, a recent article by Saeed et al. [ 117 ] may be referred.

Carbon nanotubes

CNTs have the appearance of rolled-up single or multiple layers of graphene, which are designated as single-walled or multi-walled CNTs (SWCNTs and MWCNTs), respectively. As CNTs feature a curvature, they are occasionally also considered a part of the fullerene family of carbon. Fullerenes feature a new hybridization between sp 2 and sp 3 [ 118 ] as the unhybridized p -orbital lies at an angle between 90° (as in an ideal sp 2 carbon material) and 109.5° (as in an ideal sp 3 carbon material). CNTs are produced by CVD, which involved pyrolytic decomposition of gaseous hydrocarbons and carbon deposition (referred to as ‘growth’ in the case of tubes and fibers) on catalytic (nano)particles rather than films. The catalyst particles may be attached to a substrate (seeding catalyst method) or float in the CVD chamber (floating catalyst method) [ 119 ] which is heated to 550–1200°C. The temperature ranges for obtaining SWCNTs and MWCNTs are listed in Table 2 . The carbon precursors are mostly similar to those used for graphene (e.g. methane, acetylene, ethylene and toluene) that are introduced into the chamber at a specific rate in presence of an inert gas (Ar/N 2 ). Elemental carbon moieties diffuse into the catalyst and precipitate carbon either from the top or bottom of the catalyst particle. Typical catalysts used for CNTs are transition metals such as Fe, Co and Ni [ 120 ]. Their size determines whether the CNTs will be SW [ 121 ]. For SWCNTs growth, catalyst particles should be less than 10 nm [ 108 ]. Other process optimization parameters are synthesis temperature and pressure, reaction time and inert gas-flow rate [ 19 , 122 ]. Sometimes CVD is carried out in presence of plasma to enhance the rates of the reactions taking place inside the chamber. Such a CVD process is termed as plasma-enhanced CVD (PECVD). It has been reported that with PECVD, CNTs can be produced at temperatures as low as 120°C [ 123 ]. Further information on CNT synthesis and applications can be accessed in some recent literature on this topic [ 20 , 124–127 ].

Vapor grown CFs

VGCFs are nano-scale solid carbon filaments with an aspect ratio of around 100 [21, 106]. They are different from conventional bulk CF (having diameters of a few micrometers) in their preparation process and hence their properties. Their synthesis involves a hydrocarbon gas (such as natural gas, propane, acetylene, benzene, ethylene and methane) as the precursor, undergoing thermal decomposition in an inert atmosphere at around 950–1100°C on the surface of a catalyst, which are normally metal nanoparticles (Fe/Ni/Co), > 20 nm in size [ 119 , 128–130 ]. Similar to CNTs, the catalyst can be present onto the heated substrate or sometimes can be fed along with the precursor gas as floating catalyst [ 129 , 131 ]. The catalyst particle takes up carbon from the supersaturated hydrocarbon gas and leaves out tubular filaments of mainly sp 2 hybridized carbon. The formation mechanism of VGCFs is similar to the formation of CNTs, with the difference in the size of the catalyst particles used for the decomposition of the hydrocarbons [ 132 , 133 ]. It is because of the catalyst size, instead of tubular cross-section in case of CNTs, fibers with the cross-section consisting of flakes of graphite layers in various orientation precipitate out of the catalyst [ 134 , 135 ]. There are reports that VGCFs having high degree of graphitization can also be prepared by CVD without the use of a catalyst on the surface of ceramic substrates [ 106 ]. VGCFs are excellent candidates as filler materials for polymer matrix composites [ 136–138 ] and carbon–carbon composites [ 139–143 ]. They are also used in energy storage devices as filler in electrodes of lead-acid batteries and Li-ion batteries, and in supercapacitor applications [ 144 , 145 ].

Vapor-deposited diamonds

Carbon thin films (hydrogenated or dehydrogenated) prepared via CVD and having significant portion of sp 3 carbon atoms with negligible sp 2 content are referred to as vapor-deposited diamonds (VDDs) [ 2 ]. The use of CVD for diamond growth started in the late 1960s ([ 2 , 146 , 147 ]). A breakthrough was achieved when atomic hydrogen was used for etching away the graphite deposits. This left a high content of diamond deposits on the substrate. VDDs are used as industrial coatings because of their excellent mechanical properties, especially on various cutting tools [ 148 ].

Diamond films are deposited using PECVD including filament-assisted and microwave PECVD methods [ 149 , 150 ]. Plasma is required to dissociate the hydrogen molecule into reactive atomic hydrogen, which is essential for the formation of diamond instead of its thermodynamically more stable counterpart, graphite. The H atom temporarily bonds with the fourth carbon atom (in the unhybridized p -orbital) to form a tetrahedral geometry (as in the case of sp 3 hybridization). This prevents the structure from forming flat sheets of trigonal planar graphite-like geometry ( sp 2 hybridization). The temperature of the plasma can be as high as 2000°C, but substrate is maintained at lower temperatures ( < 1000°C). At higher temperatures > 1200°C, graphite deposits is more stable. There is no specific requirement when it comes to the substrate. Often industrial machine parts are directly coated with the VDD films. For growth of single crystal diamond, however, a diamond substrate is essential, which renders the process relatively expensive [ 151 ]. For bulk poly-crystalline diamonds, silicon is the widely used substrate [ 6 , 151 ]. The growth of diamond on a non-diamond substrate requires an extra nucleation step that provides the substrate with necessary diamond seeds for diamond growth. These seeds grow three dimensionally until the grain coalesces to form a poly-crystalline film [ 6 ]. The properties of CVD diamonds films have been studied and reviewed in various old and new publications [ 2 , 152–154 ]. Sometimes, along with the precursor hydrocarbon, precursors of boron(B) or phosphorus(P) is also introduced into the CVD chamber to obtain B/P doped diamonds, which are used in the semiconductor industry/power electronics [ 155–157 ].

DLC is a metastable form of carbon, which is physically amorphous in bulk but consists of small diamond-like crystallites (composed of sp 3 hybridized carbon) dispersed randomly in the matrix of sp 2 carbon at the microscale. Hence, it is a disordered type of carbon. It features a higher fraction of sp 2 -content as well as hydrogen impurity ( > 50%) compared with VDDs [ 6 ] which differentiates the two. Both DLC and VDD are used in applications where their optical properties, high hardness and wear resistance can be harnessed [ 148 , 158–160 ]. Some common examples include their coatings on the automotive parts [ 161 ], biomedical tools [ 159 , 162 ], optical devices [ 158 ] and cutting tools [ 148 , 163 ].

DLC film deposition requires a substantially lower (300°C) substrate temperature compared with VDD. Here, the plasma generation for dissociation of hydrogen molecule is induced by a high-frequency discharge [ 164 , 165 ], which does not produce very high temperatures. Consequently, graphite deposits are not etched away by atomic hydrogen and significant sp 2 carbon is retained in the material. Films of up to 0.5-µm thickness can be obtained on any substrates (including polymers) [ 6 ], which is an advantage of the DLC coatings over VDD. A disadvantage of DLC films is their low temperature resistance [ 166 ] that impedes their use in high-performance thermal coatings (operating temperatures > 300°C). DLC coatings also feature a high residual stress and lower toughness, that limits many mechanical applications. These limitations can be overcome by doping DLC with foreign materials such as chromium [ 167 ], nitrogen [ 168 ] and silicon [ 169 ] to form DLC nanocomposites. The source of these dopants in gaseous form can be mixed with the precursor hydrocarbon gas used for DLC deposition [ 168 ], or in solid form can be deposited on the substrate by sputtering (to form an interlayer) and DLC grown on the interlayer [ 167 ]. DLC nanocomposite with Cr doping enhances the mechanical properties by improving the fracture toughness of the material [ 167 ], N and Si doping improves thermal stability of DLC coatings and reduces the friction coefficient [ 168 , 169 ]. For more details on DLC nanocomposites, readers can refer to the article by Abdul et al . [ 163 ].

Manufacture of spun CFs

Another well-known application of the pyrolysis process is the fabrication of CF from various solid/semi-solid precursors (heavy hydrocarbons). CF and CF-based composites are extensively used in the aerospace [ 170 ] and automobile industries [ 171 ]. CF-based composites are also an important candidate for construction of turbine blades due to their high strength and low weight [ 172 ]. For manufacturing CFs, first a viscoelastic polymer or pitch is spun via melt-spinning or electrospinning techniques [ 173 ]. Afterward, they are converted into carbon via pyrolysis, as discussed in the ‘Pyrolysis of high molecular weight hydrocarbon’ section. This selection of polymers for fiber fabrication is restricted to those with a good viscoelasticity. PAN, pitches and rayon are a few examples of polymers that have good viscoelasticity and hence good spinnability; therefore, they are utilized in the commercial production of CFs. The microstructure of carbon obtained from the spun polymer fibers is different from the carbon obtained from bulk polymers because of a high surface-to-volume ratio of the fibers. This facilitates an easy annealing of pyrolysis by-products such as tars and gases, as well as other structural defects during the heat-treatment. CFs (even those derived from PAN having a turbostratic structure) can typically be made more graphitic at high temperatures [ 174 ] which is not possible in the case of bulk carbons. Polymers are typically spun (using melt-spinning or electrospinning processes) prior to their carbonization/pyrolysis. Details of the spinning processes as well as polymer selection of obtaining CF can be found in many reviews [ 175–177 ]. Commercial CFs are produced mainly by carbonization of PAN-based fibers and pitch fibers. Although carbonization of many other polymeric fibers of rayon, polyvinyl alcohol and poly-esters has been attempted, they are yet to hit the market expectations [ 178 ]. Figure 4 shows the electrospinning and melt spinning process for production of spun fibers followed by stabilization and carbonization to obtain CFs. Some polymers that have been employed for CF fabrication are polyacrylonitrile (PAN) [ 179 ], phenolic resins [ 180 ] and cellulose (lignin-based fibers) [ 181 , 182 ] and its derivative (Rayon) [ 183 ].

Production of spun CF by different routes using different precursors. PVA, polyvinyl alcohol.

Production of spun CF by different routes using different precursors. PVA, polyvinyl alcohol.

CF from polymers

Disordered carbons are hard and brittle, which makes it difficult to pull fibers out of them. The production of CF is therefore carried out by first preparing fibers using a suitable polymer and subsequently converting it into carbon via at ≥900°C. In the 1950s, rayon fibers were carbonized and used for high temperature missile applications [ 183 , 184 ], but the technical breakthrough for high strength CF started in the 1960s when PAN precursor was introduced for commercial production of CFs because of its high carbon yield (approximately 50%) [ 185 ], compared with the carbon yield of rayon (approximately 30%) [ 184 ]. Nowadays PAN is the most common precursor for production of CF on a large scale due to its high carbon yield compared with other polymers and also due to that fact that the viscoelasticity of PAN can be altered/modified to produce CF of various diameters. The diameter in turn influences the graphitizability.

Electrospun PAN fibers can be converted to CF by the following steps: (i) stabilizing heat treatment at around 300°C, to prevent the precursor fibers from melting and fusion, (ii) carbonizing heat treatment at ≥ 900°C in an inert environment to drive off the majority of non-carbon elements, (iii) optional high-temperature treatment ( ≥ 2500°C) to improve mechanical properties of the fibers and increase the graphitic content of the fibers. Fibers undergoing steps (i) and (ii) are generally called CF and fibers undergoing all the three steps are also called graphite fibers [ 22 ]. Commercial CFs are either obtained in the form of a tow or a yarn, with each tow/yarn containing thousands of single fibers of diameter ranging from 5 to 10 µm. These fibers are either braided or woven into a mat and are commercially available as ‘preforms’. These preforms are mainly used as filler material/laminates for fabrication of polymer matrix composites [ 186 , 187 ] and carbon–carbon composites [ 188–190 ].

CF from petroleum pitches

Although PAN-based CFs account for approximately 90% of the world’s CF consumption [ 191 ], the carbon yield of PAN is relatively low [ 185 ]. The search for other inexpensive raw materials as precursors for CF started in 1970s, which led to use of petroleum pitches for making precursor fibers having > 70% carbon yield [ 192 ]. Their mechanical properties of pitch fibers are comparable to PAN-derived fibers and they are relatively cost effective [ 193 ].

Pitches are a byproduct of petroleum and coal processing, but can also be synthetically produced, for example, from PVC [ 194 ]. The chemical composition of pitch is very complex and is mainly a mixture of polycyclic aromatic hydrocarbons and tars. However, the composition of pitches also depends on its source [ 195 ]. Pitch-based fibers (isotropic and mesophase) [ 95 , 196 , 197 ] are generally processed via melt spinning to obtain pitch fibers. Pitch fibers are then stabilized/oxidized followed by carbonization to obtain CFs [ 198 ]. However, electrospinning of pitches has also been reported [ 199 , 200 ]. Pitches can also be mixed with PAN to yield a composite of hard and soft CF [ 201 ]. The CF obtained from isotropic pitch and mesophase pitch is different in terms of structure, properties and nanotexture [ 23 ]. Mesophase pitch already contains small graphitic crystallites and the resulting fibers are high-performance fibers, hence and are produced commercially [ 194 , 202 , 203 ]. CFs from isotropic pitch are of general-purpose grade and have low modulus [ 203 ]. Pitch-based fibers are used as an alternative to PAN-based CF in various applications due to its higher stiffness. Apart from that, their electrical properties are utilized in energy storage devices. More information on pitch-based fibers and their applications can be found in the recent reviews by Liu et al. [ 197 ] and Daulbayev et al. [ 204 ].

Bulk industrial carbon production

Highly oriented pyrolytic graphite.

HOPG is a synthetic graphite which is prepared by thermal and/or stress annealing of pyrolytic graphite [ 5 ]. Pyrolytic graphite is nothing but multiple layers of graphene deposited by CVD of hydrocarbons. These graphene layers are initially defect-containing and turbostratic (randomly oriented), but they organize themselves in an ABABA fashion with an interlayer spacing of < 3.36 nm when heated at very high (typically 2500–3000°C) temperatures as shown in Fig. 5 (pathway A–B). When pyrolytic graphite is subjected to high temperatures and uni-axial compressive stress, the mosaic spread (angle between the tiles of graphite) is reduced. HOPG, however, is not a unique material. It is graded based on the mosaic spread. If the mosaic spread is less than 1°, it is called HOPG. Other methods to obtain HOPG include heat-treatment of polymers such as PVC, anthracene that yield graphitizing carbons [ 205 ]. One common application of HOPG is also production of graphene via exfoliation as shown in Fig. 5 (pathway B–C) from HOPG prepared by pathway A–B ( Fig. 5 ). The exfoliation process can be physically, chemically or electrochemically assisted. Physical exfoliation methods use mechanical/ultrasonic forces (sonication) to break the weak van der waals bonds between the individual layers of HOPG and obtain graphene layers [ 104 , 206–208 ]. Chemical exfoliation of HOPG generates reduced graphene oxide (r-GO) as the final product, by treating HOPG with strong acids (sulfuric/nitric acids) at a temperature slightly higher than the ambient temperature [ 209 ]. Electrochemical exfoliation methods involve intercalation of some ions electro-chemically driven in-between the layers of HOPG, leading to mesoscale mechanical exfoliation [ 210–212 ]. HOPG is used for a variety of applications including X-ray optics and spectroscopy [ 213 , 214 ], anode material for Li-ion batteries [ 215–217 ] and as a substrate for thin-film deposition [ 218 ].

schematic of HOPG formation from CVD graphene and graphene formation from HOPG.

schematic of HOPG formation from CVD graphene and graphene formation from HOPG.

Glass-like carbon

GC is a type of non-graphitizing carbon [ 219 ], that is formed by coking during its carbonization from organic precursors. Most common precursors of this type of carbon are phenolic resins [ 220 ] or (poly)-furfuryl alcohols [ 221 ]. The precursor resin is first cured/cross-linked and then heated to elevated temperatures at a very slow rate. The resins are heat treated to temperatures as high as 3000°C, to anneal out structural defects [ 51 ]. During carbonization, inter-twinning of randomly oriented graphene sheets takes place, giving rise to closed inaccessible pores. GC contains fullerene-like structures that also contribute to its low density [ 65 ]. These curved structural units make it difficult for the graphitic planes organize during further heat treatment, hence the value of L c is always > 3.36. The microstructure of this type of carbon has been studied in the past and various models proposed [ 42 , 51 , 65 , 219 ], which reveal the short-range ordering among graphitic crystallites and randomly oriented basal planes.

GC is hard and brittle, resistant to chemical attacks and features higher tensile and compressive strength [ 51 ]. Many large-scale applications of GC-like chemical reactor linings and laboratory crucibles/substrates utilize its chemical inertness, which makes it impermeable to gases and liquids [ 222 ]. Other applications include reference electrodes for electrochemical studies [ 223 ], medical implants [ 224 , 225 ] and molds for glass lenses [ 226 ]. However, production of bulk GC still has scope for optimization due to the following reasons: (i) the precursor resins used for production of GC are expensive and the high carbonization temperatures increase the overall production cost, (ii) inevitable weight loss during carbonization, (iii) difficulty in machining GC to close tolerances and (iv) difficulty in obtaining thicker (>5 mm) GC parts without porosity [ 51 ]. However, this material is studied extensively in the micro and nano-scale by photo patterning the precursor resins and carbonizing them, to obtain GC micro-nano structures, utilized for various applications, which is discussed in the section ‘Fabrication of carbon-based micro and nano devices.’

Activated carbon

Activated carbons exhibit a surface that can easily adsorb foreign molecules (liquids and gases) owing to the presence of porosity and active chemical functional groups. The gas/liquid molecules are held by weak forces (van der waals and london dispersion forces) [ 227 , 228 ] that can often be released at higher temperatures or use of a chemical effluent [ 229 ]. They are prepared by physical or chemical activation of porous carbons, which are in turn obtained by pyrolysis of natural polymers. Activation process generally increases the fraction of micropores ( < 2 nm) and the overall surface area of the material as well create some active functional groups on its surface [ 230 ]. Porous carbons are non-graphitizing. They experience direct charring during their pyrolysis and contain fractal pore geometries (i.e. the pore sizes repeatedly decrease [ 231 ]). During its carbonization, the original skeleton of the precursor material is preserved and these types of carbons exhibit very high porosity (micro/meso/macro pores) and thus, a high surface area [ 229 ]. To produce porous carbons, the heat-treatment temperature should not be very high (typically limited to < 1000°C), as higher temperatures may lead to closing or annealing of some pores [ 51 ]. Common precursors used for obtaining porous carbons include coal, petroleum residues and cellulose-based precursors (coconut shells, rice husk, wood and various biodegradable materials) [ 51 ]. Lately, a large number of agricultural and forestry residues have been utilized for the preparation of porous carbons that can be further activated. Some of these are covered in the section ‘Waste treatment via pyrolysis.’

Physical activation is done on porous carbons prepared at low temperatures, which involves heating these carbons at a higher temperature to get rid of pyrolysis by-products (tars), trapped inside the pores, thereby increasing the porosity. Another method of physical activation is to heat these porous carbona in an oxidizing environment [ 230 ]. Chemical activation is done on bio-polymers before the carbonization process by treating the precursor with some chemicals (acids/metal carbonates/metal chlorides, etc.) to partially degrade the cellulose. The polymer is then carbonized and the carbon is activated [ 230 ]. There are also many other methods of activation of porous carbons that involve combination of both physical and chemical activation processes. Interested readers can refer to the review article by Sevilla et al. [ 96 ]. Applications of activated carbons include water purification [ 232–234 ]; environmental remediation [ 235–237 ]; supercapacitor electrode material [ 238 , 239 ] and as an adsorbent in food, agriculture and pharmaceutical industries [ 240–242 ].

Fabrication of carbon-based micro and nano devices

Carbon-based micro and nano devices can be fabricated using carbon nanomaterials (bottom-up manufacturing) or by directly converting a polymer structure into carbon via pyrolysis (top-down manufacturing). In this section, we will discuss representative examples of micro/nano-scale carbon structures and devices that are fabricated via pyrolysis of pre-patterned polymer structures. Such structures are often first patterned employing lithographic processes such as photolithography [ 11 ], X-ray lithography [ 243 ] and two-photon lithography [ 244 ] on to a silicon substrate, and are subsequently carbonized at temperatures ≥ 900° [ 9 ]. Another top-down approach that has recently gained popularity is the laser-assisted carbonization of a polymer film [ 10 , 245 , 246 ], which will be subsequently discussed.

Carbonization of lithographically patterned polymers

Lithography is a term used for top-down processes where a polymer film is patterned employing an electromagnetic radiation, or a high energy beam of electrons or ions. The energy of the radiation either degrades or crosslinks the exposed part of the polymer, thus modifying its chemical properties and changing its solubility. The polymers used in lithographic techniques are specifically designed for this purpose. For example, polymers that can be pattered using UV/deep-UV (photolithography) or two back-to-back photons (two-photon lithography) are able to crosslink when exposed to a pre-defined dose of the respective light due to the presence of photo-initiators moieties in their chemical structure. Interestingly, many polymers that are used in photolithography are resins that have a high carbon content and an aromatic backbone. Such polymers can yield a high fraction of solid carbon when they are pyrolyzed. This property has been widely explored for the fabrication of carbon-based devices and has been reported in various articles [ 7–11 , 247 , 248 ].

While converting lithographically patterned resins into carbon, the following points must be taken into consideration: (i) structures shrink due to loss of non-carbon atoms, (ii) resulting carbon is of non-graphitizing type [ 65 , 219 ] which shows properties similar to commercial GC and (iii) the pyrolysis temperatures are typically limited to 1200°C, due to the fact that silicon substrates cannot withstand temperatures ≥ 1400°C (process temperature is kept lower for avoiding thermal stresses and fatigue). The pyrolysis temperature should also not be below 900°C, as that would yield carbon with impurities and poor electrical conductivity. Evidently, flexible polymers cannot be used as the substrate. Figure 6 is a compilation of various carbon-based micro/nano devices produced by carbonization of photo-patterned polymers.

SEM images of inter-digitated carbon electrodes (A, B), the entire device (C), (A–C) reproduced with permission from Mantis et al. [248]; SEM images of sideview of optimized CNG at the edge of an electrode area (D), CNG electrodes with uniform residual bulk carbon layer connecting the CNG, (red arrows) (E), the entire device (F), (D–F), reproduced with permission from Asif et al. [249]; SEM images of suspended GCWs before and after the LCVD process (G), overview of multiple fibers suspended from scaffolds, illustrating how they can be locally coated (bright fibers) or left uncoated (darker fibers) without contaminating the carbon scaffold (H), the entire device (I), (G–I) reproduced with permission from Cisquella-Serra et al. [247]; SEM images of CMN array (J), magnified view of a CMN (K), the entire device (L), (J, K), reproduced with permission and (K) modified from Mishra et al. [250]. CNG, carbon nanograss; GCWs, glassy carbon wires; LCVD, localized CVD; CMN, carbon micro-needle.

SEM images of inter-digitated carbon electrodes ( A , B ), the entire device ( C ), (A–C) reproduced with permission from Mantis et al. [ 248 ]; SEM images of sideview of optimized CNG at the edge of an electrode area ( D ), CNG electrodes with uniform residual bulk carbon layer connecting the CNG, (red arrows) ( E ), the entire device ( F ), (D–F), reproduced with permission from Asif et al. [ 249 ]; SEM images of suspended GCWs before and after the LCVD process ( G ), overview of multiple fibers suspended from scaffolds, illustrating how they can be locally coated (bright fibers) or left uncoated (darker fibers) without contaminating the carbon scaffold ( H ), the entire device ( I ), (G–I) reproduced with permission from Cisquella-Serra et al. [ 247 ]; SEM images of CMN array ( J ), magnified view of a CMN (K), the entire device (L), (J, K), reproduced with permission and ( K ) modified from Mishra et al. [ 250 ]. CNG, carbon nanograss; GCWs, glassy carbon wires; LCVD, localized CVD; CMN, carbon micro-needle.

Some representative applications of carbon structures fabricated using this process include neural sensing electrodes [ 11 , 244 , 249 , 251 , 252 ], cell culture substrates compatible with magnetic resonance imaging [ 8 ], fabrication of atomic force microscopy (AFM) tips [ 9 , 253 ], biosensors [ 254 , 255 ] and various other applications, which are summarized in Table 3 .

Summary of carbon electrodes by pyrolysis of patterned polymeric structures (recent research articles from 2018 to 2021)

S. No.Carbon structureProposed/tested applicationFabrication technologyPrecursor polymerRemarks, if anyRef.
1.3D MicroelectrodeNeurotransmitter detectionTwo Photon NanolithographySU-8 detection of dopamine in Rat brain slices[ ]
2.Microelectrode with suspended nanowiresChemiresistive biosensorPhotolithographySU-8DNA immobilization on carbon nanowires[ ]
3.MicroelectrodeMRIPhotolithograpySU-8Better MRI compatibility of GC microelectrodes compared with conventional metal electrodes[ ]
4.Multilayer electrodeMultiple devicesPhotolithographySU-8 and Sudan III dyed SU-8Sudan III dyed SU-8 was the sacrificial layer[ ]
5.MicroelectrodeActivation of GC microelectrodesPhotolithographySU-8Comparative study between electrically and chemically induced activation[ ]
6.Microelectrode of CF matsNeural sensorsPhotolithography and RIEPAN, PI, PDMSNeural recording and stimultation of rat brain[ ]
7.Microelectrode arraysNeural sensingPhotolithographySU-8Flexible device on polyimide substrate for enhancing brain penetration[ ]
8.Microneedle arraysDrug deliveryPhotolithographySU-8Needles tested on mouse skin without breakage[ ]
9.MicroelectrodeHep-B antigen sensingPhotolithographySU-8Electrochemical sensing, LOD-1pM[ ]
10.3D MicroelectrodesElectrochemical biosensorPhotolithographySU-8Amperometric glucose detection by graphene-oxide functionalized GC microelectrode[ ]
11.GC scaffold with suspended nanowiresLocalized CVD of a transition metal oxidePhotolithography, electrospinningSU-8Potential application for gas sensing, catalysis.[ ]
12.3D MicroelectrodeNeural sensingPhotolithographySU-8Flexible device on polyimide substrate folded into 3D form in origami fashion[ ]
13.Nanograss electrodesDopamine sensingPhotolithography, Maskless RIESU-8Electrochemical sensing of dopamine[ ]
14.Graphene electrodeFabrication of multi-layer graphene electrodesPhotolithography, Ni sputteringSU-8Pyrolytic carbon diffused into Ni and precipitates as multi-layer graphene[ ]
15.3D microelectrodesInterdigited electrodesPhotolithography Multi-step photolithography with two resists to obtain interdigited suspended electrodes[ ]
16.MicroelectrodeElectrochemical sensorsphotolithographySU-8CNT/SU-8 derived pyrolytic carbon for sensing of dopamine[ ]
S. No.Carbon structureProposed/tested applicationFabrication technologyPrecursor polymerRemarks, if anyRef.
1.3D MicroelectrodeNeurotransmitter detectionTwo Photon NanolithographySU-8 detection of dopamine in Rat brain slices[ ]
2.Microelectrode with suspended nanowiresChemiresistive biosensorPhotolithographySU-8DNA immobilization on carbon nanowires[ ]
3.MicroelectrodeMRIPhotolithograpySU-8Better MRI compatibility of GC microelectrodes compared with conventional metal electrodes[ ]
4.Multilayer electrodeMultiple devicesPhotolithographySU-8 and Sudan III dyed SU-8Sudan III dyed SU-8 was the sacrificial layer[ ]
5.MicroelectrodeActivation of GC microelectrodesPhotolithographySU-8Comparative study between electrically and chemically induced activation[ ]
6.Microelectrode of CF matsNeural sensorsPhotolithography and RIEPAN, PI, PDMSNeural recording and stimultation of rat brain[ ]
7.Microelectrode arraysNeural sensingPhotolithographySU-8Flexible device on polyimide substrate for enhancing brain penetration[ ]
8.Microneedle arraysDrug deliveryPhotolithographySU-8Needles tested on mouse skin without breakage[ ]
9.MicroelectrodeHep-B antigen sensingPhotolithographySU-8Electrochemical sensing, LOD-1pM[ ]
10.3D MicroelectrodesElectrochemical biosensorPhotolithographySU-8Amperometric glucose detection by graphene-oxide functionalized GC microelectrode[ ]
11.GC scaffold with suspended nanowiresLocalized CVD of a transition metal oxidePhotolithography, electrospinningSU-8Potential application for gas sensing, catalysis.[ ]
12.3D MicroelectrodeNeural sensingPhotolithographySU-8Flexible device on polyimide substrate folded into 3D form in origami fashion[ ]
13.Nanograss electrodesDopamine sensingPhotolithography, Maskless RIESU-8Electrochemical sensing of dopamine[ ]
14.Graphene electrodeFabrication of multi-layer graphene electrodesPhotolithography, Ni sputteringSU-8Pyrolytic carbon diffused into Ni and precipitates as multi-layer graphene[ ]
15.3D microelectrodesInterdigited electrodesPhotolithography Multi-step photolithography with two resists to obtain interdigited suspended electrodes[ ]
16.MicroelectrodeElectrochemical sensorsphotolithographySU-8CNT/SU-8 derived pyrolytic carbon for sensing of dopamine[ ]

Laser-assisted pyrolysis of polymers

A top-down fabrication technique for obtaining polymeric carbon structures is based on conversion of a high carbon containing polymer directly using a laser beam. Laser has been used in the past for production of carbon nanomaterials from thermal decomposition of hydrocarbons [ 261 , 262 ], where reactants are heated by laser in a closed chamber causing the reactants to de-compose and the aggregates undergo homogeneous nucleation and growth to form hydrogen-rich carbon powders. Carbon-rich polymer films, when irradiated by a laser, undergo thermo-chemical decompositions to yield carbon structures, which can be used in micro/nano device applications. This pyrolysis is a combination of photochemical and photothermal mechanisms [ 263 , 264 ]. Laser intensity is insufficient for direct bond dissociation of the polymer, but the radiation induces phonons in the material. The vibrational energy of the phonons is released by bond dissociation of the weaker components of the polymer [ 265 ]. This leads to material ablation from the surface in the form of bubbles and is expressed as ‘bleaching’ at a fluence is below carbonization threshold. Further increase in fluence leads to an immediate burst of the bubbles, resulting in rapid release of volatile products due to fragmentation of the polymer. Under constant radiation, these fragments become ionized and form a plume (plasma-like discharge). The plume-shield prevents further penetration of the beam into the material, resulting in heat generation at the beam front and adjacent areas resulting in carbonization of the material [ 266 ]. Thus, laser-induced carbonization is complete only when the plume has formed (visible as a bright spot by the naked eye).

Laser-induced carbonization has been applied successfully to polyimide [ 10 , 245 , 267 , 268 ], parylene-C [ 269 , 270 ] and polyaramid [ 246 ] to yield carbon structures, different from both glassy and activated carbons owing to the fact that this process happens within a short time and the cleavage of chemical bonds is rapid. The heat generated by the laser and the resulting carbon produced depends on the laser parameters (type of laser, laser power, speed and wavelength) along with the pyrolysis environment [ 10 , 267 ]. The minimum feature size of carbon structures that can be produced by this method depends on the spot radius of the laser [ 270 ]. The microstructure of the laser-induced carbon is thoroughly investigated and applied to various applications such as supercapacitors [ 74 , 267 ], sensors [ 10 , 270 , 271 ], antibacterial coatings [ 246 , 272 ] and carbon-based composites [ 152 ]. Discrepancies in nomenclature of the same material obtained by laser-induced pyrolysis/carbonization of the same polymer are observed in the subsequent literature. For further details on laser-induced carbonization of polymers, interested readers can refer to the review article on laser-induced graphene by Ruquan Ye et al. [ 273 ]. Table 4 summarizes the recent examples of fabrication of carbon-based micro-nano devices by laser-assisted pyrolysis of various polymers and their applications.

Carbon patterns by laser-assisted pyrolysis of polymeric substrates (Research from 2012 to 2021)

S. No.Structure/devicePrecursor polymerProposed applicationRemarks, if any .
1.Microelectrode with suspended CFPolyimideFlexible microsupercapacitor deviceLaser-induced graphene fibers (LIGF) formed from laser-induced graphene (LIG) at radiation energy >40 J/m [ ]
2.Porous carbonPolyimideFlexible on-chip micro supercapacitorPorous foam like microstructures by femto second laser[ ]
3.MicroelectrodeParylene-CNeural sensingPolymer-metal-polymer electrode with pyrolysed polymer as active site[ ]
4.MicroelectrodePolyimideElectrochemical pH sensorPANI/C-PI composite electrode on a flexible substrate[ ]
5.Microelectrode arraysPolyimideNeural stimulation cortical microstimulations in rats[ ]
6.Graphene-like structuresPolyimideProtection of graphene-based device from liquid erosion [ ]
7.Hierarchical carbon patternsPolyimidepH-based urea sensorsFlexible device electrochemical sensor[ ]
8.Carbonized patternsPolyimideStrain sensorsFabricated instrumented latex glove capable of monitoring finger motion in real time[ ]
9.MicroelectrodePolyimideMicrosupercapacitorsPower supply unit for on-chip photo-detector[ ]
10.Microelectrode arraysParylene CNeural sensing Dopamine detection, experiments, a future scope[ ]
11.Carbon patternsPolyaramidAnti-bacterial coatingsCu electrodeposited on flexible carbon patterns[ ]
12.3D electrodePolyimideLi-ion battery electrodeGraphene transferred from PI substrate to Cu foil by rolling[ ]
13.LIG conductive tracesPolyimideFlexible and light-weight heaters90°C temperature achieved at low voltages (6 V–24 V)[ ]
14.LIG filmsPolyimideElectrochemical dopamine sensorsGraphene films formed on polyimide by irradiation of IR and UV laser[ ]
15.LIG/PDMS/PSPI compositesPDMS and liquid polyimideWearable strain sensorsPDMS and liquid PI mixture spin coated and laser patterned to form a conductive path[ ]
16.LIG/MoO /CC electrodeCarbon cloth coated with MoO MicrosupercapacitorsCore-shell electrode formed by laser irradiation on carbon cloth coated MoO [ ]
17.LIG/LDPE compositesPolyimideTriboelectric nanogeneratorsComposite formed by roll to roll[ ]
18.Graphene maskPolyimideAntibacterial maskRapid bacteria killing by photogenerated heat[ ]
S. No.Structure/devicePrecursor polymerProposed applicationRemarks, if any .
1.Microelectrode with suspended CFPolyimideFlexible microsupercapacitor deviceLaser-induced graphene fibers (LIGF) formed from laser-induced graphene (LIG) at radiation energy >40 J/m [ ]
2.Porous carbonPolyimideFlexible on-chip micro supercapacitorPorous foam like microstructures by femto second laser[ ]
3.MicroelectrodeParylene-CNeural sensingPolymer-metal-polymer electrode with pyrolysed polymer as active site[ ]
4.MicroelectrodePolyimideElectrochemical pH sensorPANI/C-PI composite electrode on a flexible substrate[ ]
5.Microelectrode arraysPolyimideNeural stimulation cortical microstimulations in rats[ ]
6.Graphene-like structuresPolyimideProtection of graphene-based device from liquid erosion [ ]
7.Hierarchical carbon patternsPolyimidepH-based urea sensorsFlexible device electrochemical sensor[ ]
8.Carbonized patternsPolyimideStrain sensorsFabricated instrumented latex glove capable of monitoring finger motion in real time[ ]
9.MicroelectrodePolyimideMicrosupercapacitorsPower supply unit for on-chip photo-detector[ ]
10.Microelectrode arraysParylene CNeural sensing Dopamine detection, experiments, a future scope[ ]
11.Carbon patternsPolyaramidAnti-bacterial coatingsCu electrodeposited on flexible carbon patterns[ ]
12.3D electrodePolyimideLi-ion battery electrodeGraphene transferred from PI substrate to Cu foil by rolling[ ]
13.LIG conductive tracesPolyimideFlexible and light-weight heaters90°C temperature achieved at low voltages (6 V–24 V)[ ]
14.LIG filmsPolyimideElectrochemical dopamine sensorsGraphene films formed on polyimide by irradiation of IR and UV laser[ ]
15.LIG/PDMS/PSPI compositesPDMS and liquid polyimideWearable strain sensorsPDMS and liquid PI mixture spin coated and laser patterned to form a conductive path[ ]
16.LIG/MoO /CC electrodeCarbon cloth coated with MoO MicrosupercapacitorsCore-shell electrode formed by laser irradiation on carbon cloth coated MoO [ ]
17.LIG/LDPE compositesPolyimideTriboelectric nanogeneratorsComposite formed by roll to roll[ ]
18.Graphene maskPolyimideAntibacterial maskRapid bacteria killing by photogenerated heat[ ]

Analytical pyrolysis

Pyrolysis induces fragmentation in large hydrocarbon molecules without any foreign chemical reactions such as oxidation. This characteristic turns out to be extremely useful for the analysis of trace amounts of invaluable samples, such as the organic matter found in the fossils [ 14 ]. The analysis of fossil samples is essential for understanding their origin, age and formation mechanism. MS is one of the primary techniques used for the analysis of fossils, which is based on the principle of analyzing the mass of the various fragments of the molecule.

By evaluating this fragmentation mechanism one can detect the original structure of the initial molecule(s) [ 98 ]. Importantly, the sample quantity cannot be increased and needless to say, no amount of sample can be wasted for analytical purposes, hence pyrolysis occurs directly at the ion source to avoid loss of by-products. Pyrolysis MS (Py-MS), however, has one disadvantage that the pyrolytic fragmentation of the molecule is performed in the same chamber of the ion source. This results in contamination of the ion source, affecting long-term reproducibility of mass spectra lines [ 67 ]. Py-MS is therefore often combined with GC to form a set of techniques known as Py-GC–MS [ 283 ]. Py-GC–MS process entails the integration of pyrolyzing unit (Py), GC system and MS together by connecting the pyrolysis unit to the injector port of a gas chromatograph such that pyrolysis by-products (pyrolysates) are chromatographically separated through fused silica capillary columns by inert gas flow, followed by ionization of the products to obtain a mass spectra which is then analyzed with the help of mass spectra libraries [ 98 , 284 ]. Depending upon the sample availability and its possible chemical nature, pyrolysis may be performed using ovens, lasers or by utilizing a filament that can be inductively heated to provide the desired temperatures [ 14 ]. Thus, pyrolysis may be used as a form of sample pre-treatment for analysis of complex organic materials with unknown structures [ 285 ], for example, forensic samples [ 14 , 286 , 287 ], humic materials [ 16 ], geopolymers [ 286 ], environmental samples [ 288–290 ], biological molecules (proteins, peptides and nucleotides) [ 291 ] and various other biochemically important polymers as well as some polymers of non-biological origin [ 64 , 67 ]. A few applications of analytical pyrolysis for analysis of polymers, fossils, archaeological remains and other complex materials are listed in Table 5 .

Applications of analytical pyrolysis methods for analysis of various complex materials

S. No.Analytical techniquePyrolysis parametersApplication .
1.Pyrolysis-fast GCPyrolysis temperature; 700°C, pyrolysis time; 20 sAnalysis of synthetic polymers[ ]
2.Pyrolysis-GCPyrolysis temperature; 820–840°CArt and archaeology (Review)[ ]
3.Pyrolysis-GCPyrolysis temperature range; 100–700°CInvestigation of humic substances in soil[ ]
4.Laser pyrolysis-MSPyrolysis temperatures range; 200°C and 350°CCharacterization of biomass char[ ]
5.Pyrolysis-GC, Pyrolysis-MSPyrolysis temperature range; 200–1300°C different temperature range for different studiesBiomedical studies (Fingerprinting carbohydrates, nucleic acids, bacteria, fungi, etc.) (Review)[ ]
6.Pyrolysis-GC/MS Characterization of old inks from books dated 1540 and 1778[ ]
7.Pyrolysis-GC/MS Study composition of weathered building materials[ ]
8.Pyrolysis-GC/MS Determinations of structural composition of organic matter in sedimentary rocks (kerogen)[ ]
9.Pyrolysis-GC/MSPyrolysis temperature range; 50–750°CRapid screening of contaminants in environmental samples[ ]
10.Pyrolysis-GC/MSPyrolysis temperature; 610°CForensic studies related to petroleum and crude oil spills[ ]
11.Pyrolysis-GC/MSPyrolysis temperature; 800°CFast identification of polymer additives (ABS polymer from electronic industry)[ ]
12.Pyrolysis-GC/MSPyrolysis temperature; 700°CIdentification of microplastics in marine litter[ ]
13.Pyrolysis-GC/MSPyrolysis temperature; 700°C, 20°C/minCharacterization of lignin extracted from various archaeological sites of the world (Poland, Norway, Italy, spain, France)[ ]
14.Pyrolysis-GC/MSPyrolysis temperature; 500°C (unfailed sample), 700°C (unfailed sample)Identification of organic compounds in chemical, rubber, and automotive industry for failure analysis[ ]
S. No.Analytical techniquePyrolysis parametersApplication .
1.Pyrolysis-fast GCPyrolysis temperature; 700°C, pyrolysis time; 20 sAnalysis of synthetic polymers[ ]
2.Pyrolysis-GCPyrolysis temperature; 820–840°CArt and archaeology (Review)[ ]
3.Pyrolysis-GCPyrolysis temperature range; 100–700°CInvestigation of humic substances in soil[ ]
4.Laser pyrolysis-MSPyrolysis temperatures range; 200°C and 350°CCharacterization of biomass char[ ]
5.Pyrolysis-GC, Pyrolysis-MSPyrolysis temperature range; 200–1300°C different temperature range for different studiesBiomedical studies (Fingerprinting carbohydrates, nucleic acids, bacteria, fungi, etc.) (Review)[ ]
6.Pyrolysis-GC/MS Characterization of old inks from books dated 1540 and 1778[ ]
7.Pyrolysis-GC/MS Study composition of weathered building materials[ ]
8.Pyrolysis-GC/MS Determinations of structural composition of organic matter in sedimentary rocks (kerogen)[ ]
9.Pyrolysis-GC/MSPyrolysis temperature range; 50–750°CRapid screening of contaminants in environmental samples[ ]
10.Pyrolysis-GC/MSPyrolysis temperature; 610°CForensic studies related to petroleum and crude oil spills[ ]
11.Pyrolysis-GC/MSPyrolysis temperature; 800°CFast identification of polymer additives (ABS polymer from electronic industry)[ ]
12.Pyrolysis-GC/MSPyrolysis temperature; 700°CIdentification of microplastics in marine litter[ ]
13.Pyrolysis-GC/MSPyrolysis temperature; 700°C, 20°C/minCharacterization of lignin extracted from various archaeological sites of the world (Poland, Norway, Italy, spain, France)[ ]
14.Pyrolysis-GC/MSPyrolysis temperature; 500°C (unfailed sample), 700°C (unfailed sample)Identification of organic compounds in chemical, rubber, and automotive industry for failure analysis[ ]

Waste treatment via pyrolysis

Human, animal and plant waste contains a significant fraction of organic matter. While direct burning or combustion of waste polymers is hazardous to the environment, pyrolysis can lead to their safe disposal. The tars, gases and solid carbon residues (often called chars or biochars due to their low purity) produced during the pyrolysis of waste can also be utilized in various applications. As a result, one of the most widely studied applications of the pyrolysis process in the industry and academia at present is the treatment of waste. Here, the process is stopped at the end of the pyrolysis stage itself (generally before 700°C). The desired products are oils (tarry hydrocarbons produced by fragmentation of waste polymers) and synthetic gas (mixture of light hydrocarbons). Similar to other pyrolytic decomposition processes, waste materials which contain organic materials (biodegradable and non-biodegradable) are heated to produce the desired products. Notably, solid carbon fractions obtained at low temperatures (below 700°C) contain a significant amount of impurities and they can only be used for low-cost applications such as soil quality enhancement, oil spillage adsorbents and other industrial cleaning agents [ 298–300 ]. The quality improvement of such carbons is being extensively investigated. In the recent, past several waste-derived carbon materials have been used for advanced applications such as electrode fabrication. It is important to understand that increase in the solid carbon fraction may reduce the oil/gas production. Moreover, higher pyrolysis temperatures increase the cost of the overall process, which may not always be feasible when it comes to large-scale waste treatment. As a result, one needs to evaluate the final products prior to designing the process parameters. Various products of waste pyrolysis along with their calorific value are listed in Table 6 .

Preparation and calorific values of the common pyrolysis products of the current waste pyrolysis facilities

S. No.ProductsCalorific valuePyrolysis conditionsRemarksRef.
1Syngas13–14 MJ/Nm Produced in the range of 47–67 mol%. Production strongly depends on temperature, heating rate, and waste constituents.[ ]
2Pyrolysis Oil 40 MJ/kg Sold as an alternative fuel. Higher calorific value for plastic-derived oils.[ ] [ ]
3Char 34 MJ/kg [ , , ]
S. No.ProductsCalorific valuePyrolysis conditionsRemarksRef.
1Syngas13–14 MJ/Nm Produced in the range of 47–67 mol%. Production strongly depends on temperature, heating rate, and waste constituents.[ ]
2Pyrolysis Oil 40 MJ/kg Sold as an alternative fuel. Higher calorific value for plastic-derived oils.[ ] [ ]
3Char 34 MJ/kg [ , , ]

Pyrolytic synthetic (syn) gas

The composition of the pyrolytic gas is strongly dependent on the pyrolysis temperature and feed-stock. Slow pyrolysis of biomass waste such as wood, garden waste and food residue at low temperatures (below 400°C) produces small amounts of gas, which is rich in CO 2 , CO and light hydrocarbons. The yields of gas at these conditions usually do not exceed 30 wt.% of pyrolysis products. On increasing the temperature there is an increase in gas yields, because of the secondary reactions and partial char decomposition. The calorific value of gas from slow pyrolysis is around 10–15 MJ/Nm 3 and varies with temperature and heating rate [ 303 ]. Fast pyrolysis of biomass produces gas with a calorific value of around 14 MJ/Nm 3 . On the other hand, higher temperatures (above 700°C), especially when pyrolysis is combined with gasification, produces syngas, which contains more hydrogen and carbon monoxide. In this case, syngas is the main product of the process. The pyrolysis of plastics produces pyrolytic gas, of which the major components are hydrogen and light hydrocarbons: methane, ethane, ethene, propane, propene and butane. This gas has a significant calorific value, for example, a heating value of gas from PP and PE varied between 42 and 50 MJ/kg [ 304 ]. Similar properties characterized the gas from the pyrolysis of tyres or other artificial products like textiles. In turn, co-pyrolysis of polymers and biomass leads to a higher production of CO and CO 2 especially at lower temperatures. Finally, the pyrogas from MSW consists of CO 2 , CO, hydrogen, methane and other light hydrocarbons with an average heating value of around 15 MJ/Nm 3 , which increases with increasing temperature [ 305 ]. The most suitable demand on pyrogas is its use as a source of the energy required for the pyrolysis process itself. However, the exhaust gas has to be controlled. Pyrogas from tyres contains a relatively high concentration of H 2 S, which can be oxidized to SO 2 [ 306 ]. PVC pyrolysis produces huge amounts of HCl [ 307 ] whereas waste food processing could be a source of dangerous nitrogen compounds [ 308 ]. Usually the precise composition of waste is unknown, thus some unwanted compounds can appear in pyrogas. Therefore, emission control units and gas cleaning devices should be used and it does not matter whether the gas will be combusted or not.

Pyrolytic oil

Pyrolytic oil offers more opportunities for use than syngas, but the composition of the liquid product from pyrolysis may differ radically depending on the composition of the feedstock and the process parameters. Pyrolytic oils derived from biomass consist mainly of the following compounds: acids, ketones, aldehydes, sugars, alcohols, phenols and their derivatives, furans and other mixed oxygenates. Phenolic compounds are mostly present in high concentrations (up to 50 wt.%), consisting of relatively small amounts of cresols, xylenols, phenol, eugenol and much larger quantities of alkylated (poly-) phenols [ 309 ]. It can be used for the production of heat, electricity, synthetic gas or chemicals. The highest yields of oil are gained between 500°C and 600°C. Pyrolytic oil from biomass has calorific values of around 15–20 MJ/kg, on the other hand, pyrolytic oil from plastics has a higher calorific value, about 30–45 MJ/kg, depending on the precursor polymer. Ahmad et al. [ 13 ] compared the oils from the pyrolysis of PP and HDPE with gasoline and diesel via physical properties such as viscosity, the research octane number and the motor octane number, as given in Table 7 . Pour point, flash point or diesel index could be a good indication of pyrolytic oil quality as a fuel [ 13 , 71 ]. The calorific value of oils from mixed plastic waste could be estimated at 40 MJ/kg [ 310 ].

Comparison of pyrolytic oil from some polymers with standard liquid fuels, reproduced from Ahmad et al. [ 13 ]

PropertiesHDPEPPGasolineDiesel
Heating value (MJ/kg)40.540.842.543.0
Viscosity at 40°C (mm /s)5.084.091.171.9–4.1
Density at 15° (g/cm )0.890.860.7800.870
Research octane number85.387.681–85
Motor octane number95.397.891–95
Pour point596
Flash point48304252
Diesel index31.0534.3540
PropertiesHDPEPPGasolineDiesel
Heating value (MJ/kg)40.540.842.543.0
Viscosity at 40°C (mm /s)5.084.091.171.9–4.1
Density at 15° (g/cm )0.890.860.7800.870
Research octane number85.387.681–85
Motor octane number95.397.891–95
Pour point596
Flash point48304252
Diesel index31.0534.3540

Pyrolytic char

Currently, pyrolysis conditions are generally optimized in order to maximize the liquid and gas products. Besides these two, a solid fraction named as pyrolytic char is also produced. Char mainly is carbon-rich matrix containing almost all the inorganic compounds present in the wastes with a significant amount of condensed by-products of the pyrolysis process [ 311 ]. Chars are generally porous and its porosity depends upon precursor waste [ 7 ]. The calorific value of char obtained from pyrolysis of waste (mixture of biodegradable and non-biodegradable) is approximately 34 MJ/kg [ 302 ], which is comparable with coal. However, despite all the separation techniques before pyrolysis, some heavy metals and other hazardous elements, like S, Cl and Ni, get retained in the solid products. Therefore, it becomes equally important to characterize chars so as to assess their impact on the environment and humans. In general, this product can be combusted to provide energy for the pyrolysis process or other applications as listed in Table 8 .

Applications of waste-derived pyrolytic carbon

S. NoProductsPrecursor materialRemarks (if any)Ref.
1.Battery electrodeBiomass (various)Review article[ ]
2.Rice huskLithium ion batteries[ ]
3.BambooLithium ion batteries[ ]
4.shaddock peelSodium ion batteries[ ]
5.Coffee groundsSodium ion batteries[ ]
6.Supercapacitor electrodeRice huskRHC: KOH = 1:5 by mass was used for activation[ ]
7.CarrotZnCl as activation agent[ ]
8.Biomass (various)Review article[ ]
9.Coconut shell[ ]
10.Tobacco[ ]
11.Tamarind fruit shellActivation of char was done by treating the precursor with KOH[ ]
12.Dye sensitized solar panel (counter electrode)Filter paper facial tissue[ ]
13.Fish wastePt-free counter electrode[ ]
14.Coconut shellAnthocyanin dye extracted from pomegranate juice[ ]
15.Anchovy[ ]
16.Water filtration or adsorbentsBiomass (various)Review article[ ]
17.Nutshells (Almond, English Walnut, Pecan)[ ]
18.Apple pulpAdsorption of lead and zinc[ ]
19.Fertilizer wasteHeavy metal removal from fixed bed reactor[ ]
20.Chickpea[ ]
21.Municipal organic solid waste[ ]
22.Coconut button[ ]
23.Municipal sewage sludge[ ]
24.Human hairSensor for dopamine and ascor-bic acid[ ]
25.Polyethylene terephthalate (PET) bottlesDetection of carbofuran phenol[ ]
26.AmlaSensor for ascorbic acid, dopamine, uric acid and nitrite[ ]
27.Onion peelSensor for progesterone[ ]
28.Biomass (various)Review article[ ]
29.Tetra pak wasteMercury adsorption from water[ ]
30.CF manufacturingCotton[ ]
31.Prepreg fibersPrepreg is ‘pre-impregnated’ composite fibers[ ]
32.Prepreg fibers70% strength when compared with new fibers[ ]
33.Filler material for fiberglass/epoxy compositesMetallized food packaging plastic waste0.75 wt.% of char particles improved the modulus of elasticity of panels by approximately 22%, compared with a pure sample.[ ]
34.Hybrid fillers for cement industryTextile wasteChar particles (0.05 wt.%) was used as a single filler and hybrid fillers (CNTs/CB and graphene/CB: 50/50) to enhance the properties of cement paste[ ]
S. NoProductsPrecursor materialRemarks (if any)Ref.
1.Battery electrodeBiomass (various)Review article[ ]
2.Rice huskLithium ion batteries[ ]
3.BambooLithium ion batteries[ ]
4.shaddock peelSodium ion batteries[ ]
5.Coffee groundsSodium ion batteries[ ]
6.Supercapacitor electrodeRice huskRHC: KOH = 1:5 by mass was used for activation[ ]
7.CarrotZnCl as activation agent[ ]
8.Biomass (various)Review article[ ]
9.Coconut shell[ ]
10.Tobacco[ ]
11.Tamarind fruit shellActivation of char was done by treating the precursor with KOH[ ]
12.Dye sensitized solar panel (counter electrode)Filter paper facial tissue[ ]
13.Fish wastePt-free counter electrode[ ]
14.Coconut shellAnthocyanin dye extracted from pomegranate juice[ ]
15.Anchovy[ ]
16.Water filtration or adsorbentsBiomass (various)Review article[ ]
17.Nutshells (Almond, English Walnut, Pecan)[ ]
18.Apple pulpAdsorption of lead and zinc[ ]
19.Fertilizer wasteHeavy metal removal from fixed bed reactor[ ]
20.Chickpea[ ]
21.Municipal organic solid waste[ ]
22.Coconut button[ ]
23.Municipal sewage sludge[ ]
24.Human hairSensor for dopamine and ascor-bic acid[ ]
25.Polyethylene terephthalate (PET) bottlesDetection of carbofuran phenol[ ]
26.AmlaSensor for ascorbic acid, dopamine, uric acid and nitrite[ ]
27.Onion peelSensor for progesterone[ ]
28.Biomass (various)Review article[ ]
29.Tetra pak wasteMercury adsorption from water[ ]
30.CF manufacturingCotton[ ]
31.Prepreg fibersPrepreg is ‘pre-impregnated’ composite fibers[ ]
32.Prepreg fibers70% strength when compared with new fibers[ ]
33.Filler material for fiberglass/epoxy compositesMetallized food packaging plastic waste0.75 wt.% of char particles improved the modulus of elasticity of panels by approximately 22%, compared with a pure sample.[ ]
34.Hybrid fillers for cement industryTextile wasteChar particles (0.05 wt.%) was used as a single filler and hybrid fillers (CNTs/CB and graphene/CB: 50/50) to enhance the properties of cement paste[ ]

Catalytic pyrolysis

Various catalysts are used during waste pyrolysis that can potentially increase the oil, gas or char fractions, as desirable in the process. Catalytic pyrolysis of plastic waste is typically carried out in presence of natural/modified zeolites to produce pyrolysis oils, which can be used as transportation fuel by mixing or blending with conventional fuels [ 346 , 347 ]. Other catalysis that are being extensively studied include metal oxides and bimetallics [ 152 ]. More information about catalytic pyrolysis of MSW and plastic wastes can be found in these recent articles [ 347–349 ].

Semi-cokes/mesophase carbon from pyrolysis of pitch

It is not possible to commercially exploit all of the crude petroleum of the barrel for commercial purposes and the various distillation and cracking processes produce a huge amount of residues within the refinery, the disposal of the same is of major concern [ 350 ]. These residues are rich in aromatics and has high C/H ratio, hence can be a good feedstock for mesophase carbon. When these residues are heat treat at around 450°C, they convert into a pitch-like isotropic material having a consistency similar to liquid crystals. With increasing temperature, small spheres appear in the pitch-like mass, which grow with time. At some stage in the heating process, the spheres will replace a large part of the pitch-like material and interfere with one another’s enlargement and a ‘mosaic’ begins to form by coalescence when all of the isotropic pitch-like material is replaced by the anisotropic material or mesophase and the mosaic is complete, the mesophase solidifies into ‘semi-coke’, which is readily graphitizable [ 351 ]. With further heat treatment (1400°C), this carbonaceous mesophase coalesces to a state of bulk mesophase before solidification to ‘green coke’ with further loss of volatile compounds [ 350 ]. However, apart from this regular trend, many different behaviors have been observed for varying compositions of the feedstock. The petroleum residues are a mixture of more than 1000 molecular compounds (numbers differ in literature) and contain mixtures of aliphatic and aromatic compounds. To obtain high-quality cokes acceptable for industrial usage (as electrodes for steel industry), high aromaticity in the precursor is essential. Before getting converted to green coke at higher temperatures, this pitch material, known as mesophase pitch can be a good precursor for preparation of high-performance carbon materials [ 352 ] like pitch-derived coke [ 353 ], mesocarbon microbeads (MCMB), CF [ 3 , 23 , 194 ], carbon foams and carbon composites [ 354 ]. A summary of various carbon forms obtained from mesophase pitches and their respective applications is listed in Table 9 .

Different types of carbon materials obtained by pyrolysis of mesophase pitch and their applications

S. No.Carbon formPrecursor sourcePyrolysis parametersRemarks (if any)Ref.
1.MCMBCo-pyrolysis of coal tar pitch and direct coal liquefaction residue sTemperature; 440°C, 8 h, N gas.Li-ion battery, anode material ]
2.Naphthalene isotropic pitchSuspension method, HF/BF catalyst, temperature; 1000°CLi-ion battery, anode ]
3.Petroleum pitchCarbonization temperature; 400°C, 4 h, N Gas, heat treatment in vacuum, 380°C, 30 minLi-ion battery, anode material ]
4.Coal tar pitchCarbonization temperature; 700°C, 2 h, N gasSodium-ion battery, anode material ]
5.Catalytic cracking oil residue Investigation of the relationship between olefins and the coalescence of mesophase spheres ]
6.Carbon foamsCoal pitchCarbonization temperature; 450°C, N gasInvestigation of acoustic properties[ ]
7.Coal tar pitchCarbonization temperature; 600°C, 2 h.Thermal insulation[ ]
8.Coal tar pitch modified with HNO and H SO carbonization temperature; 2000°C, N gasMicrostructure investigations[ ]
9.Hierarchical porous carbonsCoal tar pitch, Supercapacitor electrode[ ]
10.MCMB/carbon foamsCoal tar pitch gas, 12 h, foaming pressure, 3 MPa

Investigation of microstructure and properties[ ]
11.Activated carbonsPetroleum residues (decanted oil and ethylene tars)Temperature; 400–460°C, 2 h,4 h, and 6 h, respectivelyMethane adsorption[ ]
12.Mesoporous soft carbonsNapthalene-based synthetic pitchtemperature; 350–800°C, 5°C/min, 2 h, N gasAnode material, sodium-ion batteries[ ]
13.Needle cokeCoal tar pitchTemperature; room temperature to 1400°C, 5°C/min, 1 h holding time, N gasGreen coke with aromatic index of 0.95–0.98 obtained.[ ]
14.GraphenePetroleum mesophase pitchActivated carbon: temperature; room temperature to 800°C, holding time; 2 h,Graphene was prepared from mesophase pitch derived activated carbon by exfoliation (treated with -methyl-2-pyrrolidone [NMP])[ ]
15.N doped mesoporous carbonMesophase pitch and polypyrolle (N source)Final temperatures; 600°C, 700°C, 800°C, 10°C/min, N gasSupercapacitor electrode[ ]
S. No.Carbon formPrecursor sourcePyrolysis parametersRemarks (if any)Ref.
1.MCMBCo-pyrolysis of coal tar pitch and direct coal liquefaction residue sTemperature; 440°C, 8 h, N gas.Li-ion battery, anode material ]
2.Naphthalene isotropic pitchSuspension method, HF/BF catalyst, temperature; 1000°CLi-ion battery, anode ]
3.Petroleum pitchCarbonization temperature; 400°C, 4 h, N Gas, heat treatment in vacuum, 380°C, 30 minLi-ion battery, anode material ]
4.Coal tar pitchCarbonization temperature; 700°C, 2 h, N gasSodium-ion battery, anode material ]
5.Catalytic cracking oil residue Investigation of the relationship between olefins and the coalescence of mesophase spheres ]
6.Carbon foamsCoal pitchCarbonization temperature; 450°C, N gasInvestigation of acoustic properties[ ]
7.Coal tar pitchCarbonization temperature; 600°C, 2 h.Thermal insulation[ ]
8.Coal tar pitch modified with HNO and H SO carbonization temperature; 2000°C, N gasMicrostructure investigations[ ]
9.Hierarchical porous carbonsCoal tar pitch, Supercapacitor electrode[ ]
10.MCMB/carbon foamsCoal tar pitch gas, 12 h, foaming pressure, 3 MPa

Investigation of microstructure and properties[ ]
11.Activated carbonsPetroleum residues (decanted oil and ethylene tars)Temperature; 400–460°C, 2 h,4 h, and 6 h, respectivelyMethane adsorption[ ]
12.Mesoporous soft carbonsNapthalene-based synthetic pitchtemperature; 350–800°C, 5°C/min, 2 h, N gasAnode material, sodium-ion batteries[ ]
13.Needle cokeCoal tar pitchTemperature; room temperature to 1400°C, 5°C/min, 1 h holding time, N gasGreen coke with aromatic index of 0.95–0.98 obtained.[ ]
14.GraphenePetroleum mesophase pitchActivated carbon: temperature; room temperature to 800°C, holding time; 2 h,Graphene was prepared from mesophase pitch derived activated carbon by exfoliation (treated with -methyl-2-pyrrolidone [NMP])[ ]
15.N doped mesoporous carbonMesophase pitch and polypyrolle (N source)Final temperatures; 600°C, 700°C, 800°C, 10°C/min, N gasSupercapacitor electrode[ ]

Special cases

Although the term pyrolysis is predominantly used in the context of organic materials, there are certain examples where pyrolysis is performed on inorganic solids/liquids as well. Synthesis of 2D nanomaterials like graphitic carbon nitride from pyrolysis of urea [ 368 ], molybdenum sulfide by CVD [ 369 ] and thin films by CVD of inorganic precursors [ 370 ] are a few examples. Another variation of pyrolysis known as spray pyrolysis [ 371–373 ], in which precursors in liquid phase are sprayed through an atomizer onto a heated substrate (250–500°C) [ 374 ], mainly aimed at deposition of thin and thick semiconductor films for solar cells applications [ 375–377 ]. However, at present, this process has been extended to deposition of thin films for sensors [ 378 ], solid oxide fuel cells [ 379 ] applications as well. Spray pyrolysis technique has also been utilized in the synthesis of various nanomaterials apart from thin films [ 380–382 ] which is beyond the scope of this paper due to vastness of the topic. Another term known as ‘hydropyrolysis’, that is, pyrolysis in presence of hydrogen at high pressure, is predominantly performed on biomass to obtain biofuels/chemicals for industrial use in presence of a catalyst. Hydrogen is used as a reducing agent to form hydrogenated radicals by reacting with the volatiles and to remove oxygen in the form of water, CO and CO 2 , resulting in hydrocarbon generation [ 383 ]. However, hydropyrolysis in itself is a vast topic and is beyond the scope of this paper.

Pyrolysis is extensively used in different applications that are covered in this review in terms of their fundamental principles, history, industrial relevance and process parameters. Evidently, these applications not only belong to entirely different scientific communities, their target products and production scales also widely vary. One important conclusion is that pretty much all synthetic carbon materials, bulk or nano-scale, are derived from organic precursors via the pyrolysis process. Given the significance of advanced carbon allotropes in the cutting-edge technology, there is a compelling need for (i) reducing the cost of pyrolysis, (ii) improving the efficiency of the process and (iii) development of integrated pyrolysis systems. Lowering the energy consumption during pyrolysis is not straightforward, but is possible with the use of sophisticated nano-scale catalysts that can potentially lead to an overall cost reduction. One challenge is to get rid of the catalyst particles through post-processing with a high yield, which demands more focused research. Generally, catalysts can also facilitate an increase in the overall process efficiency. While the idea of efficiency may differ based on the application area, tuning of the underlying process parameters can always be of help. For this purpose, a comprehensive understanding of the pyrolysis mechanism for a given precursor is essential. Key concepts pertaining to this are covered in detail in this review.

The development of the integrated pyrolysis systems may serve multiple purposes. Plenty of work has lately commenced in this direction, where the goal is to further pyrolyze the byproduct(s) of one pyrolytic process. A good example is carbon nanomaterial production via secondary pyrolysis of the synthetic gas obtained during waste pyrolysis. Such innovative ideas need technological support from both academia and industry, for example, an optimized reactor design suitable for the quantity of the feed. Based on the information available in the literature, such multi-stage pyrolysis equipments are already proving to be extremely helpful in improving the commercial viability of the waste treatment plants. Some other integrated processes such as the microbial bioprocessing of pyrolytic oils have also lately gained attention for the generation of fuel with a higher calorific value. An additional future prospect is the quality enhancement of low-grade biochars by increasing the pyrolysis temperature and ensuring a strictly inert environment during the process. The know-how is already available with the activated carbon industry and researchers are rapidly coming up with very promising results. For large-scale pyrolysis, plasma-assisted processes and/or solar energy supported plants are also recommended. The age-old process of pyrolysis is expected to play a major role in the near future in the carbon materials science as well as the expansion of the sustainable energy solutions.

M.D. would like to thank the Ministry of Education, Government of India, for her doctoral fellowship. S.S. acknowledges the financial support from the Seed Research Grant No. IITM/SG/SWS/69, Indian Institute of Technology, Mandi.

AUTHORS’ CONTRIBUTIONS

M.D. prepared the initial draft including figures and tables as well as contributed to editing and finalizing the manuscript. S.R. contributed in drafting the waste pyrolysis section. S.S. conceptualized, edited and finalized the manuscript.

CONFLICT OF INTEREST STATEMENT

The authors declare no conflicts of interest.

Manawi Y , Ihsanullah , Samara A et al.  A review of carbon nanomaterials’ synthesis via the chemical vapor deposition (CVD) method . Materials 2018 ; 11 : 822 .

Google Scholar

Gracio JJ , Fan QH , Madaleno JC. Diamond growth by chemical vapour deposition . J Phys D Appl Phys 2010 ; 43 : 374017 .

Yan B , Wang G. Mechanisms and characteristics of mesocarbon microbeads prepared by co-carbonization of coal tar pitch and direct coal liquefaction residue . Int J Coal Sci Technol 2019 ; 6 : 633 – 42 .

Wang H , Zhu H , Wang S et al.  Dicarbonyl-tuned microstructures of hierarchical porous carbons derived from coal-tar pitch for supercapacitor electrodes . R Soc Chem 2019 ; 9 : 20019 – 28 .

Moore AW. Pyrolytic carbon and graphite. In: Jürgen Buschow KH , Cahn RW , Flemings MC et al.  (eds.), Encyclopedia of Materials: Science and Technology . Oxford : Elsevier , 2001 , 7933 – 77 .

Google Preview

Pierson HO. Handbook of Carbon, Graphite, Diamonds and Fullerenes: Processing, Properties and Applications. Materials Science and Process Technology Series Electronic . Elsevier Science , 2012 .

Sharma S. Glassy carbon: A promising materials for micro- and nanomanufacturing . Materials 2018 ; 11 : 1857 .

Nimbalkar S , Fuhrer E , Silva P et al.  Glassy carbon microelectrodes minimize induced voltages, mechanical vibrations, and artifacts in magnetic resonance imaging . Microsyst Nanoeng 2019 ; 5 : 61 .

Zakhurdaeva A , Dietrich P-I , Holscher H et al.  Custom-designed glassy carbon tips for atomic force microscopy . Micromachines 2017 ; 8 : 285 .

Mamleyev ER , Heissler S , Nefedov A et al.  Laser-induced hierarchical carbon patterns on polyimide substrates for flexible urea sensors . NPJ Flexible Electronics 2019 ; 3 : 2 .

Goshi N , Castagnola E , Vomero M et al.  Glassy carbon MEMS for novel origami-styled 3d integrated intracortical and epicortical neural probes . J Micromech Microeng , 2018 ; 28 : 065009 .

Czajczynska D , Anguilano L , Ghazal H et al.  Potential of pyrolysis processes in the waste management sector . Therm Sci Eng Prog 2017 ; 3 : 171 – 97 .

Ahmad I , Khan MI , Khan H et al.  Pyrolysis study of polypropylene and polyethylene into premium oil products . Int J Green Energy 2015 ; 12 : 663 – 71 .

Larter SR , Horsfield B. Determination of Structural Components of Kerogens by the Use of Analytical Pyrolysis Methods . Boston (MA) : Springer US , 1993 , 271 – 87 .

Herring AM , [Thomas McKinnon J , Gneshin KW et al.  Detection of reactive intermediates from and characterization of biomass char by laser pyrolysis molecular beam mass spectroscopy. (Fundamental mechanisms of biomass, pyrolysis and oxidation.) Fuel 2004 ; 83 : 1483 – 94 .

Leinweber P , Schulten H-R Advances in analytical pyrolysis of soil organic matter . J Anal Appl Pyrol 1999 ; 49 : 359 – 83 .

Bhuyan MSA , Uddin MN , Islam MM et al.  Synthesis of graphene . Int Nano Lett 2016 ; 6 : 65 – 83 .

Mattevi C , Kim H , Chhowalla M. A review of chemical vapour deposition of graphene on copper . J Mater Chem , 201 ; 21 : 3324 – 34 .

Endo M , Muramatsu H , Hayashi T et al.  ‘Buckypaper’ from coaxial nanotubes . Nature 2005 ; 433 : 476 .

Ahmad M , Silva SRP. Low temperature growth of carbon nanotubes—a review . Carbon 2020 ; 158 : 24 – 44 .

Tibbetts GG. Vapor-grown carbon fibers: status and prospects. (Carbon fibers and composites.) Carbon 1989 ; 27 : 745 – 7 .

Peebles LH. Carbon Fibers: Formation, Structure, and Properties . CRC Press , 2018 .

Inagaki M. New Carbons—Control of Structure and Functions . Elsevier Science , 2000 .

Janus M. Chapter 3—DLC layers created using CVD techniques and their application. In: Mandracci P (ed.), Chemical Vapor Deposition for Nanotechnology . Rijeka : IntechOpen , 2019 .

Walker PL , Thrower PA. Chemistry & Physics of Carbon . Taylor & Francis , 1975 .

Chambers CR , Huges TV . Manufacture of carbon filaments. 6 May 1889. US Patent 4,054,480A.

Bacon R. Growth, structure, and properties of graphite whiskers . J Appl Phys 1960 ; 31 : 283 – 90 .

Pierson HO. Handbook of Chemical Vapor Deposition . 2nd edn—Principles, Technology and Applications. Materials Science and Process Technology. Elsevier Science , 1999 .

Somiya S. Hydrothermal Reactions for Materials Science and Engineering: An Overview of Research in Japan . Netherlands : Springer , 2012 .

Sharma S , Sharma A , Cho Y-K et al.  Increased graphitization in electrospun single suspended carbon nanowires integrated with carbon-mems and carbon-nems platforms . ACS Appl Mater Interfaces 2012 ; 4 : 34 – 9 .

Yan Z , Joshi R , You Y et al.  Seeded growth of ultrathin carbon films directly onto silicon substrates . ACS Omega 2021 ; 6 : 8829 – 36 .

Schaefer W , Fitzer E , Meuller K. The Chemistry of the Pyrolytic Conversion of Organic Compounds to Carbon: Chemistry and Physics of Carbon . Vol. 7 . New York : Marcel Dekker, Inc ., 1971 .

Kucora I , Paunjoric P , Tolmac J et al.  Coke formation in pyrolysis furnaces in the petrochemical industry . Petrol Sci Technol 2017 ; 35 : 213 – 21 .

Egwuonwu CC , Arinze RU , Agbata PC et al.  Waste tire pyrolysis product: An alternative to petrochemical feedstock . Asian J Phys Chem Sci , 2021 ; 40 – 50 .

Olsvik O , Rokstad OA , Holmen A. Pyrolysis of methane in the presence of hydrogen . Chem Eng Technol 1995 ; 18 : 349 – 58 .

Kan T , Strezov V , Evans TJ. Lignocellulosic biomass pyrolysis: A review of product properties and effects of pyrolysis parameters . Renew Sustain Energy Rev 2016 ; 57 : 1126 – 40 .

Yusof N , Ismail AF. Post spinning and pyrolysis processes of polyacrylonitrile (pan)-based carbon fiber and activated carbon fiber: A review . J Anal Appl Pyrol 2012 ; 93 : 1 – 13 .

Martınez JD , Puy N , Murillo R et al.  Waste tyre pyrolysis—a review . Renew Sustain Energy Rev 2013 ; 23 : 179 – 213 .

Fonts I , Gea G , Azuara M et al.  Sewage sludge pyrolysis for liquid production: A review . Renew Sustain Energy Rev 2012 ; 16 : 2781 – 805 .

Wang G , Dai Y , Yang H et al.  A review of recent advances in biomass pyrolysis . Energy Fuels 2020 ; 34 : 15557 – 78 .

Dai L , Wang Y , Liu Y et al.  A review on selective production of value-added chemicals via catalytic pyrolysis of lignocellulosic biomass . Science Total Environ 2020 ; 749 : 142386 .

Harris PJF. Transmission electron microscopy of carbon: A brief history. J Caron Res 2018 ; 4 : 4 .

Walker PL Jr Presland AEB. Growth of single crystal graphite by pyrolysis of acetylene over metals . Carbon 1969 ; 7 : 1 – 8 .

Clark CH. Primary batteries . Electric Eng 1950 ; 69 : 515 – 8 .

Hazen RM , Jones AP , Baross JA. Carbon in Earth . Boston : De Gruyter, Inc ., 2018 .

Bonijoly M , Oberlin M , Oberlin A. A possible mechanism for natural graphite formation . Int J Coal Geol 1982 ; 1 : 283 – 12 .

Ohtomo Y , Kakegawa T , Ishida A et al.  Evidence for biogenic graphite in early Archaean ISUA metasedimentary rocks . Nat Geosci 2014 ; 7 : 25 – 8 .

Baker RR. A review of pyrolysis studies to unravel reaction steps in burning tobacco . J Anal Appl Pyrol 1987 ; 11 : 555 – 73 .

Learmonth GS , Nesbitt A , Thwaite DG. Flammability of plastics I. Relation between pyrolysis and burning . Br Polym J 1969 ; 1 : 149 – 53 .

Cundy VA. Combustion, 2nd edition by Irvin Glassman, Academic Press, Inc., Orlando, FL (1987) . Environ Prog 1993 ; 12 : M6 – 7 .

Jenkins GM , Jenkins A , Kawamura K. Polymeric Carbons: Carbon Fibre, Glass and Char . Cambridge University Press , 1976 .

Amin MN , Li Y , Lu X. In situ catalytic pyrolysis of low-rank coal for the conversion of heavy oils into light oils . Adv Mater Sci Eng 2017 ; 5612852 .

Chen J , Niksa S. The effects of secondary reactions on nitrogen distributions from rapid coal pyrolysis. In: International Energy Agency Coal Research Ltd. (ed.), 1991 International Conference on Coal Science Proceedings . Butterworth-Heinemann , 1991 , 580 – 3 .

Richter H , Mamic J , Morsy M et al.  Chapter 11—Coke production from low rank coals. In: Luo Z and Agraniotis M (eds), Low-Rank Coals for Power Generation, Fuel and Chemical Production . Woodhead Publishing, 2017 , 269 – 99 .

Bianco A , Cheng H-M , Enoki T et al.  All in the graphene family—a recommended nomenclature for two-dimensional carbon materials . Carbon 2013 ; 65 : 1 – 6 .

Collard F-X , Blin J. A review on pyrolysis of biomass constituents: Mechanisms and composition of the products obtained from the conversion of cellulose, hemicelluloses and lignin . Renew Sustain Energy Rev 2014 ; 38 : 594 – 608 .

Bridgwater AV. Review of fast pyrolysis of biomass and product upgrading. (Overcoming barriers to bioenergy: outcomes of the bioenergy network of excellence 2003–2009.) Biomass Bioenergy 2012 ; 38 : 68 – 94 .

He M , Xiao B , Liu S et al.  Syngas production from pyrolysis of municipal solid waste (MSW) with dolomite as downstream catalysts . J Anal Appl Pyrol 2010 ; 87 : 181 – 7 .

Lu J-S , Chang Y , Poon C-S et al.  Slow pyrolysis of municipal solid waste (MSW): A review . Bioresour Technol 2020 ; 312 : 123615 .

Korai Y , Mochida I. Preparation and properties of carbonaceous mesophase—soluble mesophase produced from A240 and coal tar pitch . Carbon 1985 ; 23 : 97 – 103 .

Liu D , Lou B , Li M et al.  Study on the preparation of mesophase pitch from modified naphthenic vacuum residue by direct thermal treatment . Energy Fuels 2016 ; 30 : 4609 – 18 .

Branca C , Blasi CD. Multistep mechanism for the devolatilization of biomass fast pyrolysis oils . Ind Eng Chem Res 2006 ; 45 : 5891 – 9 .

Vomero M , Mondragon NC , Stieglitz T . Electrochemical characterization and surface analysis of activated glassy carbon neural electrodes. In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , 2019 , 3923 – 6 .

Rial-Otero R , Galesio M , Capelo J-L et al.  A review of synthetic polymer characterization by pyrolysis–GC–MS . Chromatographia 2009 ; 70 : 339 – 48 .

Sharma S , Shyam Kumar CN , Korvink JG et al.  Evolution of glassy carbon microstructure: In situ transmission electron microscopy of the pyrolysis process . Sci Rep 2018 ; 8 : 16282 .

Allard LF , Overbury SH , Bigelow WC et al.  Novel MEMS-based gas-cell/heating specimen holder provides advanced imaging capabilities for in situ reaction studies . Microsc Microanal 2012 ; 18 : 656 – 66 .

Meuzelaar HLC , Haverkamp J , Hileman FD. Pyrolysis Mass Spectrometry of Recent and Fossil Biomaterials: Compendium and Atlas . Vol. 3—Techniques and Instrumentation in Analytical Chemistry . Amsterdam : Elsevier Scientific Pub. Co , 1982 .

Hugo H , Garza P , Pivak Y et al.  MEMS-based sample carriers for simultaneous heating and biasing experiments: A platform for in-situ TEM analysis . In: 2017 19th International Conference on Solid-State Sensors, Actuators and Microsystems (TRANSDUCERS) , 2017 , 2155 – 8 .

Kumar M , Srivastava N , Upadhyay SN et al.  Thermal degradation of dry kitchen waste: kinetics and pyrolysis products . Biomass Convers Biorefinery 2021 : 1 – 18 .

Zhang Y , Ji G , Chen C et al.  Liquid oils produced from pyrolysis of plastic wastes with heat carrier in rotary kiln . Fuel Process Technol 2020 ; 206 : 106455 .

Khan MZH , Sultana M , Al-Mamun MR et al.  Pyrolytic waste plastic oil and its diesel blend: Fuel characterization . J Environ Public Health 2016 ; 2016 : 1 – 6 .

Sowmya Dhanalakshmi C , Madhu P. Biofuel production of neem wood bark ( Azadirachta indica ) through flash pyrolysis in a fluidized bed reactor and its chromatographic characterization . Energy Sources A: Recovery Util Environ Eff 2021 ; 43 : 428 – 43 .

Gholizadeh M , Li C , Zhang S et al.  Progress of the development of reactors for pyrolysis of municipal waste . Sustain Energy Fuels 2020 ; 4 : 5885 – 915 .

Cai X , Cai H , Shang C et al.  Two-stage pyrolysis/gasification and plasma conversion technology for the utilization of solid waste . IEEE Trans Plasma Sci 2021 ; 49 : 191 – 213 .

Gueret C , Daroux M , Billaud F. Methane pyrolysis: thermodynamics . Chem Eng Sci 1997 ; 52 : 815 – 27 .

Cullis CF , Franklin NH , Gaydon AG. The pyrolysis of acetylene at temperatures from 500 to 1000°C . Proc R Soc Lond Ser A Math Phys Sci 1964 ; 280 : 139 – 52 .

Aronowitz D , Naegeli DW , Glassman I. Kinetics of the pyrolysis of methanol . J Phys Chem 1977 ; 81 : 2555 – 9 .

Lersmacher B , Lydtin H , Knippenberg WF et al.  Thermodynamische betrachtungen zur kohlenstoffabscheidung bei der pyrolyse gasf¨ormiger kohlenstoffverbindungen . Carbon 1967 ; 5 : 205 – 17 .

Sharma P , Pavelyev V , Kumar S et al.  Analysis on the synthesis of vertically aligned carbon nanotubes: growth mechanism and techniques . J Mater Sci Mater Electron 2020 ; 31 : 4399 – 443 .

Thrower PA. Chemistry & Physics of Carbon . Taylor & Francis, 1984 .

Lewis IC. Chemistry of carbonization . Carbon 1982 ; 20 : 519 – 29 .

Poutsma ML. Free-radical thermolysis and hydrogenolysis of model hydrocarbons relevant to processing of coal . Energy Fuels 1990 ; 4 : 113 – 31 .

Poutsma ML. Fundamental reactions of free radicals relevant to pyrolysis reactions . J Anal Appl Pyrol 2000 ; 54 : 5 – 35 .

Jenkins RG , Nandi SP , Walker PL. Reactivity of heat-treated coals in air at 500°C . Fuel 1973 ; 52 : 288 – 93 .

Biryukova GP , Shablygin MV , Mikhailov NV et al.  Relationship between the conditions of pyrolysis and the structural and chemical transformation of cellulose hydrate . Polym Sci USSR 1973 ; 15 : 1762 – 6 .

Ōtani S , Yamada K , Koitabashi T et al.  On the raw materials of MP carbon fiber . Carbon 1966 ; 4 : 425 – 32 .

Khorasheh F , Gray MR. High-pressure thermal cracking of n-hexadecane . Ind Eng Chem Res 1993 ; 32 : 1853 – 63 .

Shyam Kumar CN , Kiran Chakravadhanula VS , Riaz A et al.  Understanding the graphitization and growth of free-standing nanocrystalline graphene using in situ transmission electron microscopy . Nanoscale 2017 ; 9 : 12835 – 42 .

Zhu G , Zhu X , Xiao Z et al.  Study of cellulose pyrolysis using an in situ visualization technique and thermogravimetric analyzer . J Anal Appl Pyrol 2012 ; 94 : 126 – 30 .

Li M , Zeng F , Chang H et al.  Aggregate structure evolution of low-rank coals during pyrolysis by in-situ X-ray diffraction . Int J Coal Geol 2013 ; 116–117 : 262 – 9 .

Jurkiewicz K , Duber S , Fischer HE et al.  Modelling of glass-like carbon structure and its experimental verification by neutron and X-ray diffraction . J Appl Crystallogr 2017 ; 50 : 36 – 48 .

Lin J-F , Santoro M , Struzhkin VV et al.  In situ high pressure–temperature Raman spectroscopy technique with laser-heated diamond anvil cells . Rev Sci Instruments 2004 ; 75 : 3302 – 6 .

Anca-Couce A , Tsekos C , Retschitzegger S et al.  Biomass pyrolysis tga assessment with an international round robin . Fuel 2020 ; 276 : 118002 .

Kolawole FO , Kolawole SK , Varela LB et al.  Diamond-like carbon (DLC) coatings for automobile applications. Engineering Applications of Diamond [Working Title]. IntechOpen, 2020 .

Shimanoe H , Mashio T , Nakabayashi K et al.  Manufacturing spinnable mesophase pitch using direct coal extracted fraction and its derived mesophase pitch based carbon fiber . Carbon 2020 ; 158 : 922 – 9 .

Sevilla M , Dıez N , Fuertes AB. More sustainable chemical activation strategies for the production of porous carbons . ChemSusChem 2021 ; 14 : 94 – 117 .

Jiang-li SHI , Chang M. Preparation and characterization of spinnable mesophase pitches: A review . New Carbon Mater 2019 ; 34 : 211 – 9 . https://linkinghub.elsevier.com/retrieve/pii/S0008622319306670 , doi = 10.1016/j.carbon.2019.06.091.

Wampler TP. Applied Pyrolysis Handbook . CRC Press, 2007 .

Saebea D , Ruengrit P , Arpornwichanop A et al.  Gasification of plastic waste for synthesis gas production . Energy Rep 2020 ; 6 : 202 – 7 . (The 6th International Conference on Energy and Environment Research—Energy and Environment: Challenges towards Circular Economy.)

Baird T , Fryer JR , Grant B. Carbon formation on iron and nickel foils by hydrocarbon pyrolysis—reactions at 700°C . Carbon 1974 ; 12 : 591 – 602 .

Boehm HP , Clauss A , Fischer GO et al.  The adsorption behavior of very thin carbon films . J Inorganic Gen Chem 1962 : 316 : 119 – 27 .

Wallace PR. The band theory of graphite . Phys Rev 1947 ; 71 : 622 – 34 .

Brodie BC. . II. On the atomic weight of graphite . Proc R Soc Lond 1860 ; 10 : 11 – 2 .

Novoselov KS , Geim AK , Morozov SV et al.  Electric field effect in atomically thin carbon films . Science 2004 ; 306 : 666 – 9 .

Cassell AM , Raymakers JA , Kong J et al.  Large scale cvd synthesis of single-walled carbon nanotubes . J Phys Chem B 1999 ; 103 : 6484 – 92 .

Zou JZ , Zeng XR , Xiong XB et al.  Preparation of vapor grown carbon fibers by microwave pyrolysis chemical vapor deposition . Carbon 2007 ; 45 : 828 – 32 .

Kumar M , Ando Y. Chemical vapor deposition of carbon nanotubes: A review on growth mechanism and mass production . J Nanosci Nanotechnol 2010 ; 10 : 3739 – 58 .

Huang S , Maynor B , Cai X et al.  Ultralong, well-aligned single-walled carbon nanotube architectureson surfaces . Adv Mater 2003 ; 15 : 1651 – 5 .

Kleckley S , Wang H , Oladeji I et al.  Fullerenes and Polymers Produced by the Chemical Vapor Deposition Method , Vol. 681 of ACS Symposium Series. American Chemical Society, 1997 , 51 – 60 .

Dong G , van Baarle DW , Frenken JWM. Chapter 2—Graphene formation on metal surfaces investigated by in-situ STM. In: Aliofkhazraei M (ed.), Advances in Graphene Science , Rijeka : IntechOpen , 2013 .

Kalita G , Tanemura M . Chapter 3—Fundamentals of chemical vapor deposited graphene and emerging applications. In: Kyzas GZ and Mitropoulos AC (eds), Graphene Materials . Rijeka: IntechOpen, 2017 .

Avouris P, Dimitrakopolous C. Graphene: synthesis and applications . Mater Today 2012 ; 15 : 86 – 97 .

Wang JB , Ren Z , Hou Y et al.  A review of graphene synthesis at low temperatures by CVD methods . New Carbon Mater 2020 ; 35 : 193 – 208 .

Bilisik K , Akter M. Graphene nanocomposites: A review on processes, properties, and applications . J Ind Textiles 2021 ;152808372110242.

Drogowska-Horna K , Frank O , Kalbac M. Chapter 10—Chemical vapor deposition (CVD) growth of graphene films. In: Skakalova V and Kaiser AB (eds), Graphene . 2nd edn. Woodhead Publishing Series in Electronic and Optical Materials. Woodhead Publishing , 2021 , 199 – 222 .

Ma L-P , Ren W , Cheng H-M. Transfer methods of graphene from metal substrates: A review . Small Methods 2019 ; 3 : 1900049 .

Saeed M , Alshammari Y , Majeed SA et al.  Chemical vapour deposition of graphene—synthesis, characterisation, and applications: A review . Molecules 2020 ; 25 .

Haddon RC. Carbon nanotubes . Acc Chem Res 2002 ; 35 : 997 .

Oberlin A , Endo M , Koyama T. Filamentous growth of carbon through benzene decomposition . J Crystal Growth 1976 ; 32 : 335 – 49 .

Lee CJ , Park J , Yu JA. Catalyst effect on carbon nanotubes synthesized by thermal chemical vapor deposition . Chem Phys Lett 2002 ; 360 : 250 – 5 .

Awasthi K , Srivastava A , Srivastava ON. Synthesis of carbon nanotubes . J Nanosci Nanotechnol 2005 ; 5 : 1616 – 36 .

Oncel C , Yurum Y. Carbon nanotube synthesis via the catalytic CVD method: A review on the effect of reaction parameters . Fuller Nanotub Carbon Nanostruct 2006 ; 14 : 17 – 37 .

Liu Y , He J , Zhang N et al.  Advances of microwave plasma-enhanced chemical vapor deposition in fabrication of carbon nanotubes: a review . J Mater Sci 2021 ; 56 : 12559 – 83 .

Wang X-D , Vinodgopal K , Dai G-P. Synthesis of carbon nanotubes by catalytic chemical vapor Deposition. In: El-Din Saleh H , Mohamed El-Sheikh SM (eds), Perspective of Carbon Nanotubes. IntechOpen , 2019 .

Saputri DD , Janah AM , Saraswati TE. Synthesis of carbon nanotubes (CNT) by chemical vapor deposition (CVD) using a biogas-based carbon precursor: a review . IOP Conf Ser Mater Sci Eng 2020 ; 959 : 012019 .

Pant M , Singh R , Negi P et al.  A comprehensive review on carbon nano-tube synthesis using chemical vapor deposition . Mater Today Proc 2021 ;46(20): 11250 – 11253 .

Shoukat R , Khan MI. Carbon nanotubes: a review on properties, synthesis methods and applications in micro and nanotechnology . Microsyst Technol , 2021 .

Ishioka M , Okada T , Matsubara K et al.  Formation of vapor-grown carbon fibers in CO-CO 2 -H 2 mixtures, II. Influence of catalyst . Carbon 1992 ; 30 : 865 – 8 .

Ishioka M , Okada T , Matsubara K. Preparation of vapor-grown carbon fibers by floating catalyst method in Linz-Donawitz converter gas: Influence of catalyst size . Carbon 1993 ; 31 : 699 – 703 .

Baker RTK. Catalytic growth of carbon filaments . Carbon 1989 ; 27 : 315 – 23 .

Mordkovich VZ. Carbon nanofibers: A new ultrahigh-strength material for chemical technology . Theor Found Chem Eng 2003 ; 37 : 429 – 38 .

Endo M , Kroto HW. Formation of carbon nanofibers . J Phys Chem 1992 ; 96 : 6941 – 4 .

Yoon YJ , Baik HK. Catalytic growth mechanism of carbon nanofibers through chemical vapor deposition . Diam Relat Mater 2001 ; 10 : 1214 – 7 . (11th European Conference on Diamond, Diamond-like Materials, Carbon Nanotubes, Nitrides and Silicon Carbide.)

Rodriguez NM. A review of catalytically grown carbon nanofibers . J Mater Res 1993 ; 8 : 3233 – 50 .

Kim YA , Hayashi T , Endo M et al.  Carbon nanofibers. In: Vajtai R (ed.), Springer Handbook of Nanomaterials . Berlin, Heidelberg : Springer , 2013 , 233 – 62 .

Al-Saleh MH , Sundararaj U. A review of vapor grown carbon nanofiber/polymer conductive composites . Carbon 2009 ; 47 : 2 – 22 .

Zhou G , Yao H , Zhou Y et al.  Self-assembled complexes of graphene oxide and oxidized vapor-grown carbon fibers for simultaneously enhancing the strength and toughness of epoxy and multi-scale carbon fiber/epoxy composites . Carbon 2018 ; 137 : 6 – 18 .

Lu Y , Sun DX , Qi XD et al.  Achieving ultrahigh synergistic effect in enhancing conductive properties of polymer composites through constructing the hybrid network of ‘rigid’ submicron vapor grown carbon fibers and ‘reelable’ carbon nanotubes . Composit Sci Technol 2020 ; 193 : 108141 .

Buckley JD , Edie DD. Carbon–Carbon Materials and Composites , Elsevier Science , 1993 .

Ting J-M , Lake ML. Vapor-grown carbon-fiber reinforced carbon composites . Carbon 1995 ; 33 : 663 – 7 .

Dhakate SR , Mathur RB , Dhami TL. Development of vapor grown carbon fibers (VGCF) reinforced carbon/carbon composites . J Mater Sci 2006 ; 41 : 4123 – 31 .

Figueiredo JL , Bernardo CA , Baker RTK et al.  Carbon Fibers Filaments and Composites. Nato Science Series E . Netherlands : Springer , 2013 .

Qanati MV, Rasooli A . Microstructural and main mechanical properties of novalac based carbon–carbon composites as the pyrolysis heating rate . Ceramics Int. , 2021 ;47(19): 26808 – 26821 .

Endo M , Kim YA , Hayashi T et al.  Vapor-grown carbon fibers (VGCFs): Basic properties and their battery applications . Carbon 2001 ; 39 : 1287 – 97 .

Nagaraju M , Sekhar SC , Arbaz SJ et al.  Solvothermal-derived nanoscale spinel bimetallic oxide particles rationally bridged with conductive vapor-grown carbon fibers for hybrid supercapacitors . Appl Surf Sci 2021 ; 563 : 150223 .

Angus JC , Will HA , Stanko WS. Growth of diamond seed crystals by vapor deposition . J Appl Phys 1968 ; 39 : 2915 – 22 .

Chauhan SP , Angus JC , Gardner NC. Kinetics of carbon deposition on diamond powder . J Appl Phys 1976 ; 47 : 4746 – 54 .

Harigai T , Degai S , Sugie Y et al.  Improvement of drilling performance by overcoating diamond-like carbon films on diamond-coated drills for carbon fiber reinforced plastics processing . Vacuum 2021 ; 183 : 109755 .

May PW , Mankelevich YA. From ultrananocrystalline diamond to single crystal diamond growth in hot filament and microwave plasma-enhanced cvd reactors: a unified model for growth rates and grain sizes . J Phys Chem C 2008 ; 112 : 12432 – 41 .

Wan BQ , Sun XY , Ma HT et al.  Plasma enhanced chemical vapor deposition of diamond coatings on CU–W and CU–WC composites . Surf Coatings Technol 2015 ; 284 : 133 – 8 . (The 42nd International Conference on Metallurgical Coatings and Thin Films.)

Nemanich RJ , Carlisle JA , Hirata A et al.  CVD diamond—research, applications, and challenges . MRS Bull , 2014 ; 39 : 490 – 4 .

Li JT , Stanford MG , Chen W et al.  Laminated laser-induced graphene composites . ACS Nano 2020 ; 14 : 7911 – 9 .

Robertson J. Properties of diamond-like carbon . Surf Coatings Technol 1992 ; 50 : 185 – 203 .

Erdemir A , Donnet C. Tribology of diamond-like carbon films: recent progress and future prospects . J Phys D Appl Phys 2006 ; 39 : R311 – 27 .

Polushin NI , Laptev AI , Spitsyn BV et al.  Deposition of boron-doped thin CVD diamond films from methane-triethyl borate-hydrogen gas mixture . Processes 2020 ; 8 : 666 .

Chen W , Li W , Liu F et al.  Microstructure of boron doped diamond electrodes and studies on its basic electrochemical characteristics and applicability of dye degradation . J Environ Chem Eng 2020 ; 8 : 104348 .

Pinault-Thaury M-A , Stenger I , Gillet R et al.  Attractive electron mobility in (113) n-type phosphorus-doped homoepitaxial diamond . Carbon 2021 ; 175 : 254 – 8 .

Song J-S , Park YS , Kim N-H. Hydrophobic anti-reflective coating of plasma-enhanced chemical vapor deposited diamond-like carbon thin films with various thicknesses for dye-sensitized solar cells . Appl Sci 2021 ; 11 ( 1 ):358.

Roy RK , Lee K-R. Biomedical applications of diamond-like carbon coatings: A review . J Biomed Mater Res B Appl Biomater 2007 ; 83B : 72 – 84 .

Shahsavari F , Ehteshamzadeh M , Amin MH et al.  A comparative study of surface morphology, mechanical and tribological properties of dlc films deposited on CR and NI nanolayers . Ceramics Int 2020 ; 46 : 5077 – 85 .

Gotze A , Makowski S , Kunze T et al.  Tetrahedral amorphous carbon coatings for friction reduction of the valve train in internal combustion engines . Adv Eng Mater 2014 ; 16 : 1226 – 33 .

Dearnaley G , Arps JH. Biomedical applications of diamond-like carbon (DLC) coatings: A review . Surf Coatings Technol 2005 ; 200 : 2518 – 24 .

Zia AW , Zhou Z , Li LK-Y. Chapter 7—Structural, mechanical, and tribological characteristics of diamond-like carbon coatings. In: Nguyen Tri P , Rtimi S , Ouellet Plamondon CM (eds), Nanomaterials-Based Coatings—Micro and Nano Technologies . Elsevier , 2019 , 171 – 94 .

Yasuoka Y , Harigai T , Oh J-S et al.  Diamond-like carbon films from CO source gas by RF plasma CVD method . Japan J Appl Phys 2014 ; 54 : 01AD04 .

Al Mamun MA , Furuta H , Hatta A. Pulsed DC plasma CVD system for the deposition of DLC films . Mater Today Commun 2018 ; 14 : 40 – 6 .

Tallant DR , Parmeter JE , Siegal M et al.  The thermal stability of diamond-like carbon . Diam Relat Mater 1995 ; 4 : 191 – 9 .

Sahoo S , Pradhan SK , Jeevitha M et al.  A study of diamond like carbon/chromium films deposited by microwave plasma activated chemical vapor deposition . J Non-Crystal Solids 2014 ; 386 : 14 – 8 .

Ruijun Z , Hongtao M. Nano-mechanical properties and nano-tribological behaviors of nitrogen-doped diamond-like carbon (DLC) coatings . J Mater Sci 2006 ; 41 : 1705 – 9 .

Schwarz C , Heeg J , Rosenberg M et al.  Investigation on wear and adhesion of graded SI/SIC/DLC coatings deposited by plasma-enhanced-CVD . Diam Relat Mater 2008 ; 17 : 1685 – 8 . (Proceedings of Diamond 2007, the 18th European Conference on Diamond, Diamond-Like Materials, Carbon Nanotubes, Nitrides and Silicon Carbide.)

Lowe J. Chapter 11—Aerospace applications. In: Long AC (ed), Design and Manufacture of Textile Composites . Woodhead Publishing Series in Textiles. Woodhead Publishing , 2005 , 405 – 23 .

Ahmad H , Markina AA , Porotnikov MV et al.  A review of carbon fiber materials in automotive industry . IOP Conf Ser Mater Sci Eng 2020 ; 971 : 032011 .

Joosse PA , van Delft DRV , Kensche C et al.  Cost effective large blade components by using carbon fibers . J Solar Energy Eng 2002 ; 124 : 412 – 8 .

Hashimoto K , Imae T. The spinnability of aqueous polymer solutions . Polym J 1990 ; 22 : 331 – 5 .

Liu F , Wang H , Xue L et al.  Effect of microstructure on the mechanical properties of pan-based carbon fibers during high-temperature graphitization . J Mater Sci 2008 ; 43 : 4316 – 22 .

Anton F . Process and apparatus for preparing artificial threads. US Patent No. 1,975,504, 1934 .

Edie DD , Dunham MG. Melt spinning pitch-based carbon fibers . Carbon 1989 ; 27 : 647 – 55 . (Carbon Fibers and Composites.)

Yarin AL , Koombhongse S , Reneker DH. Taylor cone and jetting from liquid droplets in electrospinning of nanofibers . J Appl Phys 2001 ; 90 : 4836 – 46 .

Liu Y , Kumar S. Recent progress in fabrication, structure, and properties of carbon fibers . Polym Rev 2012 ; 52 : 234 – 58 .

Rahaman MSA , Ismail AF , Mustafa A. A review of heat treatment on polyacrylonitrile fiber . Polym Degrad Stab 2007 ; 92 : 1421 – 32 .

Oya A , Yoshida S , Alcaniz-Monge J et al.  Formation of mesopores in phenolic resin-derived carbon fiber by catalytic activation using cobalt . Carbon 1995 ; 33 : 1085 – 90 .

Wang S , Bai J , Innocent MT et al.  Lignin-based carbon fibers: Formation, modification and potential applications . Green Energy Environ , 2021 .

Dumanlı AG , Windle AH. Carbon fibres from cellulosic precursors: A review . J Mater Sci 2012 ; 47 : 4236 – 50 .

Tang MM , Bacon R. Carbonization of cellulose fibers—I. Low temperature pyrolysis . Carbon 1964 ; 2 : 211 – 20 .

Chand S. Review carbon fibers for composites . J Mater Sci 2000 ; 35 : 1303 – 13 .

Frank E , Ingildeev D , Buchmeiser MR. Chapter 2—High-performance pan-based carbon fibers and their performance requirements. In: Bhat G (ed.), Structure and Properties of High-Performance Fibers, Woodhead Publishing Series in Textiles . Oxford: Woodhead Publishing , 2017 , 7 – 30 .

Forintos N , Czigany T. Multifunctional application of carbon fiber reinforced polymer composites: Electrical properties of the reinforcing carbon fibers—a short review . Compos B: Eng 2019 ; 162 : 331 – 43 .

Karger-Kocsis J , Mahmood H , Pegoretti A. All-carbon multi-scale and hierarchical fibers and related structural composites: A review . Compos Sci Technol 2020 ; 186 : 107932 .

Savage G , Savage GM , Savage E. Carbon–Carbon Composites . Chapman & Hall, 1993 .

Scarponi C. Chapter 13—Carbon–carbon composites in aerospace engineering. In: Rana S , Fangueiro R (eds), Advanced Composite Materials for Aerospace Engineering , Woodhead Publishing , 2016 , 385 – 412 .

Manocha LM. High performance carbon–carbon composites . Sadhana 2003 ; 28 : 349 – 58 .

Huang X. Fabrication and properties of carbon fibers . Materials 2009 ; 2 : 2369 – 403 .

Wazir AH , Kakakhel L. Preparation and characterization of pitch-based carbon fibers . New Carbon Mater 2009 ; 24 : 83 – 8 .

Naito K , Tanaka Y , Yang J-M et al.  Flexural properties of pan- and pitch-based carbon fibers . J Am Ceram Soc 2008 ; 92 : 186 – 92 .

Otani S. On the carbon fiber from the molten pyrolysis products . Carbon 1965 ; 3 : 31 – 8 .

Kershaw JR. The chemical composition of a coal-tar pitch . Polycycl Aromat Compd 1993 ; 3 : 185 – 97 .

Endo M. Structure of mesophase pitch-based carbon fibres . J Mater Sci 1988 ; 23 : 598 – 605 .

Liu J , Chen X , Liang D et al.  Development of pitch-based carbon fibers: a review . Energy Sources A: Recovery Util Environ Eff 2020 : 1 – 21 .

Goodhew PJ , Clarke AJ , Bailey JE. A review of the fabrication and properties of carbon fibres . Mater Sci Eng 1975 ; 17 : 3 – 30 .

Park SH , Kim C , Yang KS. Preparation of carbonized fiber web from electrospinning of isotropic pitch . Synth Met 2004 ; 143 : 175 – 9 .

Park SH , Kim C , Jeong YI et al.  Activation behaviors of isotropic pitch-based carbon fibers from electrospinning and meltspinning . Synth Met 2004 ; 146 : 207 – 12 .

Shi Z , Chong C , Wang J et al.  Electrospun pitch/polyacrylonitrile composite carbon nanofibers as high performance anodes for lithium-ion batteries . Mater Lett 2015 ; 159 : 341 – 4 .

Otani S , Kokubo Y , Koitabashi T. The preparation of highly-oriented carbon fiber from pitch material . Bull Chem Soc Jap 1970 ; 43 : 3291 – 2 .

Edie DD. Pitch and mesophase fibers. In: Figueiredo JL , Bernardo CA , Baker RTK et al.  (eds), Carbon Fibers Filaments and Composites . Dordrecht, The Netherlands : Springer , 1990 , 43 – 72 .

Daulbayev C , Kaidar B , Sultanov F et al.  The recent progress in pitch derived carbon fibers applications. A review . South Afr J Chem Eng 2021 ; 38 : 9 – 20 .

Ohnishi T , Murase I , Noguchi T et al.  Preparation of graphite film by pyrolysis of polymers . Synth Met 1987 ; 18 : 497 – 502 . (Proceedings of the International Conference of Science and Technology of Synthetic Metals.)

Du W. From graphite to graphene: direct liquid-phase exfoliation of graphite to produce single- and few-layered pristine graphene . J Mater Chem A , 2013 ; 1 : 10592 – 606 .

Yoo K , Takei Y , Kim S et al.  Direct physical exfoliation of few-layer graphene from graphite grown on a nickel foil using polydimethylsiloxane with tunable elasticity and adhesion . Nanotechnology 2013 ; 24 : 205302 .

Qian M , Zhou YS , Gao Y et al.  Production of few-layer graphene through liquid-phase pulsed laser exfoliation of highly ordered pyrolytic graphite . Appl Surf Sci 2012 ; 258 : 9092 – 5 .

Betancur AF , Ornelas-Soto N , Garay-Tapia AM et al.  A general strategy for direct synthesis of reduced graphene oxide by chemical exfoliation of graphite . Mater Chem Phys 2018 ; 218 : 51 – 61 .

Liu F , Wang C , Sui X et al.  Synthesis of graphene materials by electrochemical exfoliation: Recent progress and future potential . Carbon Energy 2019 ; 1 : 173 – 99 .

Cooper AJ , Wilson NR , Kinloch IA et al.  Single stage electrochemical exfoliation method for the production of few-layer graphene via intercalation of tetraalkylammonium cations . Carbon 2014 ; 66 : 340 – 50 .

Bourelle E , Claude-montigny B , Metrot A. Electrochemical exfoliation of HOPG in formic—sulfuric acid mixtures . Mol Cryst Liq Cryst Sci Technol A: Mol Cryst Liq Cryst 1998 ; 310 : 321 – 6 .

Legall H , Stiel H , Nickles P-V et al.  Applications of highly oriented pyrolytic graphite (HOPG) for X-ray diagnostics and spectroscopy. In: Kyrala GA , Gauthier J-CJ , MacDonald CA et al.  (eds), Laser-Generated, Synchrotron, and Other Laboratory X-Ray and EUV Sources, Optics, and Applications II . Vol. 5918. International Society for Optics and Photonics, SPIE , 2005 , 11 – 21 .

Legall H , Stiel H , Arkadiev V et al.  High spectral resolution X-ray optics with highly oriented pyrolytic graphite . Opt Express 2006 ; 14 : 4570 – 6 .

Xiao J , Zhang L , Zhou K et al.  Anisotropic friction behaviour of highly oriented pyrolytic graphite . Carbon 2013 ; 65 : 53 – 62 .

Kim Y , Hong M , Oh H et al.  Solid electrolyte interphase revealing interfacial electrochemistry on highly oriented pyrolytic graphite in a water-in-salt electrolyte . J Phys Chem C 2020 ; 124 : 20135 – 42 .

Enoki T , Suzuki M , Endo M. Graphite Intercalation Compounds and Applications . Oxford University Press , 2003 .

Kaspar P , Sobola D , Dallaev R et al.  Characterization of Fe 2 O 3 thin film on highly oriented pyrolytic graphite by AFM, ellipsometry and XPS . Appl Surf Sci 2019 ; 493 : 673 – 8 .

RE Franklin . Crystallite growth in graphitizing and non-graphitizing carbons . Proc R Soc Lond A Math Phys Eng Sci 1951 ; 209 : 196 – 218 .

Sharma S , Kamath R , Madou M. Porous glassy carbon formed by rapid pyrolysis of phenol-formaldehyde resins and its performance as electrode material for electrochemical double layer capacitors . J Anal Appl Pyrol 2014 ; 108 : 12 – 8 .

Eckert H , Levendis YA , Flagan RC. Glassy carbons from poly(furfuryl alcohol) copolymers: structural studies by high-resolution solid-state nmr techniques . J Phys Chem 1988 ; 92 : 5011 – 9 .

Pesin LA. Review structure and properties of glass-like carbon . J Mater Sci 2002 ; 37 : 1 – 28 .

Van der Linden WE , Dieker JW. Glassy carbon as electrode material in electro-analytical chemistry . Anal Chim Acta 1980 ; 119 : 1 – 24 .

Tarvainen T , Patiala H , Tunturi T et al.  Bone growth into glassy carbon implants: A rabbit experiment . Acta Orthop Scand 1985 ; 56 : 63 – 6 .

Tarvainen UT , Tunturi TO , Paronen I et al.  Glassy carbon implant as a bone graft substitute: An experimental study on rabbits . Clin Mater 1994 ; 17 : 93 – 8 .

Angle M , Blair G , Maier C . Method for molding glass lenses, 1974 .

Plaza MG , Pevida C , Martın CF et al.  Developing almond shell-derived activated carbons as co2 adsorbents . Sep Purif Technol 2010 ; 71 : 102 – 6 .

Singh RK , Ruj B , Sadhukhan AK et al.  Waste plastic to pyrolytic oil and its utilization in CI engine: Performance analysis and combustion characteristics . Fuel 2020 ; 262 : 116539 .

Manocha SM. Porous carbons . Sadhana 2003 ; 28 : 335 – 48 .

Rodrıguez-Reinoso F , Molina-Sabio M. Activated carbons from lignocellulosic materials by chemical and/or physical activation: An overview. Carbon 1992 ; 30 : 1111 – 8 .

Huang SJ , Yu YC , Lee TY et al.  Correlations and characterization of porous solids by fractal dimension and porosity . Phys A Statist Mech Appl 1999 ; 274 : 419 – 32 .

Reza MS , Yun CS , Afroze S et al.  Preparation of activated carbon from biomass and its applications in water and gas purification, a review . Arab J Basic Appl Sci 2020 ; 27 : 208 – 38 .

Rivera-Utrilla J , Sanchez-Polo M , Gomez-Serrano V et al.  Activated carbon modifications to enhance its water treatment applications. An overview . J Hazard Mater 2011 ; 187 : 1 – 23 .

Altıntıg E , Yenigun M , Sarı A et al.  Facile synthesis of zinc oxide nanoparticles loaded activated carbon as an eco-friendly adsorbent for ultra-removal of malachite green from water . Environ Technol Innov 2021 ; 21 : 101305 .

Mohamad Nor N , Lau LC , Lee KT et al.  Synthesis of activated carbon from lignocellulosic biomass and its applications in air pollution control—a review . J Environ Chem Eng 2013 ; 1 : 658 – 66 .

Wang H , Li Z , Yahyaoui S et al.  Effective adsorption of dyes on an activated carbon prepared from carboxymethyl cellulose: Experiments, characterization and advanced modelling . Chem Eng J 2021 ; 417 : 128116 .

Singh G , Lakhi KS , Sil S et al.  Biomass derived porous carbon for CO 2 capture . Carbon 2019 ; 148 : 164 – 86 .

Lu W , Cao X , Hao L et al.  Activated carbon derived from pitaya peel for supercapacitor applications with high capacitance performance . Mater Lett 2020 ; 264 : 127339 .

Ukkakimapan P , Sattayarut V , Wanchaem T et al.  Preparation of activated carbon via acidic dehydration of durian husk for supercapacitor applications . Diam Relat Mater 2020 ; 107 : 107906 .

Streit AFM , Collazzo GC , Druzian SP et al.  Adsorption of ibuprofen, ketoprofen, and paracetamol onto activated carbon prepared from effluent treatment plant sludge of the beverage industry . Chemosphere 2021 ; 262 : 128322 .

Bernal V , Giraldo L , Moreno-Pirajan JC. Physicochemical properties of activated carbon: Their effect on the adsorption of pharmaceutical compounds and adsorbate–adsorbent interactions . Carbon 2018 ; 4 ( 4 ):62.

Roy GM. Activated Carbon Applications in the Food and Pharmaceutical Industries . Taylor & Francis , 1994 .

Maldonado JR , Peckerar M. X-ray lithography: Some history, current status and future prospects . Microelectr Eng 2016 ; 161 : 87 – 93 .

Yang C , Cao Q , Puthongkham P et al.  3D-printed carbon electrodes for neurotransmitter detection . Angew Chem Int Ed 2018 ; 57 : 14255 – 9 .

Peng Z , Lin J , Ye R et al.  Flexible and stackable laser-induced graphene supercapacitors . ACS Appl Mater Interf 2015 ; 7 : 3414 – 9 .

Mamleyev ER , Falk F , Weidler PG et al.  Polyaramid-based flexible antibacterial coatings fabricated using laser-induced carbonization and copper electroplating . ACS Appl Mater Interf 2020 ; 12 : 53193 – 205 .

Cisquella-Serra A , Gamero-Castano M , Ferrer-Argemi L et al.  Controlled joule-heating of suspended glassy carbon wires for localized chemical vapor deposition . Carbon 2020 ; 156 : 329 – 38 .

Mantis I , Hemanth S , Caviglia C et al.  Suspended highly 3D interdigitated carbon microelectrodes . Carbon 2021 ; 179 : 579 – 89 .

Asif A , Heiskanen A , Emneus J et al.  Pyrolytic carbon nanograss electrodes for electrochemical detection of dopamine . Electrochim Acta 2021 ; 379 : 138122 .

Mishra R , Pramanick B , Maiti TK et al.  Glassy carbon microneedles—new transdermal drug delivery device derived from a scalable c-MEMs process . Microsyst Nanoeng 2018 ; 4 : 38 .

Hemanth S , Caviglia C , Keller SS. Suspended 3d pyrolytic carbon microelectrodes for electrochemistry . Carbon 2017 ; 121 : 226 – 34 .

Romppainen H . Carbon nanotube modified pyrolyzed carbon 3D microelectrodes. Master’s thesis, School of Electrical Engineering, Aalto University, 2021 .

Goring G , Dietrich P-I , Blaicher M et al.  Tailored probes for atomic force microscopy fabricated by two-photon polymerization . Appl Phys Lett 2016 ; 109 : 063101 .

Thiha A , Ibrahim F , Muniandy S et al.  All-carbon suspended nanowire sensors as a rapid highly-sensitive label-free chemiresistive biosensing platform . Biosens Bioelectr 2018 ; 107 : 145 – 52 .

Hemanth S , Halder A , Caviglia C et al.  3D carbon microelectrodes with bio-functionalized graphene for electrochemical biosensing . Biosensors 2018 ; 8 : 70 .

Burks R , Walker Z , O’Neill C et al.  Microfabrication of multi-layer glassy carbon microstructures through dye-doped negative photoresists . J Micromech Microeng 2019 ; 29 : 125012 .

Vomero M , Gueli C , Zucchini E et al.  Flexible bioelectronic devices based on micropatterned monolithic carbon fiber mats . Adv Mater Technol 2020 ; 5 : 1900713 .

Castagnola E , Winchester Vahidi N , Nimbalkar S et al.  In vivo dopamine detection and single unit recordings using intracortical glassy carbon microelectrode arrays . MRS Adv 2018 ; 3 : 1629 – 34 .

Pramanick B , Mandal N , Mondal D et al.  C-mems derived glassy carbon electrodes as sensitive electrochemical biosensors. In: 2018 IEEE SENSORS , IEEE, 2018 : 1 – 4 .

Vaca S , Pilloni O , Gomez AR et al.  Photolithographically-patterned c-MEMS graphene by carbon diffusion through nickel . Nanotechnology 2020 ; 32 : 265302 .

Herlin N , Bohn I , Reynaud C et al.  Nanoparticles produced by laser pyrolysis of hydrocarbons: analogy with carbon cosmic dust . Astron Astrophys 1998 ; 330 : 1127 – 35 .

Galvez A , Herlin-Boime N , Reynaud C et al.  Carbon nanoparticles from laser pyrolysis . Carbon 2002 ; 40 : 2775 – 89 .

Ortelli EE , Geiger F , Lippert T et al.  UV-laser-induced decomposition of kapton studied by infrared spectroscopy . Macromolecules 2000 ; 33 : 5090 – 7 .

Srinivasan R , Braren B. Ultraviolet laser ablation of organic polymers . Chem Rev 1989 ; 89 : 1303 – 16 .

Ortelli EE , Geiger F , Lippert T et al.  Pyrolysis of kapton ® in air: An in situ drift study . Appl Spectrosc 2001 ; 55 : 412 – 9 .

Schaaf P. Laser Processing of Materials: Fundamentals, Applications and Developments . Springer Series in Materials Science . Berlin, Heidelberg: Springer , 2010 .

Duy LX , Peng Z , Li Y et al.  Laser-induced graphene fibers . Carbon 2018 ; 126 : 472 – 9 .

Lu Y , Lyu H , Richardson AG et al.  Flexible neural electrode array based-on porous graphene for cortical microstimulation and sensing . Sci Rep 2016 ; 6 : 33526 .

Oliveira A , Ordonez JS , Vajari DA et al.  Laser-induced carbon pyrolysis of electrodes for neural interface systems . Eur J Trans Myol 2016 ; 26 : 6062 .

Vomero M , Oliveira A , Ashouri D et al.  Graphitic carbon electrodes on flexible substrate for neural applications entirely fabricated using infrared nanosecond laser technology . Sci Rep 2018 ; 8 : 14749 .

Rahimi R , Ochoa M , Yu W et al.  Highly stretchable and sensitive unidirectional strain sensor via laser carbonization . ACS Appl Mater Interf 2015 ; 7 : 4463 – 70 .

Huang L , Xu S , Wang Z et al.  Self-reporting and photothermally enhanced rapid bacterial killing on a laser-induced graphene mask . ACS Nano 2020 ; 14 : 12045 – 53 .

Ye R , James DK , Tour JM. Laser-induced graphene . Acc Chem Res 2018 ; 51 : 1609 – 20 .

In JB , Hsia B , Yoo J-H et al.  Facile fabrication of flexible all solid-state micro-supercapacitor by direct laser writing of porous carbon in polyimide . Carbon 2015 ; 83 : 144 – 51 .

Rahimi R , Ochoa M , Tamayol A et al.  Highly stretchable potentiometric pH sensor fabricated via laser carbonization and machining of carbon-polyaniline composite . ACS Appl Mater Interf 2017 ; 9 : 9015 – 23 .

Wu W , Liang R , Lu L et al.  Preparation of superhydrophobic laser-induced graphene using taro leaf structure as templates . Surf Coat Technol 2020 ; 393 : 125744 .

Cai J , Lv C , Watanabe A. Laser direct writing of high-performance flexible all-solid-state carbon micro-supercapacitors for an on-chip self-powered photodetection system . Nano Energy 2016 ; 30 : 790 – 800 .

Shim HC , Tran CV , Hyun S et al.  Three-dimensional laser-induced holey graphene and its dry release transfer onto Cu foil for high-rate energy storage in lithium-ion batteries . Appl Surf Sci 2021 ; 564 : 150416 .

Karimi G , Lau I , Fowler M et al.  Parametric study of laser-induced graphene conductive traces and their application as flexible heaters . Int J Energy Res 2021 ; 45 : 13712 – 25 .

Santos NF , Pereira SO , Moreira A et al.  IR and UV laser-induced graphene: Application as dopamine electrochemical sensors . Adv Mater Technol 2021 ; 6 : 2100007 .

Jeong S-Y , Lee J-U , Hong S-M et al.  Highly skin-conformal laser-induced graphene-based human motion monitoring sensor . Nanomaterials 2021 ; 11 ( 4 ):951.

Lin N , Chen H , Wang W et al.  Laser-induced graphene/MoO 2 core-shell electrodes on carbon cloth for integrated, high-voltage, and in-planar microsupercapacitors . Adv Mater Technol 2021 ; 6 : 2000991 .

Dworzanski JP , Meuzelaar HLC. Pyrolysis mass spectrometry methods. In: Lindon JC (ed.), Encyclopedia of Spectroscopy and Spectrometry , 2nd edn. Oxford : Academic Press , 1999 , 2301 – 13 .

Boon JJ. Analytical pyrolysis mass spectrometry: new vistas opened by temperature-resolved in-source PYMS . Int J Mass Spectrom Ion Processes 1992 ; 118–119 : 755 – 87 (Advances in Mass Spectrometry.)

Kusch EP , Mohd MA. Advanced Gas Chromatography—Progress in Agricultural, Biomedical and Industrial Applications . InTech , 2005 .

Kruge MA , Gallego JLR , Lara-Gonzalo A et al.  Chapter 7—Environmental forensics study of crude oil and petroleum product spills in coastal and oilfield settings: Combined insights from conventional GC–MS, thermodesorption–GC–MS, and pyrolysis–GC–MS. In: Stout SA , Wang Z (eds), Oil Spill Environmental Forensics Case Studies . Butterworth-Heinemann , 2018 , 131 – 55 .

Lucejko JJ , Tamburini D , Modugno F et al.  Analytical pyrolysis and mass spectrometry to characterise lignin in archaeological wood . Appl Sci 2021 ; 11 ( 1 ):240.

Simmleit N , Schulten H-R. Analytical pyrolysis and environmental research . J Anal Appl Pyrol 1989 ; 15 : 3 – 28 .

Hermabessiere L , Himber C , Boricaud B et al.  Optimization, performance, and application of a pyrolysis-GC/MS method for the identification of microplastics . Anal Bioanal Chem 2018 ; 410 : 6663 – 76 .

Primpke S , Fischer M , Lorenz C et al.  Comparison of pyrolysis gas chromatography/mass spectrometry and hyperspectral FTIR imaging spectroscopy for the analysis of microplastics . Anal Bioanal Chem 2020 ; 412 : 8283 – 98 .

Irwin WJ , Slack JA. Analytical pyrolysis in biomedical studies. A review . Analyst 1978 ; 103 : 673 – 704 .

Wang FC-Y , Burleson AD. The development of pyrolysis—fast gas chromatography for analysis of synthetic polymers . J Chromatogr A 1999 ; 833 : 111 – 9 .

Shedrinsky AM , Wampler TP , Indictor N et al.  Application of analytical pyrolysis to problems in art and archaeology: A review . J Anal Appl Pyrol 1989 ; 15 : 393 – 412 .

Chiavari G , Montalbani S , Prati S et al.  Application of analytical pyrolysis for the characterisation of old inks . J Anal Appl Pyrol 2007 ; 80 : 400 – 5 .

Saiz-Jimenez C , Hermosin B , Ortega-Calvo JJ et al.  Applications of analytical pyrolysis to the study of stony cultural properties . J Anal Appl Pyrol 1991 ; 20 : 239 – 51 . (Proceedings of the 9th International Conference on Fundamental Aspects, Analytical Techniques, Processes and Applications of Pyrolysis.)

Herrera M , Matuschek G , Kettrup A. Fast identification of polymer additives by pyrolysis-gas chromatography/mass spectrometry . J Anal Appl Pyrol 2003 ; 70 : 35 – 42 .

Kusch P , Schroeder-Obst D , Obst V et al.  Chapter 17—application of pyrolysis-gas chromatography/mass spectrometry (py-GC/MS) and scanning electron microscopy (SEM) in failure analysis for the identification of organic compounds in chemical, rubber, and automotive industry. In: Makhlouf ASH , Aliofkhazraei M (eds), Handbook of Materials Failure Analysis with Case Studies from the Chemicals, Concrete and Power Industries . Butterworth-Heinemann , 2016 , 441 – 69 .

Rehrah D , Reddy MR , Novak JM et al.  Production and characterization of biochars from agricultural by-products for use in soil quality enhancement . J Anal Appl Pyrol 2014 ; 108 : 301 – 9 .

Huang W-H , Lee D-J , Huang C. Modification on biochars for applications: A research update . Bioresour Technol 2021 ; 319 : 124100 .

Pan J , Ma J , Zhai L et al.  Achievements of biochar application for enhanced anaerobic digestion: A review . Bioresour Technol 2019 ; 292 : 122058 .

Lewandowski WM , Januszewicz K , Kosakowski W. Efficiency and proportions of waste tyre pyrolysis products depending on the reactor type—a review . J Anal Appl Pyrol 2019 ; 140 : 25 – 53 .

Widiyannita AM , Cahyono RB , Budiman A et al.  Study of pyrolysis of ulin wood residues. In: Proceedings of the 12th International Conference on Synchrotron Radiation Instrumentation—SRI2015 , New York , NY, USA , 2016 , 050004 . [Online; accessed 2019-12-25].

Williams PT. Pyrolysis of waste tyres: A review . Waste Manag 2013 ; 33 : 1714 – 28 .

Jung S-H , Cho M-H , Kang B-S et al.  Pyrolysis of a fraction of waste polypropylene and polyethylene for the recovery of BTX aromatics using a fluidized bed reactor . Fuel Process Technol 2010 ; 91 : 277 – 84 .

Hwang I-H , Kobayashi J , Kawamoto K. Characterization of products obtained from pyrolysis and steam gasification of wood waste, RDF, and RPF . Waste Manag 2014 ; 34 : 402 – 10 .

Ucar S , Karagoz S , Ozkan AR et al.  Evaluation of two different scrap tires as hydrocarbon source by pyrolysis . Fuel 2005 ; 84 : 1884 – 92 .

[Anuar Sharuddin SD , Abnisa F, [Wan Daud] WMA et al. A review on pyrolysis of plastic wastes . Energy Convers Manag 2016 ; 115 : 308 – 26 .

Debono O , Villot A. Nitrogen products and reaction pathway of nitrogen compounds during the pyrolysis of various organic wastes . J Anal Appl Pyrol 2015 ; 114 : 222 – 34 .

Mohan D , Pittman CU , Steele PH. Pyrolysis of wood/biomass for bio-oil: A critical review . Energy Fuels 2006 ; 20 : 848 – 89 .

Lopez A , De Marco I , Caballero BM et al.  Pyrolysis of municipal plastic wastes II: Influence of raw material composition under catalytic conditions . Waste Manag 2011 ; 31 : 1973 – 83 .

Muhammad C , Onwudili JA , Williams PT. Catalytic pyrolysis of waste plastic from electrical and electronic equipment . J Anal Appl Pyrol 2015 ; 113 : 332 – 9 .

Wang J , Nie P , Ding B et al.  Biomass derived carbon for energy storage devices . J Mater Chem A 2017 ; 5 : 2411 – 28 .

Yu K , Li J , Qi H et al.  High-capacity activated carbon anode material for lithium-ion batteries prepared from rice husk by a facile method . Diam Relat Mater 2018 ; 86 : 139 – 45 .

Hyun JC , Kwak JH , Lee ME et al.  Intensification of pseudocapacitance by nanopore engineering on waste-bamboo-derived carbon as a positive electrode for lithium-ion batteries . Materials 2019 ; 12 : 2733 .

Sun N , Liu H , Xu B. Facile synthesis of high performance hard carbon anode materials for sodium ion batteries . J Mater Chem A 2015 ; 3 : 20560 – 6 .

Gao G , Cheong L-Z , Wang D et al.  Pyrolytic carbon derived from spent coffee grounds as anode for sodium-ion batteries . Carbon Resourc Convers 2018 ; 1 : 104 – 8 .

Teo EYL , Muniandy L , Ng E-P et al.  High surface area activated carbon from rice husk as a high performance supercapacitor electrode . Electrochim Acta 2016 ; 192 : 110 – 9 .

Ahmed S , Ahmed A , Rafat M. Supercapacitor performance of activated carbon derived from rotten carrot in aqueous, organic and ionic liquid based electrolytes . J Saudi Chem Soc 2018 ; 22 : 993 – 1002 .

Mensah-Darkwa K , Zequine C , Kahol PK et al.  Supercapacitor energy storage device using biowastes: A sustainable approach to green energy . Sustainability 2019 ; 11 : 414 .

Sun L , Tian C , Li M et al.  From coconut shell to porous graphene-like nanosheets for high-power supercapacitors . J Mater Chem A 2013 ; 1 : 6462 – 70 .

Chen H , Guo Y-C , Wang F et al.  An activated carbon derived from tobacco waste for use as a supercapacitor electrode material . New Carbon Mater 2017 ; 32 : 592 – 9 .

Thirumal V , Dhamodharan K , Yuvakkumar R et al.  Cleaner production of tamarind fruit shell into bio-mass derived porous 3d-activated carbon nanosheets by CVD technique for supercapacitor applications . Chemosphere 2021 ; 282 : 131033 .

Xu S. One-step fabrication of carbon fiber derived from waste paper and its application for catalyzing tri-iodide reduction . IOP Conf Ser: Earth Environ Sci 2017 ; 52 : 012014 .

Ma P , Lu W , Yan X et al.  Heteroatom tri-doped porous carbon derived from waste biomass as pt-free counter electrode in dye-sensitized solar cells . RSC Adv 2018 ; 8 : 18427 – 33 .

Dasari KK , Gumtapure V. Activated carbon-based dye-sensitized solar cell for development of highly sensitive temperature and current sensor . Mater Res Exp 2019 ; 6 : 085531 .

Aftabuzzaman M , Kim HK. Porous carbon materials as supreme metal-free counter electrode for dye-sensitized solar cells . Emerg Sol Energy Mater 2018 ;4 [online; accessed 2019-12-30].

Siong Y , Atabaki M , Idris J. Performance of activated carbon in water filters . Water Resourc 2013 : 1 – 19 .

Ahmedna M , Marshall WE , Husseiny AA et al.  The use of nutshell carbons in drinking water filters for removal of trace metals . Water Res 2004 ; 38 : 1062 – 8 .

Depci T , Kul AR , Onal Y. Competitive adsorption of lead and zinc from aqueous solution on activated carbon prepared from van apple pulp: Study in single- and multi-solute systems . Chem Eng J 2012 ; 200–202 : 224 – 36 .

Gupta VK , Srivastava SK , Mohan D et al.  Design parameters for fixed bed reactors of activated carbon developed from fertilizer waste for the removal of some heavy metal ions . Waste Manag 1998 ; 17 : 517 – 22 .

Ozsin G , Kılıc M , Apaydın-Varol E et al.  Chemically activated carbon production from agricultural waste of chickpea and its application for heavy metal adsorption: equilibrium, kinetic, and thermodynamic studies . Appl Water Sci 2019 ; 9 : 56 .

Al-Malack MH , Basaleh AA. Adsorption of heavy metals using activated carbon produced from municipal organic solid waste . Desalin Water Treat 2016 ; 57 : 24519 – 31 .

Anirudhan TS , Sreekumari SS. Adsorptive removal of heavy metal ions from industrial effluents using activated carbon derived from waste coconut buttons . J Environ Sci 2011 ; 23 : 1989 – 98 .

Chen T , Zhang Y , Wang H et al.  Influence of pyrolysis temperature on characteristics and heavy metal adsorptive performance of biochar derived from municipal sewage sludge . Bioresourc Technol 2014 ; 164 : 47 – 54 .

Pramanick B , Cadenas LB , Kim D-M et al.  Human hair-derived hollow carbon microfibers for electrochemical sensing . Carbon 2016 ; 107 : 872 – 7 .

Ayyalusamy S , Mishra S , Suryanarayanan V. Promising post-consumer pet-derived activated carbon electrode material for non-enzymatic electrochemical determination of carbofuran hydrolysate . Sci Rep 2018 ; 8 : 1 – 9 .

Sudha V , Senthil Kumar SM , Thangamuthu R. Hierarchical porous carbon derived from waste amla for the simultaneous electrochemical sensing of multiple biomolecules . Colloids Surf B: Biointerf 2019 ; 177 : 529 – 40 .

Akshaya KB , Bhat VS , Varghese A et al.  Non-enzymatic electrochemical determination of progesterone using carbon nanospheres from onion peels coated on carbon fiber paper . J Electrochem Soc 2019 ; 166 : B1097 – 106 .

Bhat VS , Supriya S , Hegde G. Review—biomass derived carbon materials for electrochemical sensors . J Electrochem Soc 2020 ; 167 : 037526 .

Zuniga-Muro NM , Bonilla-Petriciolet A , Mendoza-Castillo DI et al.  Recycling of tetra pak wastes via pyrolysis: Characterization of solid products and application of the resulting char in the adsorption of mercury from water . J Clean Product 2021 ; 291 : 125219 .

Jagdale P , Koumoulos EP , Cannavaro I et al.  Towards green carbon fibre manufacturing from waste cotton: a microstructural and physical property investigation . Manuf Rev 2017 ; 4 : 10 .

Fernandez A , Lopes CS , Gonzalez C et al. . Khanna R and Cayumil R (Ed), Characterization of carbon fibers recovered by pyrolysis of cured prepregs and their reuse in new composites. In Recent Developments in the Field of Carbon Fibers , IntechOpen, Vol. 7 , 2018 ,. [Online; accessed 2019-12-30].

Lopez FA , Rodr-ıguez O , Alguacil FJ et al.  Recovery of carbon fibres by the thermolysis and gasification of waste prepreg . J Anal Appl Pyrol 2013 ; 104 : 675 – 83 .

Yousef S , Eimontas J , Subadra SP et al.  Functionalization of char derived from pyrolysis of metallised food packaging plastics waste and its application as a filler in fiberglass/epoxy composites . Process Saf Environ Protect 2021 ; 147 : 723 – 33 .

Yousef S , Kalpokaite-Dickuviene R , Baltusnikas A et al.  A new strategy for functionalization of char derived from pyrolysis of textile waste and its application as hybrid fillers (CNTs/char and graphene/char) in cement industry . J Clean Prod 2021 ; 314 : 128058 .

Sınag A , Gulbay S , Uskan B et al.  Production and characterization of pyrolytic oils by pyrolysis of waste machinery oil . J Hazard Mater 2010 ; 173 : 420 – 6 .

Miandad R , Rehan M , Barakat MA et al.  Catalytic pyrolysis of plastic waste: Moving toward pyrolysis based biorefineries . Front Energy Res 2017 ; 7 : 27 .

Li Q , Faramarzi A , Zhang S et al.  Progress in catalytic pyrolysis of municipal solid waste . Energy Convers Manag 2020 ; 226 : 113525 .

Miandad R , Barakat MA , Aburiazaiza AS et al.  Catalytic pyrolysis of plastic waste: A review . Process Saf Environ Protect 2016 ; 102 : 822 – 38 .

Boehm HP , Fitzer E , Kochling K-H et al.  Recommended terminology for the description of carbon as a solid . Pure Appl Chem 1995 ; 67 : 473 – 506 .

Brooks JD , Taylor GH. The formation of graphitizing carbons from the liquid phase . Carbon 1965 ; 3 : 185 – 93 .

Marsh H , Diez MA. Mesophase of Graphitizable Carbons . New York (NY) : Springer , 1994 , 231 – 57 .

Wang G , Eser S. Molecular composition of the high-boiling components of needle coke feedstocks and mesophase development . Energy Fuels 2007 ; 21 : 3563 – 72 .

Blanco C , Santamaria R , Bermejo J et al.  Microstructure and properties of pitch-based carbon composites . J Microsc 1999 ; 196 : 213 – 24 .

Ji SJ , Cheng XL , Zhao JH et al.  Preparation of mesocarbon microbeads (MCMB) from suspensions of a synthetic naphthalene isotropic pitch. Vol. 753 of Key Engineering Materials. Trans Tech Publications Ltd , 2017 , 231 – 6 . https://www.scientific.net/KEM.753.231 .

Chen Q , Nie Y , Li T et al.  Electrochemical performance of novel mesocarbon microbeads as lithium ion battery anode . J Mater Sci Mater Electron 2018 ; 29 : 14788 – 95 .

Song L-J , Liu S-S , Yu B-J et al.  Anode performance of mesocarbon microbeads for sodium-ion batteries . Carbon 2015 ; 95 : 972 – 7 .

Wang F , Jiao S , Liu W et al.  Preparation of mesophase carbon microbeads from fluidized catalytic cracking residue oil: The effect of active structures on their coalescence . J Anal Appl Pyrol 2021 ; 156 : 105166 .

Gao N , Cheng B , Hou H et al.  Mesophase pitch based carbon foams as sound absorbers . Mater Lett 2018 ; 212 : 243 – 6 .

Wang Y , He Z , Zhan L et al.  Coal tar pitch based carbon foam for thermal insulating material . Mater Lett 2016 ; 169 : 95 – 8 .

Tzvetkov G , Tsyntsarski B , Balashev K et al.  Microstructural investigations of carbon foams derived from modified coal-tar pitch . Micron 2016 ; 89 : 34 – 42 .

Li S , Lin B-F , Tzeng S-S et al.  Structure and properties of mesophase pitch-derived carbon foams reinforced by mesocarbon microbeads . Int J Mater Res 2016 ; 107 : 148 – 57 .

Casco ME , Martınez-Escandell M , Kaneko K et al.  Very high methane uptake on activated carbons prepared from mesophase pitch: A compromise between microporosity and bulk density . Carbon 2015 ; 93 : 11 – 21 .

Cao B , Liu H , Xu B et al.  Mesoporous soft carbon as an anode material for sodium ion batteries with superior rate and cycling performance . J Mater Chem A 2016 ; 4 : 6472 – 8 .

Zhu Y , Zhao C , Xu Y et al.  Preparation and characterization of coal pitch-based needle coke (part i): The effects of aromatic index (fa) in refined coal pitch . Energy Fuels 2019 ; 33 : 3456 – 64 .

Barreda D , Perez-Mas AM , Silvestre-Albero A et al.  Unusual flexibility of mesophase pitch-derived carbon materials: An approach to the synthesis of graphene . Carbon 2017 ; 115 : 539 – 45 .

Liu M , Li W , Ruan S et al.  N-doped hierarchical mesoporous carbon from mesophase pitch and polypyrrole for supercapacitors . Energy Fuels 2020 ; 34 : 5044 – 51 .

Mukhopadhyay TK , Leherte L , Datta A. Molecular mechanism for the self-supported synthesis of graphitic carbon nitride from urea pyrolysis . J Phys Chem Lett 2021 ; 12 : 1396 – 406 .

Xu Y , Zhang X , Chen Z et al.  Chemical vapor deposition of amorphous molybdenum sulphide on black phosphorus for photoelectrochemical water splitting . J Mater Sci Technol 2021 ; 68 : 1 – 7 .

McElwee-White L. Design of precursors for the CVD of inorganic thin films . Dalton Trans 2006 ; 5327 – 33 .

Konstantinov K , Stambolova I , Peshev P et al.  Preparation of ceria films by spray pyrolysis method . Int J Inorgan Mater 2000 ; 2 : 277 – 80 .

Perednis D , Gauckler LJ. Thin film deposition using spray pyrolysis . J Electroceram 2005 ; 14 : 103 – 11 .

Mooney JB , Radding SB. Spray pyrolysis processing . Annu Rev Mater Sci 1982 ; 12 : 81 – 101 .

Viguie JC. Chemical vapor deposition at low temperatures . J Electrochem Soc 1975 ; 122 : 585 .

Krishnakumar R , Subramanian V , Ramprakash Y et al.  Thin film preparation by spray pyrolysis for solar cells . Mater Chem Phys 1987 ; 16 : 385 – 95 .

Mollmann A , Gedamu D , Vivo P et al.  Highly compact TiO 2 films by spray pyrolysis and application in perovskite solar cells . Adv Eng Mater 2019 ; 21 : 1801196 .

Sayed MH , Robert EVC , Dale PJ et al.  Cu 2 SNS 3 based thin film solar cells from chemical spray pyrolysis . Thin Solid Films 2019 ; 669 : 436 – 9 .

Onofre YJ , Catto AC , Bernardini S et al.  Highly selective ozone gas sensor based on nanocrystalline Zn 0.95 Co 0.05 O thin film obtained via spray pyrolysis technique . Appl Surf Sci 2019 ; 478 : 347 – 54 .

Szymczewska D , Chrzan A , Karczewski J et al.  Spray pyrolysis of doped-ceria barrier layers for solid oxide fuel cells . Surf Coatings Technol 2017 ; 313 : 168 – 76 .

Ye Z , Yang J , Li B et al.  Amorphous molybdenum sulfide/carbon nanotubes hybrid nanospheres prepared by ultrasonic spray pyrolysis for electrocatalytic hydrogen evolution . Small 2017 ; 13 : 1700111 .

Kelesidis GA , Pratsinis SE. A perspective on gas-phase synthesis of nanomaterials: Process design, impact and outlook . Chem Eng J 2021 ; 421 : 129884 .

Phakatkar AH , Saray MT , Rasul MG et al.  Ultrafast synthesis of high entropy oxide nanoparticles by flame spray pyrolysis . Langmuir 2021 ;37(30): 9059 – 9068 .

Resende FLP. Recent advances on fast hydropyrolysis of biomass . Catal Today 2016 ; 269 : 148 – 55 . (Transformations of Biomass and its Derivatives to Fuels and Chemicals.)

Month: Total Views:
December 2021 264
January 2022 542
February 2022 173
March 2022 216
April 2022 238
May 2022 260
June 2022 257
July 2022 235
August 2022 263
September 2022 309
October 2022 304
November 2022 318
December 2022 304
January 2023 328
February 2023 391
March 2023 594
April 2023 900
May 2023 592
June 2023 529
July 2023 737
August 2023 789
September 2023 861
October 2023 891
November 2023 946
December 2023 839
January 2024 994
February 2024 1,033
March 2024 1,295
April 2024 1,103
May 2024 1,270
June 2024 938
July 2024 925
August 2024 634

Email alerts

Citing articles via.

  • Advertising and Corporate Services
  • Journals Career Network

Affiliations

ooms

  • Online ISSN 2633-6979
  • Copyright © 2024 Oxford University Press
  • About Oxford Academic
  • Publish journals with us
  • University press partners
  • What we publish
  • New features  
  • Open access
  • Institutional account management
  • Rights and permissions
  • Get help with access
  • Accessibility
  • Advertising
  • Media enquiries
  • Oxford University Press
  • Oxford Languages
  • University of Oxford

Oxford University Press is a department of the University of Oxford. It furthers the University's objective of excellence in research, scholarship, and education by publishing worldwide

  • Copyright © 2024 Oxford University Press
  • Cookie settings
  • Cookie policy
  • Privacy policy
  • Legal notice

This Feature Is Available To Subscribers Only

Sign In or Create an Account

This PDF is available to Subscribers Only

For full access to this pdf, sign in to an existing account, or purchase an annual subscription.

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • View all journals
  • Explore content
  • About the journal
  • Publish with us
  • Sign up for alerts
  • Perspective
  • Published: 24 July 2023

Catalytic pyrolysis as a platform technology for supporting the circular carbon economy

  • Cody J. Wrasman 1 ,
  • A. Nolan Wilson 1 ,
  • Ofei D. Mante 2 ,
  • Kristiina Iisa   ORCID: orcid.org/0000-0003-1326-901X 1 ,
  • Abhijit Dutta   ORCID: orcid.org/0000-0003-4258-7287 1 ,
  • Michael S. Talmadge 1 ,
  • David C. Dayton 2 ,
  • Sundararajan Uppili 3 ,
  • Michael J. Watson   ORCID: orcid.org/0000-0003-2244-019X 4 ,
  • Xiaochun Xu 3 ,
  • Michael B. Griffin   ORCID: orcid.org/0000-0003-0231-1876 1 ,
  • Calvin Mukarakate 1 ,
  • Joshua A. Schaidle   ORCID: orcid.org/0000-0003-2189-5678 1 &
  • Mark R. Nimlos 1  

Nature Catalysis volume  6 ,  pages 563–573 ( 2023 ) Cite this article

3311 Accesses

29 Citations

1 Altmetric

Metrics details

  • Chemical engineering
  • Heterogeneous catalysis

Catalytic pyrolysis, a process that combines pyrolysis and vapour-phase catalytic upgrading, is a versatile technology platform capable of direct liquefaction of biomass and waste plastic into intermediates that can enable the decarbonized production of chemicals and/or transportation fuels. Recently, catalytic pyrolysis has attracted substantial research and commercialization attention, with over 15,000 journal articles and patents published in the past decade alone. In this Perspective, we chart a path towards commercial-scale catalytic pyrolysis of waste plastic and biomass by identifying key short-term and long-term technological barriers. Within the proposed development roadmap addressing these barriers, catalytic pyrolysis can move from the demonstration scale to integrated biorefinery networks producing fuels and plastics precursors at a scale of between 0.1 and 1 billion tonnes of carbon per year.

pyrolysis process research paper

This is a preview of subscription content, access via your institution

Access options

Access Nature and 54 other Nature Portfolio journals

Get Nature+, our best-value online-access subscription

24,99 € / 30 days

cancel any time

Subscribe to this journal

Receive 12 digital issues and online access to articles

111,21 € per year

only 9,27 € per issue

Buy this article

  • Purchase on Springer Link
  • Instant access to full article PDF

Prices may be subject to local taxes which are calculated during checkout

pyrolysis process research paper

Liu, D., Guo, X. & Xiao, B. What causes growth of global greenhouse gas emissions? Evidence from 40 countries. Sci. Total Environ. 661 , 750–766 (2019).

CAS   PubMed   Google Scholar  

The New Plastics Economy: Rethinking the Future of Plastics and Catalyzing Action (Ellen MacArthur Foundation, 2017).

International Energy Outlook 2019 (US Energy Information Administration, 2019).

Renewables 2020 Global Status Report (REN21, 2020).

Smeets, E., Faaij, A., Lewandowski, I. & Turkenburg, W. A bottom-up assessment and review of global bio-energy potentials to 2050. Prog. Energy Combust. Sci. 33 , 56–106 (2007).

CAS   Google Scholar  

Global Potential of Sustainable Biomass for Energy (Swedish University of Agricultural Sciences, 2009).

Geyer, R., Jambeck, J. R. & Law, K. L. Production, use, and fate of all plastics ever made. Sci. Adv. 3 , e17000782 (2017).

Google Scholar  

Chen, D. M.-C., Bodirsky, B. L., Krueger, T., Mishra, A. & Popp, A. The world’s growing municipal solid waste: trends and impacts. Environ. Res. Lett . 15 , 074021 (2020).

Energy Technology Perspectives 2020 (International Energy Agency, 2020).

Lopez, G., Artetxe, M., Amutio, M., Bilbao, J. & Olazar, M. Thermochemical routes for the valorization of waste polyolefinic plastics to produce fuels and chemicals. A review. Renew. Sustain. Energy Rev. 73 , 346–368 (2017).

Uddin, M. N. et al. An overview of recent developments in biomass pyrolysis technologies. Energies 11 , 3115 (2018).

Han, Y. et al. Hydrotreatment of pyrolysis bio-oil: a review. Fuel Process. Technol. 195 , 106140 (2019).

Iliopoulou, E. F., Triantafyllidis, K. S. & Lappas, A. A. Overview of catalytic upgrading of biomass pyrolysis vapors toward the production of fuels and high-value chemicals. Wiley Interdiscip. Rev. Energy Environ. 8 , e322 (2019).

Artetxe, M. et al. Light olefins from HDPE cracking in a two-step thermal and catalytic process. Chem. Eng. J. 207–208 , 27–34 (2012).

Angyal, A. et al. Production of steam cracking feedstocks by mild cracking of plastic wastes. Fuel Process. Technol. 91 , 1717–1724 (2010).

Kan, T. et al. Catalytic pyrolysis of lignocellulosic biomass: a review of variations in process factors and system structure. Renew. Sustain. Energy Rev. 134 , 110305 (2020).

Al-Salem, S. M., Antelava, A., Constantinou, A., Manos, G. & Dutta, A. A review on thermal and catalytic pyrolysis of plastic solid waste (PSW). J. Environ. Manag. 197 , 177–198 (2017).

Wang, Y. et al. Catalytic pyrolysis of lignocellulosic biomass for bio-oil production: a review. Chemosphere 297 , 134181 (2022).

Bhoi, P. R., Ouedraogo, A. S., Soloiu, V. & Quirino, R. Recent advances on catalysts for improving hydrocarbon compounds in bio-oil of biomass catalytic pyrolysis. Renew. Sustain. Energy Rev. 121 , 109676 (2020).

Miskolczi, N., Angyal, A., Bartha, L. & Valkai, I. Fuels by pyrolysis of waste plastics from agricultural and packaging sectors in a pilot scale reactor. Fuel Process. Technol. 90 , 1032–1040 (2009).

Elordi, G., Olazar, M., Artetxe, M., Castaño, P. & Bilbao, J. Effect of the acidity of the HZSM-5 zeolite catalyst on the cracking of high density polyethylene in a conical spouted bed reactor. Appl. Catal. Gen. 415–416 , 89–95 (2012).

Uemichi, Y. et al. Conversion of polyethylene into gasoline-range fuels by two-stage catalytic degradation using silica−alumina and HZSM-5 zeolite. Ind. Eng. Chem. Res. 38 , 385–390 (1999).

Wilson, A. N. et al. Integrated biorefining: coproduction of renewable resol biopolymer for aqueous stream valorization. ACS Sustain. Chem. Eng. 5 , 6615–6625 (2017).

Mante, O. D., Dayton, D. C., Carpenter, J. R., Wang, K. & Peters, J. E. Pilot-scale catalytic fast pyrolysis of loblolly pine over γ-Al 2 O 3 catalyst. Fuel 214 , 569–579 (2018).

Xue, Y., Johnston, P. & Bai, X. Effect of catalyst contact mode and gas atmosphere during catalytic pyrolysis of waste plastics. Energy Convers. Manag. 142 , 441–451 (2017).

Kumar, R. & Strezov, V. Thermochemical production of bio-oil: a review of downstream processing technologies for bio-oil upgrading, production of hydrogen and high value-added products. Renew. Sustain. Energy Rev. 135 , 110152 (2021).

Kim, S. et al. Recent advances in hydrodeoxygenation of biomass-derived oxygenates over heterogeneous catalysts. Green. Chem. 21 , 3715–3743 (2019).

Huang, W.-C., Huang, M.-S., Huang, C.-F., Chen, C.-C. & Ou, K.-L. Thermochemical conversion of polymer wastes into hydrocarbon fuels over various fluidizing cracking catalysts. Fuel 89 , 2305–2316 (2010).

Griffin, M. B. et al. Driving towards cost-competitive biofuels through catalytic fast pyrolysis by rethinking catalyst selection and reactor configuration. Energy Environ. Sci. 11 , 2904–2918 (2018).

Iliopoulou, E. F. et al. Pilot-scale validation of Co-ZSM-5 catalyst performance in the catalytic upgrading of biomass pyrolysis vapours. Green. Chem. 16 , 662–674 (2014).

Agblevor, F. A. et al. Red mud catalytic pyrolysis of pinyon juniper and single-stage hydrotreatment of oils. Energy Fuels 30 , 7947–7958 (2016).

Ruddy, D. A. et al. Recent advances in heterogeneous catalysts for bio-oil upgrading via “ex situ catalytic fast pyrolysis”: catalyst development through the study of model compounds. Green. Chem. 16 , 454–490 (2014).

Dutta, A. et al. Ex Situ Catalytic Fast Pyrolysis of Lignocellulosic Biomass to Hydrocarbon Fuels: 2020 State of Technology (National Renewable Energy Laboratory, 2021).

Dutta, A. et al. Process Design and Economics for the Conversion of Lignocellulosic Biomass to Hydrocarbon Fuels: Thermochemical Research Pathways with In Situ and Ex Situ Upgrading of Fast Pyrolysis Vapors (National Renewable Energy Laboratory, 2015).

Natural HDPE leads wider decline in bale prices. Plastics Recycling Update https://resource-recycling.com/plastics/2021/11/17/natural-hdpe-leads-wider-decline-in-bale-prices/ (17 November 2021).

Roosen, M. et al. Detailed analysis of the composition of selected plastic packaging waste products and its implications for mechanical and thermochemical recycling. Environ. Sci. Technol. 54 , 13282–13293 (2020).

Hu, H. et al. Process simulation and cost analysis for removing inorganics from wood chips using combined mechanical and chemical preprocessing. BioEnergy Res. 10 , 237–247 (2017).

Jiang, G., Sanchez Monsalve, D. A., Clough, P., Jiang, Y. & Leeke, G. A. Understanding the dechlorination of chlorinated hydrocarbons in the pyrolysis of mixed plastics. ACS Sustain. Chem. Eng. 9 , 1576–1589 (2021).

Pinho, A. et al. Fast pyrolysis oil from pinewood chips co-processing with vacuum gas oil in an FCC unit for second generation fuel production. Fuel 188 , 462–473 (2017).

Roni, M. S., Thompson, D. N. & Hartley, D. S. Distributed biomass supply chain cost optimization to evaluate multiple feedstocks for a biorefinery. Appl. Energy 254 , 113660 (2019).

Vasalos, I. A., Lappas, A. A., Kopalidou, E. P. & Kalogiannis, K. G. Biomass catalytic pyrolysis: process design and economic analysis. Wiley Interdiscip. Rev. Energy Environ. 5 , 370–383 (2016).

Paasikallio, V., Kalogiannis, K., Lappas, A., Lehto, J. & Lehtonen, J. Catalytic fast pyrolysis: influencing bio-oil quality with the catalyst-to-biomass ratio. Energy Technol. 5 , 94–103 (2017).

de Jong, S. et al. The feasibility of short-term production strategies for renewable jet fuels – a comprehensive techno-economic comparison. Biofuels Bioprod. Bioref. 9 , 778–800 (2015).

Rackl, M., Tan, Y. & Günthner, W. Feeding of biomass: design experience with wood chips. Bulk Solids Handl. 36 , 44–49 (2016).

Bell, T. A. Challenges in the scale-up of particulate processes—an industrial perspective. Powder Technol. 150 , 60–71 (2005).

Jun, J. et al. Corrosion susceptibility of Cr–Mo steels and ferritic stainless steels in biomass-derived pyrolysis oil constituents. Energy Fuels 34 , 6220–6228 (2020).

Wang, C., Venderbosch, R. & Fang, Y. Co-processing of crude and hydrotreated pyrolysis liquids and VGO in a pilot scale FCC riser setup. Fuel Process. Technol. 181 , 157–165 (2018).

Talmadge, M. et al. Techno-economic analysis for co-processing fast pyrolysis liquid with vacuum gasoil in FCC units for second-generation biofuel production. Fuel 293 , 119960 (2021).

Chen, J., Sun, J. & Wang, Y. Catalysts for steam reforming of bio-oil: a review. Ind. Eng. Chem. Res. 56 , 4627–4637 (2017).

Rinaldi, R. & Schüth, F. Design of solid catalysts for the conversion of biomass. Energy Environ. Sci. 2 , 610–626 (2009).

Wang, K., Dayton, D. C., Peters, J. E. & Mante, O. D. Reactive catalytic fast pyrolysis of biomass to produce high-quality bio-crude. Green Chem. 19 , 3243–3251 (2017).

Black, B. A. et al. Aqueous stream characterization from biomass fast pyrolysis and catalytic fast pyrolysis. ACS Sustain. Chem. Eng. 4 , 6815–6827 (2016).

Starace, A. K. et al. Characterization and catalytic upgrading of aqueous stream carbon from catalytic fast pyrolysis of biomass. ACS Sustain. Chem. Eng. 5 , 11761–11769 (2017).

Jayakody, L. N. et al. Thermochemical wastewater valorization via enhanced microbial toxicity tolerance. Energy Environ. Sci. 11 , 1625–1638 (2018).

Xie, Y. et al. A critical review on production, modification and utilization of biochar. J. Anal. Appl. Pyrolysis 161 , 105405 (2022).

McKendry, P. Energy production from biomass (part 1): overview of biomass. Bioresour. Technol. 83 , 37–46 (2002).

Zhang, X., Lei, H., Chen, S. & Wu, J. Catalytic co-pyrolysis of lignocellulosic biomass with polymers: a critical review. Green Chem. 18 , 4145–4169 (2016).

World Energy Outlook 2020 (International Energy Agency, 2020).

Wang, W.-C. et al. Review of Biojet Fuel Conversion Technologies (National Renewable Energy Laboratory, 2016).

Shen, L., Worrell, E. & Patel, M. K. Open-loop recycling: a LCA case study of PET bottle-to-fibre recycling. Resour. Conserv. Recycl. 55 , 34–52 (2010).

de Jong, S. et al. Life-cycle analysis of greenhouse gas emissions from renewable jet fuel production. Biotechnol. Biofuels 10 , 64 (2017).

PubMed   PubMed Central   Google Scholar  

Jeswani, H. et al. Life cycle environmental impacts of chemical recycling via pyrolysis of mixed plastic waste in comparison with mechanical recycling and energy recovery. Sci. Total Environ. 769 , 144483 (2021).

Faraca, G., Martinez-Sanchez, V. & Astrup, T. F. Environmental life cycle cost assessment: recycling of hard plastic waste collected at Danish recycling centres. Resour. Conserv. Recycl. 143 , 299–309 (2019).

Iribarren, D., Peters, J. F. & Dufour, J. Life cycle assessment of transportation fuels from biomass pyrolysis. Fuel 97 , 812–821 (2012).

Perugini, F., Mastellone, M. L. & Arena, U. A life cycle assessment of mechanical and feedstock recycling options for management of plastic packaging wastes. Environ. Prog. 24 , 137–154 (2005).

Muth, D. J. et al. Investigation of thermochemical biorefinery sizing and environmental sustainability impacts for conventional supply system and distributed pre-processing supply system designs. Biofuels Bioprod. Bioref. 8 , 545–567 (2014).

Frank, E. et al. Life-Cycle Analysis of Energy Use, Greenhouse Gas Emissions, and Water Consumption in the 2016 MYPP Algal Biofuel Scenarios (Argonne National Laboratory, 2016).

Iribarren, D., Dufour, J. & Serrano, D. P. Preliminary assessment of plastic waste valorization via sequential pyrolysis and catalytic reforming. J. Mater. Cycles Waste Manag. 14 , 301–307 (2012).

Download references

Acknowledgements

This work was authored in part by the National Renewable Energy Laboratory, operated by Alliance for Sustainable Energy, for the US Department of Energy (DOE) under contract no. DE-AC36-08GO28308. Funding provided by the US DOE Office of Energy Efficiency and Renewable Bioenergy Technologies Office, in collaboration with the Chemical Catalysis for Bioenergy Consortium (ChemCatBio), a member of the Energy Materials Network (EMN). The views expressed in the article do not necessarily represent the views of the DOE or the US government. The US government retains and the publisher, by accepting the article for publication, acknowledges that the US government retains a nonexclusive, paid-up, irrevocable, worldwide licence to publish or reproduce the published form of this work, or allow others to do so, for US government purposes.

Author information

Authors and affiliations.

National Renewable Energy Laboratory, Golden, CO, USA

Cody J. Wrasman, A. Nolan Wilson, Kristiina Iisa, Abhijit Dutta, Michael S. Talmadge, Michael B. Griffin, Calvin Mukarakate, Joshua A. Schaidle & Mark R. Nimlos

RTI International, Research Triangle Park, NC, USA

Ofei D. Mante & David C. Dayton

ExxonMobil Technology and Engineering Company, Annandale, NJ, USA

Sundararajan Uppili & Xiaochun Xu

Johnson Matthey Technology Centre, Billingham, UK

Michael J. Watson

You can also search for this author in PubMed   Google Scholar

Corresponding authors

Correspondence to Joshua A. Schaidle or Mark R. Nimlos .

Ethics declarations

Competing interests.

M.J.W. is an employee of Johnson Matthey and declares that he is bound by confidentiality arrangements that prevent him from disclosing details of competing interests in this work.

Peer review

Peer review information.

Nature Catalysis thanks Gartzen Lopez and the other, anonymous, reviewers for their contribution to the peer review of this work.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary information.

Supplementary Figs. 1–3, Notes 1–3 and references.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Cite this article.

Wrasman, C.J., Wilson, A.N., Mante, O.D. et al. Catalytic pyrolysis as a platform technology for supporting the circular carbon economy. Nat Catal 6 , 563–573 (2023). https://doi.org/10.1038/s41929-023-00985-6

Download citation

Received : 01 April 2022

Accepted : 12 June 2023

Published : 24 July 2023

Issue Date : July 2023

DOI : https://doi.org/10.1038/s41929-023-00985-6

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

This article is cited by

Insight into catalytic effects of alkali metal salts addition on bamboo and cellulose pyrolysis.

  • Haiping Yang

npj Materials Sustainability (2024)

Microplastic detection and remediation through efficient interfacial solar evaporation for immaculate water production

  • Swee Ching Tan

Nature Communications (2024)

Thermal degradation of emerging pollutants in municipal solid wastes and agro wastes: effectiveness of catalysts and pretreatment for the conversion of value added products

  • Geetha Chandrasekran
  • J. Isaac JoshuaRamesh Lalvani

Discover Applied Sciences (2024)

Quick links

  • Explore articles by subject
  • Guide to authors
  • Editorial policies

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

pyrolysis process research paper

ORIGINAL RESEARCH article

Catalytic pyrolysis of plastic waste: moving toward pyrolysis based biorefineries.

\r\nRashid Miandad

  • 1 Department of Environmental Sciences, University of Peshawar, Peshawar, Pakistan
  • 2 Centre of Excellence in Environmental Studies, King Abdulaziz University, Jeddah, Saudi Arabia
  • 3 Department of Environmental Sciences, Faculty of Meteorology, Environment and Arid Land Agriculture, King Abdulaziz University, Jeddah, Saudi Arabia
  • 4 Central Metallurgical R&D Institute, Helwan, Egypt
  • 5 School of Chemical and Process Engineering, University of Leeds, Leeds, United Kingdom

Pyrolysis based biorefineries have great potential to convert waste such as plastic and biomass waste into energy and other valuable products, to achieve maximum economic and environmental benefits. In this study, the catalytic pyrolysis of different types of plastics wastes (PS, PE, PP, and PET) as single or mixed in different ratios, in the presence of modified natural zeolite (NZ) catalysts, in a small pilot scale pyrolysis reactor was carried out. The NZ was modified by thermal activation (TA-NZ) at 550°C and acid activation (AA-NZ) with HNO 3 , to enhance its catalytic properties. The catalytic pyrolysis of PS produced a higher liquid oil (70 and 60%) than PP (40 and 54%) and PE (40 and 42%), using TA-NZ and AA-NZ catalysts, respectively. The gas chromatography-mass spectrometry (GC-MS) analysis of oil showed a mixture of aromatics, aliphatic and other hydrocarbon compounds. The TA-NZ and AA-NZ catalysts showed a different effect on the wt% of catalytic pyrolysis products and liquid oil chemical compositions, with AA-NZ showing higher catalytic activity than TA-NZ. FT-IR results showed clear peaks of aromatic compounds in all liquid oil samples with some peaks of alkanes that further confirmed the GC-MS results. The liquid oil has a high heating value (HHV) range of 41.7–44.2 MJ/kg, close to conventional diesel. Therefore, it has the potential to be used as an alternative source of energy and as transportation fuel after refining/blending with conventional fuels.

Introduction

Plastic waste production and consumption is increasing at an alarming rate, with the increase of the human population, rapid economic growth, continuous urbanization, and changes in life style. In addition, the short life span of plastic accelerates the production of plastic waste on a daily basis. The global plastic production was estimated at around 300 million tons per year and is continuously increasing every year ( Miandad et al., 2016a ; Ratnasari et al., 2017 ). Plastics are made of petrochemical hydrocarbons with additives such as flame-retardants, stabilizer, and oxidants that make it difficult to bio-degrade ( Ma et al., 2017 ). Plastic waste recycling is carried out in different ways, but in most developing countries, open or landfill disposal is a common practice for plastic waste management ( Gandidi et al., 2018 ). The disposal of plastic waste in landfills provide habitat for insects and rodents, that may cause different types of diseases ( Alexandra, 2012 ). Furthermore the cost of transportation, labor and maintenance may increase the cost of recycling projects ( Gandidi et al., 2018 ). In addition, due to rapid urbanization, the land available for landfills, especially in cities, is reducing. Pyrolysis is a common technique used to convert plastic waste into energy, in the form of solid, liquid and gaseous fuels.

Pyrolysis is the thermal degradation of plastic waste at different temperatures (300–900°C), in the absence of oxygen, to produced liquid oil ( Rehan et al., 2017 ). Different kinds of catalysts are used to improve the pyrolysis process of plastic waste overall and to enhance process efficiency. Catalysts have a very critical role in promoting process efficiency, targeting the specific reaction and reducing the process temperature and time ( Serrano et al., 2012 ; Ratnasari et al., 2017 ). A wide range of catalysts have been employed in plastic pyrolysis processes, but the most extensively used catalysts are ZSM-5, zeolite, Y-zeolite, FCC, and MCM-41 ( Ratnasari et al., 2017 ). The catalytic reaction during the pyrolysis of plastic waste on solid acid catalysts may include cracking, oligomerization, cyclization, aromatization and isomerization reactions ( Serrano et al., 2012 ).

Several studies reported the use of microporous and mesoporous catalysts for the conversion of plastic waste into liquid oil and char. Uemichi et al. (1998) carried out catalytic pyrolysis of polyethylene (PE) with HZSM-5 catalysts. The use of HZSM-5 increased liquid oil production with the composition of aromatics and isoalkanes compounds. Gaca et al. (2008) carried out pyrolysis of plastic waste with modified MCM-41 and HZSM-5 and reported that use of HZSM-5 produced lighter hydrocarbons (C 3 –C 4 ) with maximum aromatic compounds. Lin et al. (2004) used different kinds of catalysts and reported that even mixing of HZSM-5 with mesoporous SiO 2 -Al 2 O 3 or MCM-41 led to the maximum production of liquid oil with minimal gas production. Aguado et al. (1997) reported the production of aromatics and aliphatic compounds from the catalytic pyrolysis of PE with HZSM-5, while the use of mesoporous MCM-41 decreased the aromatic compounds produced due to its low acid catalytic activity. The use of synthetic catalysts enhanced the overall pyrolysis process and improved the quality of produced liquid oil. However, the use of synthetic catalysts increased the cost of the pyrolysis process.

The NZ catalysts can be used to overcome the economic challenges of catalytic pyrolysis which comes with the use of expensive catalysts. In recent years, NZ has gained significant attention for its potential environmental applications. Naturally, NZ is found in Japan, USA, Cuba, Indonesia, Hungary, Italy, and the Kingdom of Saudi Arabia (KSA) ( Sriningsih et al., 2014 ; Nizami et al., 2016 ). The deposit of NZ in KSA mostly lies in Harrat Shama and Jabbal Shama and mainly contain minerals of mordenite with high thermal stability, making it suitable as a catalyst in plastic waste pyrolysis. Sriningsih et al. (2014) modified NZ from Sukabumi, Indonesia by depositing transitional metals such as Ni, Co, and Mo and carried out pyrolysis of low-density polyethylene (LDPE). Gandidi et al. (2018) used NZ from Lampung, Indonesia for the catalytic pyrolysis of municipal solid waste.

This is the first study to investigate the effect of modified Saudi natural zeolite, on product quality and yield from catalytic pyrolysis of plastic waste. Saudi natural zeolite catalyst was modified via novel thermal activation (TA-NZ) at 550°C and acid activation (AA-NZ) with HNO 3 to enhance its catalytic properties. The catalytic pyrolysis of different types of plastics waste (PS, PE, PP, and PET) as single or mixed in different ratios, in the presence of modified natural zeolite (NZ) catalysts in a small pilot scale pyrolysis reactor, was carried out for the first time. The quality and yield of pyrolysis products such as liquid oil, gas, and char were studied. The chemical composition of the liquid oil was analyzed by GC-MS. Furthermore, the potential and challenges of pyrolysis-based biorefineries have been discussed.

Materials and Methods

Feedstock preparation and reactor start-up.

The plastic waste used as the feedstock in the catalytic pyrolysis process was collected from Jeddah and included grocery bags, disposable juice cups and plates, and drinking water bottles, which consist of polyethylene (PE), polypropylene (PP) polystyrene (PS), and polyethylene terephthalate (PET) plastics, respectively. The selection of these plastic materials was made based on the fact that they are the primary source of plastic waste produced in KSA. To obtain a homogenous mixture, all the waste samples were crushed into smaller pieces of around 2 cm 2 . The catalytic pyrolysis was carried out using an individual or mixture of these plastic wastes in different ratios ( Table 1 ). 1000 g of feedstock was used, with 100 g of catalyst in each experiment. Saudi natural zeolite (NZ), collected from Harrat-Shama located in the northwest of Jeddah city, KSA ( Nizami et al., 2016 ), was modified by thermal and acid treatment and used in these catalytic pyrolysis experiments. NZ was crushed into powder (<100 nm) in a ball-milling machine (Retsch MM 480) for 3 h using 20 Hz/sec, before modification and its usage in pyrolysis. For thermal activation (TA), NZ was heated in a muffle furnace at 550°C for 5 h, while for acidic activation (AA) NZ was soaked in a 0.1 M solution of nitric acid (HNO 3 ) for 48 h and continuously shaken using an IKA HS 501 digital shaker with 50 rpm. Afterward, the sample was washed with deionized water until a normal pH was obtained.

www.frontiersin.org

Table 1 . Experimental scheme.

The experiments were carried out in a small pilot-scale pyrolysis reactor at 450°C, using a heating rate of 10°C/min and reaction time of 75 min ( Figure 1 ). The obtained yield of each pyrolysis product was calculated based on weight, after the completion of each experiment. The produced liquid oil characterization was carried out to investigate the effect of feedstock composition on the quality of liquid oil produced in the presence of modified NZ. TGA was carried out on feedstock to obtain the optimal process conditions such as temperature and reaction time (75 min) under controlled conditions. In TGA, a 10 μg of each type of plastic waste was taken and heated with a rate of 10°C from 25 to 900°C under a continuous flow of nitrogen (50 ml/min). The authors of this study have recently published work on the effect of feedstock composition and natural and synthetic zeolite catalysts without catalyst modification on different types of plastic waste ( Miandad et al., 2017b ; Rehan et al., 2017 ).

www.frontiersin.org

Figure 1 . Small pilot scale pyrolysis reactor ( Miandad et al., 2016b ).

Experimental Setup

The small pilot scale reactor has the capability to be used as both a thermal and catalytic pyrolysis, using different feedstocks such as plastic and biomass materials ( Figure 1 ). In this study, modified NZ catalysts were added in the reactor with the feedstock. The pyrolysis reactor can hold up to 20 L of feedstock and the maximum working safe temperature of up to 600°C can be achieved with the desired heating rates. Detailed parameters of the pyrolysis reactor were published earlier ( Miandad et al., 2016b , 2017b ). As the temperature increases above certain values, the plastic waste (organic polymers) converts into monomers that are transferred to the condenser, where these vapors are condensed into liquid oil. A continuous condensation system using a water bath and ACDelco Classic coolant was used to ensure the condensation temperature was kept below 10°C, and to ensure the maximum condensation of vapor to liquid oil. The produced liquid oil was collected from the oil collection tank, and further characterization was carried out to uncover its chemical composition and characteristics for other potential applications.

Analytical Methods

The pyrolysis oil was characterized using different techniques such as gas chromatography coupled with mass spectrophotometry (GC-MS), Fourier transform infrared spectroscopy (FT-IR),

Bomb Calorimeter and TGA (Mettler Toledo TGA/SDTA851) by adopting the standard ASTM methods. The functional groups in pyrolysis oil was analyzed by a FT-IR, Perkin Elmer's, UK instrument. The FT-IR analysis was conducted using a minimum of 32 scans with an average of 4 cm −1 IR signals within the frequency range of 500–4,000 cm −1 .

The chemical composition of oil was studied using a GC-MS (Shimadzu QP-Plus 2010) with FI detector. A capillary GC 30 m long and 0.25 mm wide column coated with a 0.25 μm thick film of 5% phenyl-methylpolysiloxane (HP-5) was used. The oven was set at 50°C for 2 min and then increased up to 290°C using a 5°C/min heating rate. The temperature of the ion source and transfer line were kept at 230, and 300°C and splitless injection was applied at 290°C. The NIST08s mass spectral data library was used to identify the chromatographic peaks, and the peak percentages were assessed for their total ion chromatogram (TIC) peak area. The high heating values (HHV) of produced liquid oil obtained from different types of plastic waste were measured following the standard ASTM D 240 method with a Bomb Calorimeter (Parr 6200 Calorimeter) instrument, while production of gas was estimated using the standard mass balance formula, considering the difference of weights of liquid oil and char.

Results and Discussion

Tga analysis of feedstock.

TGA was carried out for each type of plastic waste on an individual basis to determine the optimum temperature for thermal degradation. All types of plastic waste show similar degradation behavior with the rapid loss of weight of hydrocarbons within the narrow range of temperature (150–250°C) ( Figure 2 ). The maximum degradation for each type of plastic waste was achieved within 420–490°C. PS and PP showed single step decomposition, while PE and PET showed a two-stage decomposition under controlled conditions. The single step decomposition corresponds to the presence of a carbon-carbon bond that promotes the random scission mechanism with the increase in temperature ( Kim et al., 2006 ). PP degradation started at a very low temperature (240°C) compared to other feedstocks. Half of the carbon present in the chain of PP consists of tertiary carbon, which promotes the formation of carbocation during its thermal degradation process ( Jung et al., 2010 ). This is probably the reason for achieving maximum PP degradation at a lower temperature. The PS initial degradation started at 330°C and maximum degradation was achieved at 470°C. PS has a cyclic structure, and its degradation under the thermal condition involves both random chain and end-chain scission, which enhances its degradation process ( Demirbas, 2004 ; Lee, 2012 ).

www.frontiersin.org

Figure 2 . Thermogravimetric analysis (TGA) of PS, PE, PP, and PET plastic waste.

PE and PET showed a two-stage decomposition process; the initial degradation started at lower temperatures followed by the other degradation stage at a higher temperature. PEs initial degradation started at 270°C and propagated slowly but gradually until the temperature reached 385°C. After that temperature, a sharp degradation was observed, and 95% degradation was achieved with a further increase of around 100°C. A similar two-stage degradation pattern was observed for PET plastic and the initial degradation started at 400°C with a sharp decrease in weight loss. However, the second degradation started at a slightly higher temperature (550°C). The initial degradation of PE and PET may be due to the presence of some volatile impurities such as the additive filler used during plastic synthesis ( Dimitrov et al., 2013 ).

Various researchers have reported that PE and PET degradation requires higher temperatures compared to other plastics ( Dimitrov et al., 2013 ; Rizzarelli et al., 2016 ). Lee (2012) reported that PE has a long chain branched structure and that its degradation occurs via random chain scission, thus requiring a higher temperature, while PET degradation follows the ester link random scission which results in the formation oligomers ( Dziecioł and Trzeszczynski, 2000 ; Lecomte and Liggat, 2006 ). The initial degradation of PET was perhaps due to the presence of some volatile impurities such as diethylene glycol ( Dimitrov et al., 2013 ). Literature reports that the presence of these volatile impurities further promotes the degradation process of polymers ( McNeill and Bounekhel, 1991 ; Dziecioł and Trzeszczynski, 2000 ). The difference in TGA curves of various types of plastics could be due to their mesoporous structure ( Chandrasekaran et al., 2015 ). In addition, Lopez et al. (2011) reported that the use of catalysts decreases the process temperature. Therefore, 450°C could be taken as the optimum temperature, in the presence of activated NZ, for catalytic pyrolysis of the aforementioned plastic waste.

Effect of Feedstock and Catalysts on Pyrolysis Products Yield

The effect of thermal and acid activation of NZ on the product yield of the pyrolysis process was examined ( Figure 3 ). The catalytic pyrolysis of individual PS plastic using TA-NZ and AA-NZ catalysts showed the highest liquid oil yields of 70 and 60%, respectively, compared to all other types of individual and combined plastic waste studied. The high yield of liquid oil from catalytic pyrolysis of PS was also reported in several other studies ( Siddiqui and Redhwi, 2009 ; Lee, 2012 ; Rehan et al., 2017 ). Siddiqui and Redhwi (2009) reported that PS has a cyclic structure, which leads to the high yield of liquid oil from catalytic pyrolysis. Lee (2012) reported that PS degradation occurred via both random-chain and end chain scissions, thus leading to the production of the stable benzene ring structure, which enhances further cracking and may increase liquid oil production. Furthermore, in the presence of acid catalysts, PS degradation followed a carbenium mechanism, which further underwent hydrogenation (inter/intramolecular hydrogen transfer) and β-scission ( Serrano et al., 2000 ). In addition, PS degradation occurred at a lower temperature, compared to other plastics such as PE, due to its cyclic structure ( Wu et al., 2014 ). On the other hand, the catalytic pyrolysis of PS produced a higher amount of char (24.6%) with AA-NZ catalyst than with TA-NZ (15.8%) catalyst. Ma et al. (2017) also reported the high production of char from the catalytic pyrolysis of PS with an acidic zeolite (Hβ) catalyst. The high char production numbers were due to the high acidity of the catalyst, which favors char production via intense secondary cross-linking reactions ( Serrano et al., 2000 ).

www.frontiersin.org

Figure 3 . Effect of TA-NZ and AA-NZ on the pyrolysis product yield.

The catalytic pyrolysis of PP produced higher liquid oil (54%) with the AA-NZ catalyst than the TA-NZ catalyst (40%) ( Figure 3 ). On the other hand, the TA-NZ catalyst produced large amounts of gas (41.1%), which may be due to the lower catalytic activity of the TA-NZ catalyst. According to Kim et al. (2002) catalyst with low acidity and BET surface areas with microporous structures, favor the initial degradation of PP which may lead to the maximum production of gases. Obali et al. (2012) carried out pyrolysis of PP with an alumina-loaded catalyst and reported the maximum production of gas. Moreover, formation of carbocation during PP degradation, due to the presence of tertiary carbon in its carbon chain, may also favor gas production ( Jung et al., 2010 ). Syamsiro et al. (2014) also reported that catalytic pyrolysis of PP and PS with an acid (HCL) activated natural zeolite catalyst produced more gases than the process with a thermally activated natural zeolite catalyst, due to its high acidity and BET surface area.

The catalytic pyrolysis of PE with TA-NZ and AA-NZ catalysts produced similar amounts of liquid oil (40 and 42%). However, the highest amounts of gases (50.8 and 47.0%) were produced from PE, using AA-NZ and TA-NZ respectively, compared to all other types of plastic studied. The char production was lowest in this case, 7.2 and 13.0% with AA-NZ and TA-NZ, respectively. Various studies also reported the lower production of char from the catalytic pyrolysis of PE ( Xue et al., 2017 ). Lopez et al. (2011) reported that catalysts with high acidity enhanced the cracking of polymers during the catalytic pyrolysis. The increase in cracking, in the presence of a high acidic catalyst, promotes the production of gases ( Miandad et al., 2016b , 2017a ). Zeaiter (2014) carried out catalytic pyrolysis of PE with HBeta zeolite and reported 95.7% gas production due to the high acidity of the catalyst. Batool et al. (2016) also reported the maximum production of gas from catalytic pyrolysis of PE, with highly acidic ZSM-5 catalyst. According to Lee (2012) and Williams (2006) , PE has a long chain carbon structure, and its degradation occurs randomly into smaller chain molecules via random chain scission, which may promote gas production. During the pyrolysis of PE, which holds the C-H and C-C bonds only, initially, macromolecule backbone breaking occurred and produced stable free-radicals. Further, the hydrogenation steps occurred, leading to the synthesis of secondary free-radicals (new stable C-H bond), which resulted into β-scission and produced an unsaturated group ( Rizzarelli et al., 2016 ).

The catalytic pyrolysis of PP/PE (50/50% ratio) did not show any significant difference in the overall product yields when using both AA-NZ and TA-NZ. The liquid oil produced from the catalytic pyrolysis of PP/PE was 44 and 40% from TA-NZ and AA-NZ catalysts, respectively. A slight decrease in the liquid oil yield from AA-NZ could be due to its high acidity. Syamsiro et al. (2014) reported that AA-NZ with HCl has high acidity compared to TA-NZ, produced less liquid oil yield and had high production of gases. Overall catalytic pyrolysis of PP/PE produced the maximum amount of gas with low amounts of char. The high production of gas may be due to the presence of PP. The degradation of PP enhances the carbocation process due to the presence of tertiary carbon in its carbon chain ( Jung et al., 2010 ). Furthermore, the degradation of PE in the presence of catalyst also favors the production of gas with a low yield of liquid oil. However, when PP and PE catalytic pyrolysis was carried out separately with PS, a significant difference was observed in the product yield.

There was a significant difference in the liquid oil yield of 54 and 34% for catalytic pyrolysis of PS/PP (50/50% ratio) with TA-NZ and AA-NZ catalysts, respectively. Similarly, a significant difference in the char yield of 20.3 and 35.2% was observed, whereas the high yield of gases were 25.7 and 30.8% using TA-NZ and AA-NZ catalysts, respectively. Lopez et al. (2011) and Seo et al. (2003) reported that a catalyst with high acidity promotes the cracking process and produces maximum gas production. Furthermore, the presence of PP also enhances gas production due to the carbocation process during degradation ( Jung et al., 2010 ). Kim et al. (2002) reported that PP degradation produces maximum gas in the presence of acid catalysts.

The catalytic pyrolysis of PS with PE (50/50% ratio) in the presence of TA-NZ catalyst produced 44% liquid oil, however 52% liquid oil was obtained using the AA-NZ catalyst. Kiran et al. (2000) carried out pyrolysis of PS with PE at different ratios and reported that an increase in the concentration of PE decreased the liquid oil concentration with the increase in gas. The presence of PS with PE promotes the degradation process due to the production of an active stable benzene ring from PS ( Miandad et al., 2016b ). Wu et al. (2014) carried out TGA of PS with PE and observed two peaks, the first one for PS at a low temperature, followed by PE degradation at a high temperature. Moreover, PE degradation follows a free radical chain process and hydrogenation process, while PS follows a radical chain process including various steps ( Kiran et al., 2000 ). Thus, even when considering the degradation phenomena, PS resulted in higher degradation compared to PE and produced stable benzene rings ( McNeill et al., 1990 ).

Catalytic pyrolysis of PS/PE/PP (50/25/25% ratio) showed slightly lower liquid oil yields as compared to catalytic pyrolysis of all individual plastic types. The oil yield from both catalysts, TA-NZ and AA-NZ, in this case, is similar, 44 and 40%, respectively. The char production was higher (29.7%) with the AA-NZ catalyst than (19.0%) with the TA-NZ catalyst, which may be due to polymerization reactions ( Wu and Williams, 2010 ). Furthermore, the addition of PET with PS, PE and PP (20/40/20/20% ratio) reduced the liquid oil yields down to 28 and 30% overall, using TA-NZ and AA-NZ catalysts, respectively, with higher fractions of char and gas. Demirbas (2004) carried out pyrolysis of PS/PE/PP and reported similar results for the product yield. Adnan et al. (2014) carried out catalytic pyrolysis of PS and PET using he Al-Al 2 O 3 catalyst with ratios of 80/20% and reported only 37% liquid oil. Moreover, Yoshioka et al. (2004) reported the maximum production of gas and char with negligible liquid oil production from catalytic pyrolysis of PET. In addition, maximum char production was also reported when PET catalytic pyrolysis was carried out with other plastics ( Bhaskar et al., 2004 ). The higher production of char from PET pyrolysis was due to the carbonization and condensation reactions during its pyrolysis at a high temperature ( Yoshioka et al., 2004 ). In addition, the presence of the oxygen atom also favors the high production of char from catalytic pyrolysis of PET ( Xue et al., 2017 ). Thilakaratne et al. (2016) reported that production of benzene-free radicals, with two activated carbons, is the precursor of catalytic coke from PET degradation.

Effect of Catalysts on the Composition of Liquid Oil

The chemical composition of liquid oil produced by the catalytic pyrolysis of different plastic waste using TA-NZ and AA-NZ catalysts were characterized by GC-MS ( Figures 4 , 5 ). The produced liquid oil composition is affected by different types of feedstock and catalysts used in the pyrolysis process ( Miandad et al., 2016a , b , c ). The liquid oil produced from the individual plastic types such as PS, PP and PE contained a mixture of aromatics, aliphatic and other hydrocarbon compounds. The aromatic compounds found in oil, from PS and PE, were higher than PP using the TA-NZ catalyst. The aromatic compounds increased in oil from PS and PP but reduced in PE when using the AA-NZ catalyst. The mesoporous and acidic catalyst leads to the production of shorter chain hydrocarbon due to its high cracking ability ( Lopez et al., 2011 ). However, microporous and less acidic catalysts favor the production of long chain hydrocarbons as the cracking process occurred only on the outer surface of the catalysts. Overall, in the presence of catalysts, PE and PP follow the Random-chain scission mechanism, while PS follows the unzipping or end chain scission mechanism ( Cullis and Hirschler, 1981 ; Peterson et al., 2001 ). The end-chain scission results in monomer production while random chain scission produces oligomers and monomers ( Peterson et al., 2001 ).

www.frontiersin.org

Figure 4. (A,B) GC-MS of liquid oil produced from different types of plastic waste with TA-NZ.

www.frontiersin.org

Figure 5. (A,B) GC-MS of liquid oil produced from different types of plastic waste with AA-NZ.

The liquid oil produced from the catalytic pyrolysis of PE, when using both catalysts, produced mainly Naphthalene, Phenanthrene, Naphthalene, 2-ethenyl-, 1-Pentadecene, Anthracene, 2-methyl-, Hexadecane and so on ( Figures 4A , 5A ). These results agree with several other studies ( Lee, 2012 ; Xue et al., 2017 ). The production of a benzene derivate reveals that TA-NZ enhances the process of aromatization compared to AA-NZ. Xue et al. (2017) reported that intermediate olefins produced from catalytic pyrolysis of PE, further aromatized inside the pores of catalysts. Nevertheless, the aromatization reaction further leads to the production of hydrogen atoms that may enhance the aromatization process. Lee (2012) reported that ZSM-5 produced more aromatic compounds compare to the mordenite catalyst, due to its crystalline structure.

There are two possible mechanisms which may involve the degradation of PE in the presence of a catalyst; hybrid ion abstraction due to the presence of Lewis sites or, due to the carbenium ion mechanism via the addition of a proton ( Rizzarelli et al., 2016 ). Initially, degradation starts on the external surface of the catalysts and later proceeds with further degradation in the inner pores of the catalysts ( Lee, 2012 ). However, microporous catalysts hinder the entrance of larger molecules and thus higher carbon chain compounds are produced from catalytic pyrolysis of PE with microporous catalysts. In addition, in the presence of acidic catalysts, due to carbenium mechanism, the formation of aromatic and olefin compound production may increase ( Lee, 2012 ). Lin et al. (2004) reported highly reactive olefin production, as intermediate products during the catalytic pyrolysis of PE, that may favor the production of paraffin and aromatic compounds in produced liquid oil. Moreover, the presence of an acidic catalyst and free hydrogen atom may lead to alkylation of toluene and benzene, converting intermediate alkylated benzene to the production of naphthalene due to aromatization ( Xue et al., 2017 ).

The liquid oil produced from catalytic pyrolysis of PS with TA-NZ and AA-NZ, contains different kinds of compounds. Alpha-Methylstyrene, Benzene, 1,1′-(2-butene-1,4-diyl)bis-, Bibenzyl, Benzene, (1,3-propanediyl), Phenanthrene, 2-Phenylnaphthalene and so on were the major compounds found in the produced liquid oil ( Figures 4A , 5A ). The liquid oil produced from catalytic pyrolysis of PS, with both activated catalysts, mainly contains aromatic hydrocarbons with some paraffins, naphthalene and olefin compounds ( Rehan et al., 2017 ). However, in the presence of a catalyst, the maximum production of aromatic compounds was achieved ( Xue et al., 2017 ). Ramli et al. (2011) also reported the production of olefins, naphthalene with aromatic compounds from catalytic pyrolysis of PS with Al 2 O 3 , supported with Cd and Sn catalysts. PS degradation starts with cracking on the outer surface of the catalyst and is then followed by reforming inside the pores of the catalyst ( Uemichi et al., 1999 ). Initially, the cracking of polymer is carried out by the Lewis acid site on the surface of catalysts to produce carbocationic intermediates, which further evaporates or undergoes reforming inside the pores of the catalyst ( Xue et al., 2017 ).

The catalytic pyrolysis of PS mainly produces styrene and its derivate as the major compounds in the produced liquid oil ( Siddiqui and Redhwi, 2009 ; Rehan et al., 2017 ). Conversion of styrene into its derivate was increased in the presence of protonated catalysts due to hydrogenation ( Kim et al., 2002 ). Shah and Jan (2015) and Ukei et al. (2000) reported that hydrogenation of styrene increased with the increase of the reaction temperature. Ogawa et al. (1982) carried out pyrolysis of PS with the alumina-silica catalyst at 300°C and found the hydrogenation of styrene to its derivate. Ramli et al. (2011) reported the possible degradation mechanism of PS on acid catalysts that may occur due to the attack of a proton associated with Bronsted acidic sites, resulting in the carbenium ion mechanism, which further undergoes β-scission and is later followed by hydrogen transfer. Moreover, cross-linking reaction was favored by strong Bronsted acidic sites and when this reaction occurred the completing cracking may decrease to some extent and enhance the production of char ( Serrano et al., 2000 ). Furthermore, silica-alumina catalysts do not have strong Bronsted acidic sites, though it may not improve the cross-linking reaction but favor the hydrogenation process. Thus, it may be the reason that styrene was not found in the liquid oil, however, its derivate was detected at high quantities ( Lee et al., 2001 ). Xue et al. (2017) also reported the dealkylation of styrene, due to the delay in evaporation inside the reactor, which may lead to an enhanced reforming process and result in the production of a styrene derivate. TA-NZ and AA-NZ contain a high amount of alumina and silica that leads to the hydrogenation of styrene to its derivate, resulting in the production of styrene monomers instead of styrene.

The catalytic pyrolysis of PP produced a complex mixture of liquid oil containing aromatics, olefins and naphthalene compounds. Benzene, 1,1′-(2-butene-1,4-diyl)bis-, benzene, 1,1′-(1,3-propanediyl)bis-, anthracene, 9-methyl-, naphthalene, 2-phenyl-, 1,2,3,4-tetrahydro-1-phenyl-, naphthalene, phenanthrene etc. were the major compounds found in the liquid oil ( Figures 4A , 5A ). These findings are in line with other studies that carried out catalytic pyrolysis of PP with various catalysts ( Marcilla et al., 2004 ). Furthermore, degradation of PP with AA-NZ resulted in the maximum production of phenol compounds. The higher production was perhaps due to the presence of high acidic sites, as it favors phenol compound production. Moreover, the presence of a high acidic site on catalysts enhanced the oligomerization, aromatization and deoxygenation mechanism that led to the production of poly-aromatic and naphthalene compounds. Dawood and Miura (2002) also reported the high production of these compounds from the catalytic pyrolysis of PP with a high acidic modified HY-zeolite.

The composition of oil from the catalytic pyrolysis of PP with PE contains compounds found in the oil from both individual plastic type feedstocks. Miandad et al. (2016b) reported that feedstock composition also affects the quality and chemical composition of the oil. The produced liquid oil from catalytic pyrolysis of PE/PP contains aromatic, olefin, and naphthalene compounds. The major compounds found were; benzene, 1,1′-(1,3-propanediyl)bis-, mono(2-ethylhexyl) ester, 1,2-benzenedicarboxylic acid, anthracene, pentadecane, phenanthrene, 2-phenylnaphthalene and so on ( Figures 4B , 5B ). Jung et al. (2010) reported that the aromatic production from PP/PE catalytic pyrolysis might follow the Diels–Alder reaction mechanism and is then followed by dehydrogenation. Furthermore, catalytic pyrolysis of PP and PE carried out individually with PS, mainly produced aromatic compounds due to the presence of PS. The produced liquid oil from PS/PP contains benzene, 1,1′-(1,3-propanediyl)bis, 1,2-benzenedicarboxylic acid, disooctyl ester, bibenzyl, phenanthrene, 2-phenylnaphthalene, benzene, (4-methyl-1-decenyl)- and so on ( Figures 4A , 5A ). PS catalytic pyrolysis with PE mainly produced liquid oil with major compounds of azulene, naphthalene, 1-methyl-, naphthalene, 2-ethenyl, benzene, 1,1′-(1,3-propanediyl)bis-, phenanthrene, 2-phenylnaphthalene, benzene, 1,1′-(1-methyl-1,2-ethanediyl)bis- and some other compounds as well ( Figures 4B , 5B ). Miskolczi et al. (2006) carried out pyrolysis of PS with PE with a ratio of 10 and 90%, respectively, and reported the maximum production of aromatics even at a very low ratio of PS. Miandad et al. (2016b) reported that thermal pyrolysis of PE with PS without a catalyst, resulted in the conversion of PE into liquid oil with a high composition of aromatics. However thermal pyrolysis of the only PE without a catalyst converted it into wax instead of liquid oil due to its strong long chain branched structure ( Lee, 2012 ; Miandad et al., 2016b ). Wu et al. (2014) carried out TGA of PS with PE and reported that the presence of PS favors the degradation of PE, due to the production of stable benzene rings.

The chemical composition of pyrolysis oil, by different functional groups, was studied using FT-IR. The obtained data revealed the presence of aromatics and aliphatic functional groups in the oil ( Figures 6 , 7 ). A very strong peak at 696 cm −1 was observed in most of the liquid oils obtained using both catalysts, which corresponds to the high concentration of aromatic compounds. Two more peaks, that are obvious, were visible at around 1,456 and 1,495 cm −1 for C-C with single and double bonds, corresponding to aromatic compounds. Furthermore, at the end of the spectrum, strong peaks at 2,850, 2,923, and 2,958 cm −1 were observed in all types of liquid oils except the PS, corresponding to the C-H stretch of alkanes compounds. Overall, the liquid oil obtained from catalytic pyrolysis of different plastic waste using the AA-NZ catalyst, showed more peaks than the samples from the TA-NZ catalysts. These extra peaks corresponded to aromatics, alkanes and alkene compounds. This indicates that, as expected, the AA-NZ had better catalytic properties than the TA-NZ. Various researchers have reported similar results, that liquid oil produced from PS was dominant with aromatics. Tekin et al. (2012) and Panda and Singh (2013) also reported the presence of aromatics with some alkanes and alkenes from catalytic pyrolysis of PP. Kunwar et al. (2016) carried out the thermal and catalytic pyrolysis of PE and reported that produced liquid oil contained alkanes and alkenes as a major functional group. Overall, the FT-IR analysis provided more insight into the chemical composition of liquid oil produced, from catalytic pyrolysis of different plastic waste, using modified NZ catalysts and further confirmed our GC-MS results.

www.frontiersin.org

Figure 6 . FT-IR analysis of liquid oil produced from catalytic pyrolysis with TA-NZ.

www.frontiersin.org

Figure 7 . FT-IR analysis of liquid oil produced from catalytic pyrolysis with AA-NZ.

Potential Applications of Pyrolysis Products

The liquid oil produced from the catalytic pyrolysis of different types of plastic feedstock has a high number of aromatic, olefin, and naphthalene compounds that are found in petroleum products. Moreover, the HHV of the produced liquid oil has been found in the range of 41.7–44.2 MJ/kg ( Table 2 ) which is very close to the energy value of conventional diesel. The lowest HHV of 41.7 MJ/ kg was found in liquid oil obtained from PS using the TA-NZ catalyst, whereas the highest HHV of 44.2 MJ/kg was from PS/PE/PP using the AA-NZ catalyst. Thus, the pyrolysis liquid oil produced from various plastic wastes has the potential to be used as an alternative source of energy. According to Lee et al. (2015) and Rehan et al. (2016) , the production of electricity is achievable using pyrolysis liquid oil in a diesel engine. Saptoadi and Pratama (2015) successfully used pyrolytic liquid oil as an alternative in a kerosene stove. Moreover, the produced aromatic compounds can be used as raw material for polymerization in various chemical industries ( Sarker and Rashid, 2013 ; Shah and Jan, 2015 ). Furthermore, various researchers utilized the produced liquid oil as transportation fuel after blending with conventional diesel at different ratios. The studies were carried out to explore the potential of produced liquid oil in the context of engine performance and vehicle exhaust emission. Nileshkumar et al. (2015) and Lee et al. (2015) reported that 20:80% blend ratio of pyrolytic liquid oil and conventional diesel, respectively, gave similar engine performance results than conventional diesel. Moreover, at the same blended ratio the exhaust emissions were also similar, however the exhaust emissions increased with the increase in the blended amount of pyrolysis oil ( Frigo et al., 2014 ; Mukherjee and Thamotharan, 2014 ).

www.frontiersin.org

Table 2 . High Heating Values (HHV) of pyrolysis oil from various feedstocks using TA-NZ and AA-NZ catalysts.

The residue (char) left after the pyrolysis process can be utilized for several environmental applications. Several researchers activated the char via steam and thermal activation ( Lopez et al., 2009 ; Heras et al., 2014 ). The activation process increased the BET surface area and reduced the pore size of the char ( Lopez et al., 2009 ). Furthermore, Bernando (2011) upgraded the plastic char with biomaterial and carried out the adsorption (3.6–22.2 mg/g) of methylene blue dye from wastewater. Miandad et al. (2018) used the char obtained from pyrolysis of PS plastic waste to synthesize a novel carbon-metal double-layered oxides (C/MnCuAl-LDOs) nano-adsorbent for the adsorption of Congo red (CR) in wastewater. Furthermore, the char can be used as a raw material for the production of activated carbon as well.

Limitations of GC-MS Analysis of Pyrolysis Oil

There are some limitations in conducting the accurate quantitative analysis of chemical components in pyrolysis oil using GC-MS. In this study, we used the mass percentage of different chemicals found in oil samples, calculated based on the peak areas identified by a normal phase DP5-MS column and FID. The identified peaks were matched with the NIST and mass bank spectra library. The compounds were chosen based on the similarity index (SI > 90%). Further comparison with known (CRM) standards enabled confirmation of the identified compounds. The used column and detectors were limited only with hydrocarbons. In reality however, oil from most plastic waste has a complex chemical structure and may contain other groups of unidentified chemicals such as sulfur, nitrogen, and oxygen-containing hydrocarbons. This is why a more in-depth and accurate qualitative chemical analysis is needed to fully understand the chemistry of pyrolysis oil, using advanced calibration and standardization and using different MS detectors like SCD and NCD as well as different GC columns.

The Potential and Challenges of Pyrolysis Based Biorefineries

Waste biorefineries are attracting tremendous attention as a solution to convert MSW and other biomass waste into a range of products such as fuels, power, heat and other valuable chemicals and materials. Different types of biorefineries, such as an agriculture-based biorefinery, animal waste biorefinery, wastewater biorefinery, algae-based biorefinery, plastic waste refinery, forestry-based biorefinery, industrial waste biorefinery, and Food waste biorefinery etc., can be developed depending on the type and source of waste ( Gebreslassie et al., 2013 ; De Wild et al., 2014 ; Nizami et al., 2017a , b ; Waqas et al., 2018 ). These biorefineries can play a significant role to reduce waste-related environmental pollution and GHG emissions. Furthermore, they generate substantial economic benefits and can help achieve a circular economy in any country.

A pyrolysis based biorefinery can be developed to treat a range of biomass waste and plastic waste to produce liquid and gas fuels, energy, biochar, and other higher value chemicals using an integrated approach. The integrated approach helps to achieve maximum economic and environmental benefits with minimal waste production. There are many challenges and room for improvement in pyrolysis-based biorefineries, that need to be addressed and optimized to ensure maximum benefits. Although pyrolysis oil holds more energy than coal and some other fuels, pyrolysis itself is an energy-intensive process, and the oil product requires more energy to be refined ( Inman, 2012 ). This means that pyrolysis oil may not be much better than conventional diesel or other fossil-based fuels in terms of GHG emissions, though much detailed research studies on mass and energy balance across the whole process's boundaries are needed to confirm this. To overcome these process energy requirements, more advanced technologies can be developed using the integration of renewable energies such as solar or hydro with pyrolysis-based biorefineries, to achieve maximum economic and environmental benefits.

The availability of plastic and biomass waste streams as feedstocks for pyrolysis based biorefineries, is another major challenge, since recycling is not currently very efficient, especially in the developing countries. The gases produced from pyrolysis of some plastic waste such as PVC are toxic, and therefore pyrolysis emission treatment technology has to be further refined to achieve maximum environmental benefits. The pyrolysis oil obtained from various plastic types need to be cleaned significantly before it is used in any application, to ensure minimal environmental impact. The high aromatic contents of the pyrolysis oil is good and some aromatic compounds such as benzene, toluene, and styrene can be refined and sold in an already established market. However, some of the aromatic hydrocarbons are known carcinogens and can cause serious human health and environmental damage. Serious consideration is therefore needed in this regard.

Other aspects for optimization of pyrolysis based biorefineries, such as new emerging advanced catalysts including nano-catalysts, have to be developed and applied in pyrolysis processes in order to increase the quality and yield of products, and to optimize the overall process. The market for pyrolysis based biorefinery products should be created/ expanded to attract further interest and funding, in order to make this concept more practical and successful. Similarly, more focus is needed to conduct further research and development work on enriching the biorefinery concept and to tap into its true potential. Furthermore, it is vital to conduct a detailed economic and environmental impact assessment of biorefineries during a design stage, using specialized tools such as the life-cycle assessment (LCA). The LCA can analyze the environmental impact of the biorefinery and all products by conducting detailed energy and material balances of all life stages including raw material extraction and processing, manufacturing, product distribution, use, maintenance, and disposal/recycling. The outcomes of LCA will help to determine the sustainability of biorefineries, which is crucial in making the right decision.

Conclusions

Catalytic pyrolysis is a promising technique to convert plastic waste into liquid oil and other value-added products, using a modified natural zeolite (NZ) catalyst. The modification of NZ catalysts was carried out by novel thermal (TA) and acidic (AA) activation that enhanced their catalytic properties. The catalytic pyrolysis of PS produced the highest liquid oil (70 and 60%) compared to PP (40 and 54%) and PE (40 and 42%), using the TA-NZ and AA-NZ catalysts, respectively. The chemical composition of the pyrolysis oil was analyzed using GC-MS, and it was found that most of the liquid oil produced a high aromatic content with some aliphatic and other hydrocarbon compounds. These results were further confirmed by the FT-IR analysis showing clear peaks corresponding to aromatic and other hydrocarbon functional groups. Furthermore, liquid oil produced from different types of plastic waste had higher heating values (HHV) in the range of 41.7–44.2 MJ/kg similar to that of conventional diesel. Therefore, it has the potential to be used in various energy and transportation applications after further treatment and refining. This study is a step toward developing pyrolysis-based biorefineries. Biorefineries have a great potential to convert waste into energy and other valuable products and could help to achieve circular economies. However, there are many technical, operational, and socio-economic challenges, as discussed above, that need to be overcome in order to achieve the maximum economic and environmental benefits of biorefineries.

Data Availability

All datasets generated for this study are included in the manuscript and/or the supplementary files.

Author Contributions

RM performed the pyrolysis experiments and helped in manuscript write up. HK, JD, JG, and AH have carried out the detailed characterization of the process products. MR and ASA have analyzed the data and written parts of the manuscript. MAB, MR, and A-SN have corrected and edited the manuscript. ASA and IMII supported the project financially and technically.

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgments

MR and A-SN acknowledge the Center of Excellence in Environmental Studies (CEES), King Abdulaziz University (KAU), Jeddah, KSA and the Ministry of Education, KSA for financial support under Grant No. 2/S/1438. Authors are also thankful to Deanship of Scientific Research (DSR) at KAU for their financial and technical support to CEES.

Adnan, A., Shah, J., and Jan, M. R. (2014). Polystyrene degradation studies using Cu supported catalysts. J. Anal. Appl. Pyrol . 109, 196–204. doi: 10.1016/j.jaap.2014.06.013

CrossRef Full Text | Google Scholar

Aguado, J., Sotelo, J. L., Serrano, D. P., Calles, J. A., and Escola, J. M. (1997). Catalytic conversion of polyolefins into liquid fuels over MCM-41: comparison with ZSM-5 and amorphous SiO2–Al 2 O 3 . Ener fuels 11, 1225–1231. doi: 10.1021/ef970055v

Alexandra, L. C. (2012). Municipal Solid Waste: Turning a Problem Into Resourceewaste: The Challenges Facing Developing Countries, Urban Specialist . World Bank. 2–4 p.

Batool, M., Shah, A. T., Imran Din, M., and Li, B. (2016). Catalytic pyrolysis of low density polyethylene using cetyltrimethyl ammonium encapsulated monovacant keggin units and ZSM-5. J. Chem. 2016:2857162. doi: 10.1155/2016/2857162

Bernando, M. (2011). “Physico-chemical characterization of chars produced in the co-pyrolysis of wastes and possible routes of valorization,” in Chemical Engineering (Lisboa: Universidade Nova de Lisboa), 27–36.

Bhaskar, T., Kaneko, J., Muto, A., Sakata, Y., Jakab, E., Matsui, T., et al. (2004). Pyrolysis studies of PP/PE/PS/PVC/HIPS-Br plastics mixed with PET and dehalogenation (Br, Cl) of the liquid products. J. Anal. Appl. Pyrolysis 72, 27–33. doi: 10.1016/j.jaap.2004.01.005

Chandrasekaran, S. R., Kunwar, B., Moser, B. R., Rajagopalan, N., and Sharma, B. K. (2015). Catalytic thermal cracking of postconsumer waste plastics to fuels. 1. Kinetics and optimization. Energy Fuels 29, 6068–6077. doi: 10.1021/acs.energyfuels.5b01083

Cullis, C. F., and Hirschler, M. M. (1981). The Combustion of Organic Polymers. Vol. 5. London: Oxford University Press.

Dawood, A., and Miura, K. (2002). Catalytic pyrolysis of c-irradiated polypropylene (PP) over HY-zeolite for enhancing the reactivity and the product selectivity. Polym. Degrad. Stab . 76, 45–52. doi: 10.1016/S0141-3910(01)00264-6

De Wild, P. J., Huijgen, W. J., and Gosselink, R. J. (2014). Lignin pyrolysis for profitable lignocellulosic biorefineries. Biofuels Bioprod. Biorefining 8, 645–657. doi: 10.1002/bbb.1474

Demirbas, A. (2004). Pyrolysis of municipal plastic wastes for recovery of gasoline-range hydrocarbons. J. Anal. Appl. Pyrolysis 72, 97–102. doi: 10.1016/j.jaap.2004.03.001

Dimitrov, N., Krehula, L. K., Siročić, A. P., and Hrnjak-Murgić, Z. (2013). Analysis of recycled PET bottles products by pyrolysis-gas chromatography. Polym. Degrad. Stab. 98, 972–979. doi: 10.1016/j.polymdegradstab.2013.02.013

Dziecioł, M., and Trzeszczynski, J. (2000). Volatile products of poly (ethylene terephthalate) thermal degradation in nitrogen atmosphere. J. Appl. Polym. Sci. 77, 1894–1901. doi: 10.1002/1097-4628(20000829)77:9<1894::AID-APP5>3.0.CO;2-Y

Frigo, S., Seggiani, M., Puccini, M., and Vitolo, S. (2014). Liquid fuel production from waste tyre pyrolysis and its utilisation in a Diesel engine. Fuel 116, 399–408. doi: 10.1016/j.fuel.2013.08.044

Gaca, P., Drzewiecka, M., Kaleta, W., Kozubek, H., and Nowinska, K. (2008). Catalytic degradation of polyethylene over mesoporous molecular sieve MCM-41 modified with heteropoly compounds. Polish J. Environ. Stud. 17, 25–35.

Google Scholar

Gandidi, I. M., Susila, M. D., Mustofa, A., and Pambudi, N. A. (2018). Thermal–Catalytic cracking of real MSW into Bio-Crude Oil. J. Energy Inst. 91, 304–310. doi: 10.1016/j.joei.2016.11.005

Gebreslassie, B. H., Slivinsky, M., Wang, B., and You, F. (2013). Life cycle optimization for sustainable design and operations of hydrocarbon biorefinery via fast pyrolysis, hydrotreating and hydrocracking. Comput. Chem. Eng. 50, 71–91. doi: 10.1016/j.compchemeng.2012.10.013

Heras, F., Jimenez-Cordero, D., Gilarranz, M. A., Alonso-Morales, N., and Rodriguez, J. J. (2014). Activation of waste tire char by cyclic liquid-phase oxidation. Fuel Process. Technol . 127, 157–162. doi: 10.1016/j.fuproc.2014.06.018

Inman, M. (2012). Cooking up fuel. Nat. Clim. Change 2, 218–220. doi: 10.1038/nclimate1466

Jung, S. H., Cho, M. H., Kang, B. S., and Kim, J. S. (2010). Pyrolysis of a fraction of waste polypropylene and polyethylene for the recovery of BTX aromatics using a fluidized bed reactor. Fuel Process. Technol. 91, 277–284. doi: 10.1016/j.fuproc.2009.10.009

Kim, H. S., Kim, S., Kim, H. J., and Yang, H. S. (2006). Thermal properties of bio-flour-filled polyolefin composites with different compatibilizing agent type and content. Thermochim. Acta 451, 181–188. doi: 10.1016/j.tca.2006.09.013

Kim, J. R., Yoon, J. H., and Park, D. W. (2002). Catalytic recycling of the mixture of polypropylene and polystyrene. Polym. Degrad. Stab. 76, 61–67. doi: 10.1016/S0141-3910(01)00266-X

Kiran, N., Ekinci, E., and Snape, C. E. (2000). Recyling of plastic wastes via pyrolysis. Resour. Conserv. Recycl. 29, 273–283. doi: 10.1016/S0921-3449(00)00052-5

Kunwar, B., Moser, B. R., Chandrasekaran, S. R., Rajagopalan, N., and Sharma, B. K. (2016). Catalytic and thermal depolymerization of low value post-consumer high density polyethylene plastic. Energy 111, 884–892. doi: 10.1016/j.energy.2016.06.024

Lecomte, H. A., and Liggat, J. J. (2006). Degradation mechanism of diethylene glycol units in a terephthalate polymer. Polym. Degrad. Stab. 91, 681–689. doi: 10.1016/j.polymdegradstab.2005.05.028

Lee, K. H. (2012). Effects of the types of zeolites on catalytic upgrading of pyrolysis wax oil. J. Anal. Appl. Pyrol . 94, 209–214. doi: 10.1016/j.jaap.2011.12.015

Lee, S., Yoshida, K., and Yoshikawa, K. (2015). Application of waste plastic pyrolysis oil in a direct injection diesel engine: For a small scale non-grid electrification. Energy Environ. Res . 5:18. doi: 10.5539/eer.v5n1p18

CrossRef Full Text

Lee, S. Y., Yoon, J. H., Kim, J. R., and Park, D. W. (2001). Catalytic degradation of polystyrene over natural clinoptilolite zeolite. Polym. Degrad. Stab. 74, 297–305. doi: 10.1016/S0141-3910(01)00162-8

Lin, Y. H., Yang, M. H., Yeh, T. F., and Ger, M. D. (2004). Catalytic degradation of high density polyethylene over mesoporous and microporous catalysts in a fluidised-bed reactor. Polym. Degrad. Stab. 86, 121–128. doi: 10.1016/j.polymdegradstab.2004.02.015

Lopez, A., Marco d, I., Caballero, B. M., Laresgoiti, M. F., Adrados, A., and Torres, A. (2011). Pyrolysis of municipal plastic waste II: influence of raw material composition under catalytic conditions. Waste Manag . 31, 1973–1983. doi: 10.1016/j.wasman.2011.05.021

Lopez, G., Olazar, M., Artetxe, M., Amutio, M., Elordi, G., and Bilbao, J. (2009). Steam activation of pyrolytic tyre char at different temperatures. J. Anal. Appl. Pyrol . 85, 539–543. doi: 10.1016/j.jaap.2008.11.002

Ma, C., Yu, J., Wang, B., Song, Z., Xiang, J., Hu, S., et al. (2017). Catalytic pyrolysis of flame retarded high impact polystyrene over various solid acid catalysts. Fuel Process. Technol. 155, 32–41. doi: 10.1016/j.fuproc.2016.01.018

Marcilla, A., Beltrán, M. I., Hernández, F., and Navarro, R. (2004). HZSM5 and HUSY deactivation during the catalytic pyrolysis of polyethylene. Appl. Catal. A Gen. 278, 37–43. doi: 10.1016/j.apcata.2004.09.023

McNeill, I. C., and Bounekhel, M. (1991). Thermal degradation studies of terephthalate polyesters: 1. Poly (alkylene terephthalates). Polymer Degrad. Stab. 34, 187–204. doi: 10.1016/0141-3910(91)90119-C

McNeill, I. C., Zulfiqar, M., and Kousar, T. (1990). A detailed investigation of the products of the thermal degradation of polystyrene. Polym. Degrad. Stab. 28, 131–151. doi: 10.1016/0141-3910(90)90002-O

Miandad, R., Barakat, M. A., Aburiazaiza, A. S., Rehan, M., Ismail, I. M. I., and Nizami, A. S. (2017b). Effect of plastic waste types on pyrolysis liquid oil. Int. Biodeterior. Biodegrad . 119, 239–252. doi: 10.1016/j.ibiod.2016.09.017

Miandad, R., Barakat, M. A., Aburiazaiza, A. S., Rehan, M., and Nizami, A. S. (2016a). Catalytic pyrolysis of plastic waste: a review. Process Safety Environ. Protect . 102, 822–838. doi: 10.1016/j.psep.2016.06.022

Miandad, R., Barakat, M. A., Rehan, M., Aburiazaiza, A. S., Ismail, I. M. I., and Nizami, A. S. (2017a). Plastic waste to liquid oil through catalytic pyrolysis using natural and synthetic zeolite catalysts. Waste Manag. 69, 66–78. doi: 10.1016/j.wasman.2017.08.032

PubMed Abstract | CrossRef Full Text | Google Scholar

Miandad, R., Kumar, R., Barakat, M. A., Basheer, C., Aburiazaiza, A. S., Nizami, A. S., et al. (2018). Untapped conversion of plastic waste char into carbon-metal LDOs for the adsorption of Congo red. J Colloid Interface Sci. 511, 402–410. doi: 10.1016/j.jcis.2017.10.029

Miandad, R., Nizami, A. S., Rehan, M., Barakat, M. A., Khan, M. I., Mustafa, A., et al. (2016b). Influence of temperature and reaction time on the conversion of polystyrene waste to pyrolysis liquid oil. Waste Manag . 58, 250–259. doi: 10.1016/j.wasman.2016.09.023

Miandad, R., Rehan, M., Nizami, A. S., Barakat, M. A. E. F., and Ismail, I. M. (2016c). “The energy and value- added products from pyrolysis of waste plastics,” in Recycling of Solid Waste for Biofuels and Bio- Chemicals , eds O. P. Karthikeyan, K. H. Subramanian, and S. Muthu (Singapore: Springer), 333–355.

Miskolczi, N., Bartha, L., and Deak, G. (2006). Thermal degradation of polyethylene and polystyrene from the packaging industry over different catalysts into fuel-like feed stocks. Polym. Degrad. Stab . 91, 517–526. doi: 10.1016/j.polymdegradstab.2005.01.056

Mukherjee, M. K., and Thamotharan, P. C. (2014). Performance and emission test of several blends of waste plastic oil with diesel and ethanol on four stroke twin cylinder diesel engine. IOSR J. Mech. Civil Eng . 11, 2278–1684. doi: 10.9790/1684-11214751

Nileshkumar, K. D., Jani, R. J., Patel, T. M., and Rathod, G. P. (2015). Effect of blend ratio of plastic pyrolysis oil and diesel fuel on the performance of single cylinder CI engine. Int. J. Sci. Technol. Eng . 1, 2349–2784.

Nizami, A. S., Ouda, O. K. M., Rehan, M., El-Maghraby, A. M. O., Gardy, J., Hassanpour, A., et al. (2016). The potential of Saudi Arabian natural zeolites in energy recovery technologies. Energy 108, 162–171. doi: 10.1016/j.energy.2015.07.030

Nizami, A. S., Rehan, M., Waqas, M., Naqvi, M., Ouda, O. K. M., Shahzad, K., et al. (2017a). Waste biorefineries: enabling circular economies in developing countries. Bioresour. Technol. 241, 1101–1117. doi: 10.1016/j.biortech.2017.05.097

Nizami, A. S., Shahzad, K., Rehan, M., Ouda, O. K. M., Khan, M. Z., Ismail, I. M. I., et al. (2017b). Developing waste biorefinery in makkah: a way forward to convert urban waste into renewable energy. Appl. Energy . 186, 189–196. doi: 10.1016/j.apenergy.2016.04.116

Obali, Z., Sezgi, N. A., and Doğu, T. (2012). Catalytic degradation of polypropylene over alumina loaded mesoporous catalysts. Chem. Eng. J . 207, 421–425. doi: 10.1016/j.cej.2012.06.146

Ogawa, T., Kuroki, T., Ide, S., and Ikemura, T. (1982). Recovery of indan derivatives from polystyrene waste. J. Appl. Polym. Sci. 27, 857–869. doi: 10.1002/app.1982.070270306

Panda, A. K., and Singh, R. K. (2013). Experimental optimization of process for the thermo-catalytic degradation of waste polypropylene to liquid fuel. Adv. Energy Eng . 1, 74–84.

Peterson, J. D., Vyazovkin, S., and Wight, C. A. (2001). Kinetics of the thermal and thermo-oxidative degradation of polystyrene, polyethylene and poly (propylene). Macromol. Chem. Phys. 202, 775–784. doi: 10.1002/1521-3935(20010301)202:6<775::AID-MACP775>3.0.CO;2-G

Ramli, M. R., Othman, M. B. H., Arifin, A., and Ahmad, Z. (2011). Cross-link network of polydimethylsiloxane via addition and condensation (RTV) mechanisms. Part I: synthesis and thermal properties. Polym. Degrad. Stab . 96, 2064–2070. doi: 10.1016/j.polymdegradstab.2011.10.001

Ratnasari, D. K., Nahil, M. A., and Williams, P. T. (2017). Catalytic pyrolysis of waste plastics using staged catalysis for production of gasoline range hydrocarbon oils. J. Anal. Appl. Pyrolysis 124, 631–637. doi: 10.1016/j.jaap.2016.12.027

Rehan, M., Miandad, R., Barakat, M. A., Ismail, I. M. I., Almeelbi, T., Gardy, J., et al. (2017). Effect of zeolite catalysts on pyrolysis liquid oil. Int. Biodeterior. Biodegrad. 119, 162–175. doi: 10.1016/j.ibiod.2016.11.015

Rehan, M., Nizami, A. S., Shahzad, K., Ouda, O. K. M., Ismail, I. M. I., Almeelbi, T., et al. (2016). Pyrolytic liquid fuel: a source of renewable energy in Makkah. Energy Sources A 38, 2598–2603. doi: 10.1080/15567036.2016.1153753

Rizzarelli, P., Rapisarda, M., Perna, S., Mirabella, E. F., La Carta, S., Puglisi, C., et al. (2016). Determination of polyethylene in biodegradable polymer blends and in compostable carrier bags by Py-GC/MS and TGA. J. Anal. Appl. Pyrolysis 117,72–81. doi: 10.1016/j.jaap.2015.12.014

Saptoadi, H., and Pratama, N. N. (2015). Utilization of plastics waste oil as partial substitute for kerosene in pressurized cookstoves. Int. J. Environ. Sci. Dev . 6, 363–368. doi: 10.7763/IJESD.2015.V6.619

Sarker, M., and Rashid, M. M. (2013). Waste plastics mixture of polystyrene and polypropylene into light grade fuel using Fe2O3 catalyst. Int. J. Renew. Energy Technol. Res . 2, 17–28.

Seo, Y. H., Lee, K. H., and Shin, D. H. (2003). Investigation of catalytic degradation of high density, polyethylene by hydrocarbon group type analysis. J. Anal. Appl. Pyrol . 70, 383–398. doi: 10.1016/S0165-2370(02)00186-9

Serrano, D. P., Aguado, J., and Escola, J. M. (2000). Catalytic conversion of polystyrene over HMCM-41, HZSM-5 and amorphous SiO 2 –Al 2 O 3 : comparison with thermal cracking. Appl. Catal. B:Environ. 25, 181–189. doi: 10.1016/S0926-3373(99)00130-7

Serrano, D. P., Aguado, J., and Escola, J. M. (2012). Developing advanced catalysts for the conversion of polyolefinic waste plastics into fuels and chemicals. ACS Catal. 2, 1924–1941. doi: 10.1021/cs3003403

Shah, J., and Jan, M. R. (2015). Effect of polyethylene terephthalate on the catalytic pyrolysis of polystyrene: Investigation of the liquid products. J. Taiwan Inst. Chem. Eng. 51, 96–102. doi: 10.1016/j.jtice.2015.01.015

Siddiqui, M. N., and Redhwi, H. H. (2009). Pyrolysis of mixed plastics for the recovery of useful products. Fuel Process. Technol. 90, 545–552. doi: 10.1016/j.fuproc.2009.01.003

Sriningsih, W., Saerodji, M. G., Trisunaryanti, W., Armunanto, R., and Falah, I. I. (2014). Fuel production from LDPE plastic waste over natural zeolite supported Ni, Ni-Mo, Co and Co-Mo metals. Proc. Environ. Sci. 20, 215–224. doi: 10.1016/j.proenv.2014.03.028

Syamsiro, M., Cheng, S., Hu, W., Saptoadi, H., Pratama, N. N., Trisunaryanti, W., et al. (2014). Liquid and gaseous fuel from waste plastics by sequential pyrolysis and catalytic reforming processes over indonesian natural zeolite catalysts. Waste Technol. 2, 44–51. doi: 10.12777/wastech.2.2.44-51

Tekin, K., Akalin, M. K., Kadi, C., and Karagöz, S. (2012). Catalytic degradation of waste polypropylene by pyrolysis. J. Energy Ins . 85, 150–155. doi: 10.1179/1743967112Z.00000000029

Thilakaratne, R., Tessonnier, J. P., and Brown, R. C. (2016). Conversion of methoxy and hydroxyl functionalities of phenolic monomers over zeolites. Green Chem. 18, 2231–2239. doi: 10.1039/c5gc02548f

Uemichi, Y., Hattori, M., Itoh, T., Nakamura, J., and Sugioka, M. (1998). Deactivation behaviors of Zeolite and Silica– Alumina catalysts in the degradation of polyethylene. Ind. Eng. Chem. Res. 37, 867–872. doi: 10.1021/ie970605c

Uemichi, Y., Nakamura, J., Itoh, T., Sugioka, M., Garforth, A. A., and Dwyer, J. (1999). Conversion of polyethylene into gasoline-range fuels by two-stage catalytic degradation using Silica–Alumina and HZSM-5 Zeolite. Ind. Eng. Chem. Res. 38, 385–390. doi: 10.1021/ie980341+

Ukei, H., Hirose, T., Horikawa, S., Takai, Y., Taka, M., Azuma, N., et al. (2000). Catalytic degradation of polystyrene into styrene and a design of recyclable polystyrene with dispersed catalysts. Catal. Today 62, 67–75. doi: 10.1016/S0920-5861(00)00409-0

Waqas, M., Rehan, M., Aburiazaiza, A. S., and Nizami, A. S. (2018). “Chapter 17-Wastewater Biorefinery based on the microbial electrolysis cell: opportunities and challenges,” in Progress and Recent Trends in Microbial Fuel Cells , eds K. Dutta and P. Kundu (New York, NY: Elsevier Inc.), 347–374. doi: 10.1016/B978-0-444-64017-8.00017-8

Williams, P. T. (2006). “Yield and composition of gases and oils/waxes from the feedstock recycling of waste plastic.” In Feeds Tock Recycling and Pyrolysis of Waste Plastics: Converting Waste Plastics into Diesel and Other Fuels , eds J. Scheirs and W. Kaminsky (West Sussex: John Wiley & Sons Press), 285–309.

Wu, C., and Williams, P. T. (2010). Pyrolysis–gasification of plastics, mixed plastics and real-world plastic waste with and without Ni–Mg–Al catalyst. Fuel 89, 3022–3032. doi: 10.1016/j.fuel.2010.05.032

Wu, J., Chen, T., Luo, X., Han, D., Wang, Z., and Wu, J. (2014). TG/FTIR analysis on co-pyrolysis behavior of PE, PVC and PS. Waste Manag. 34, 676–682. doi: 10.1016/j.wasman.2013.12.005

Xue, Y., Johnston, P., and Bai, X. (2017). Effect of catalyst contact mode and gas atmosphere during catalytic pyrolysis of waste plastics. Energy Conv. Manag. 142, 441–451. doi: 10.1016/j.enconman.2017.03.071

Yoshioka, T., Grause, G., Eger, C., Kaminsky, W., and Okuwaki, A. (2004). Pyrolysis of poly (ethylene terephthalate) in a fluidised bed plant. Polym. Degrad. Stab. 86, 499–504. doi: 10.1016/j.polymdegradstab.2004.06.001

Zeaiter, J. (2014). A process study on the pyrolysis of waste polyethylene. Fuel 133, 276–282. doi: 10.1016/j.fuel.2014.05.028

Keywords: catalytic pyrolysis, pyrolysis based biorefineries, natural zeolite, plastic waste, aromatic compounds, modified natural zeolite, catalyst

Citation: Miandad R, Rehan M, Barakat MA, Aburiazaiza AS, Khan H, Ismail IMI, Dhavamani J, Gardy J, Hassanpour A and Nizami A-S (2019) Catalytic Pyrolysis of Plastic Waste: Moving Toward Pyrolysis Based Biorefineries. Front. Energy Res . 7:27. doi: 10.3389/fenrg.2019.00027

Received: 15 November 2018; Accepted: 22 February 2019; Published: 19 March 2019.

Reviewed by:

Copyright © 2019 Miandad, Rehan, Barakat, Aburiazaiza, Khan, Ismail, Dhavamani, Gardy, Hassanpour and Nizami. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Mohammad Rehan, [email protected]

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

Information

  • Author Services

Initiatives

You are accessing a machine-readable page. In order to be human-readable, please install an RSS reader.

All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess .

Feature papers represent the most advanced research with significant potential for high impact in the field. A Feature Paper should be a substantial original Article that involves several techniques or approaches, provides an outlook for future research directions and describes possible research applications.

Feature papers are submitted upon individual invitation or recommendation by the scientific editors and must receive positive feedback from the reviewers.

Editor’s Choice articles are based on recommendations by the scientific editors of MDPI journals from around the world. Editors select a small number of articles recently published in the journal that they believe will be particularly interesting to readers, or important in the respective research area. The aim is to provide a snapshot of some of the most exciting work published in the various research areas of the journal.

Original Submission Date Received: .

  • Active Journals
  • Find a Journal
  • Proceedings Series
  • For Authors
  • For Reviewers
  • For Editors
  • For Librarians
  • For Publishers
  • For Societies
  • For Conference Organizers
  • Open Access Policy
  • Institutional Open Access Program
  • Special Issues Guidelines
  • Editorial Process
  • Research and Publication Ethics
  • Article Processing Charges
  • Testimonials
  • Preprints.org
  • SciProfiles
  • Encyclopedia

processes-logo

Article Menu

pyrolysis process research paper

  • Subscribe SciFeed
  • Recommended Articles
  • Google Scholar
  • on Google Scholar
  • Table of Contents

Find support for a specific problem in the support section of our website.

Please let us know what you think of our products and services.

Visit our dedicated information section to learn more about MDPI.

JSmol Viewer

Recent advances on waste plastic thermal pyrolysis: a critical overview.

pyrolysis process research paper

1. Introduction

1.1. thermal pyrolysis process, 1.2. co-pyrolysis and mixed waste plastics, 2. common influential factors of waste plastic thermal pyrolysis, 2.1. chemical composition of the feedstock, 2.2. reactor type.

  • Fusion of the waste plastics.
  • Pyrolysis of the fused waste plastics.

2.3. Decomposition Temperature and Heating Rate

2.4. residence time, 2.5. pressure, 3. quality guarantee of waste plastic pyrolysis and petroleum products with emphasis on diesel: a brief comparative analysis.

Waste PlasticsC (%)H (%)O (%)N (%)S (%)HHV (MJ/kg)References
PE80.50–85.4014.30–15.500.03–3.900.00–0.300.00–0.3046.1[ , , ]
PS86.40–92.707.40–8.500.00–1.300.00–6.100.00–0.1039.00–42.10[ , , ]
PP85.1–86.5012.90–14.400.00–0.2000.00–0.537.60–46.40[ , ]
Gasolinea 82.6815.132.090.00160.000645.8Summer gasoline in the Republic of Korea.
Diesela 86.5813.410.010.00050.000545.96[ ]; summer diesel in the Republic of Korea.

4. Active Commercial Plastic Pyrolysis Processes and Technologies

4.1. the impacts of feedstock, 4.2. plastic pyrolysis technology, 4.2.1. feeding system, 4.2.2. pyrolysis reactor, 4.2.3. separation and collection system, 4.3. practical implications of this literature, 5. conclusions, author contributions, institutional review board statement, informed consent statement, data availability statement, acknowledgments, conflicts of interest.

  • Al-Salem, S.M.; Antelava, A.; Constantinou, A.; Manos, G.; Dutta, A. A review on thermal and catalytic pyrolysis of plastic solid waste (PSW). J. Environ. Manag. 2017 , 197 , 177–198. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • PlasticsEurope. Plastics—The Facts 2014/2015. An analysis of European Plastics Production, Demand and Waste Data. PlasticsEurope, Association of Plastics Manufacturers. 2014. Available online: https://plasticseurope.org/wp-content/uploads/2021/10/2014-Plastics-the-facts.pdf (accessed on 9 September 2019).
  • Singh, R.K.; Ruj, B. Time and temperature depended fuel gas generation from pyrolysis of real world municipal plastic waste. Fuel 2016 , 174 , 164–171. [ Google Scholar ] [ CrossRef ]
  • Sophonrat, N.; Sandström, L.; Johansson, A.-C.; Yang, W. Co-pyrolysis of mixed plastics and cellulose: An interaction study by Py-GC × GC/MS. Energy Fuels 2017 , 31 , 11078–11090. [ Google Scholar ] [ CrossRef ]
  • Ma, J.; Shi, L.; Shi, Y.; Luo, S.; Xu, J. Pyrolysis of polymethylsilsesquioxane. J. Appl. Polym. Sci. 2002 , 85 , 1077–1086. [ Google Scholar ] [ CrossRef ]
  • Fivga, A.; Dimitriou, I. Pyrolysis of plastic waste for production of heavy fuel substitute: A techno-economic assessment. Energy 2018 , 149 , 865–874. [ Google Scholar ] [ CrossRef ]
  • Beti, D.R.; Ring, T.A. Programmed Temperature Pyrolysis: Alterations to the Standard Method ; Energy and Geoscience Institute, the University of Utah: Salt Lake City, UT, USA; Department of Chemical Engineering, the University of Utah: Salt Lake City, UT, USA, 2019. [ Google Scholar ]
  • Encinar, J.; González, J.F.G. Pyrolysis of synthetic polymers and plastic wastes. Kinetic study. Fuel Process. Technol. 2008 , 89 , 678–686. [ Google Scholar ] [ CrossRef ]
  • Zafar, S.; Pyrolysis of Municipal Wastes. BioEnergy Consult Powering a Greener Future. Available online: https://www.bioenergyconsult.com/pyrolysis-of-municipal-waste/ (accessed on 27 November 2021).
  • Themelis, N.J.; Mussche, C. 2014 Energy and Economic Value of Municipal Solid Waste (MSW), Including Non-Recycled Plastics (NRP), Currently Landfilled in the Fifty States. Columbia University—Earth Engineering Centre. Advancing the Goals for Sustainable Waste Managements. Available online: https://www.americanchemistry.com/Policy/Energy/Energy-Recovery/2014-Update-of-Potential-for-Energy-Recovery-from-Municipal-Solid-Waste-and-Non-Recycled-Plastics.pdf (accessed on 16 July 2021).
  • Gershman, H.W.; Biofuel Opportunities for Solid Waste Management Systems. Gershman, Brickner & Bratton, Inc. Fairfax, VA USA. 12 November, 2013. GBB–Quality–Value–Ethics–Results. 2013. Available online: http://gbbinc.com/wp-content/uploads/2013/06/GershmanRSB2013.pdf (accessed on 12 December 2020).
  • Al-Salem, S.M.; Lettieri, P.; Baeyens, J. Recycling and recovery routes of plastic solid waste (PSW): A review. Waste Manag. 2009 , 29 , 2625–2643. Available online: https://pubmed.ncbi.nlm.nih.gov/19577459/ (accessed on 29 September 2019). [ CrossRef ]
  • Kaminsky, W.; Predel, M.; Sadiki, A. Feedstock recycling of polymers by pyrolysis in a fluidised bed. Polym. Degrad. Stab. 2004 , 85 , 1045–1050. [ Google Scholar ] [ CrossRef ]
  • Williams, E.A.; Williams, P. Analysis of products derived from the fast pyrolysis of plastic waste. J. Anal. Appl. Pyrolysis 1997 , 40–41 , 347–363. [ Google Scholar ] [ CrossRef ]
  • Chen, D.; Yin, L.; Wang, H.; He, P. Pyrolysis technologies for municipal solid waste: A review. Waste Manag. 2014 , 34 , 2466–2486. [ Google Scholar ] [ CrossRef ]
  • McKay, G. Dioxin characterisation, formation and minimisation during municipal solid waste (MSW) incineration: Review. Chem. Eng. J. 2002 , 86 , 343–368. [ Google Scholar ] [ CrossRef ]
  • Qinglan, H.; Chang, W.; Dingqiang, L.; Yao, W.; Dan, L.; Guiju, L. Production of hydrogen-rich gas from plant biomass by catalytic pyrolysis at low temperature. Int. J. Hydrogen Energy 2010 , 35 , 8884–8890. [ Google Scholar ] [ CrossRef ]
  • Buekens, A. Introduction to Feedstock Recycling of Plastics. In Feedstock Recycling and Pyrolysis of Waste Plastics ; Scheirs, J., Kaminsky, W., Eds.; John Wiley & Sons, Ltd.: Brussels, Belgium, 2006; pp. 3–41. [ Google Scholar ]
  • Figueroa, J.E.J.; Ardila, Y.C.; Hoss Lunelli, B.; Filho, R.M.; Wolf Maciel, M.R. Evaluation-of-pyrolysis-and-steam-gasification-processes-of-sugarcane-bagasse-in-a-fixed-bed. Chem. Eng. Trans. 2013 , 32 , 925–930. [ Google Scholar ]
  • Williams, P.; Slaney, E. Analysis of products from the pyrolysis and liquefaction of single plastics and waste plastic mixtures. Resour. Conserv. Recycl. 2007 , 51 , 754–769. [ Google Scholar ] [ CrossRef ]
  • Miskolczi, N.; Ateş, F.; Borsodi, N. Comparison of real waste (MSW and MPW) pyrolysis in batch reactor over different catalysts. Part II: Contaminants, char and pyrolysis oil properties. Bioresour. Technol. 2013 , 144 , 370–379. [ Google Scholar ] [ CrossRef ]
  • Sharma, B.K.; Moser, B.R.; Vermillion, K.E.; Doll, K.M.; Rajagopalan, N. Production, characterisation and fuel properties of alternative diesel fuel from pyrolysis of waste plastic grocery bags. Fuel Process. Technol. 2014 , 122 , 79–90. [ Google Scholar ] [ CrossRef ]
  • Syamsiro, M.; Saptoadi, H.; Norsujianto, T.; Noviasri, P.; Cheng, S.; Alimuddin, Z.; Yoshikawaa, K. Fuel Oil Production from Municipal Plastic Wastes in Sequential. Energy Procedia 2014 , 47 , 180–188. [ Google Scholar ] [ CrossRef ] [ Green Version ]
  • Muhammad, C.; Onwudili, J.A.; Williams, P.T. Thermal Degradation of Real-World Waste Plastics and Simulated Mixed Plastics in a Two-Stage Pyrolysis–Catalysis Reactor for Fuel Production. Energy Fuels 2015 , 29 , 2601–2609. [ Google Scholar ] [ CrossRef ]
  • Fakhrhoseini, S.M.; Dastanian, M. Predicting pyrolysis products of PE, PP, and PET using NRTL activity coefficient model. J. Chem. 2013 , 2013 , 487676. [ Google Scholar ] [ CrossRef ]
  • Mastral, F.J.; Esperanza, E.; Garcıa, P.; Juste, M. Pyrolysis of high-density polyethylene in a fluidised bed reactor. Influence of the temperature and residence time. J. Anal. Appl. Pyrolysis 2002 , 63 , 1–15. [ Google Scholar ] [ CrossRef ]
  • Butler, E.; Devlin, G.; Meier, D.; McDonnell, K. A review of recent laboratory research and commercial developments in fast pyrolysis and upgrading. Renew. Sustain. Energy Rev. 2011 , 15 , 4171–4186. [ Google Scholar ] [ CrossRef ] [ Green Version ]
  • Helt, J.E.; Agrawal, R.K.; Myles, K.M. Pyrolysis of Municipal Solid Waste. Annual Report, July 1984–June 1985, Argonne National Laboratory, ANL/CNSV-45, 1984. Available online: https://www.osti.gov/biblio/7255421-pyrolysis-municipal-solid-waste-annual-report-july-june (accessed on 5 March 2021).
  • Demirbas, A. Pyrolysis of municipal plastic waste for recovery of gasoline range hydrocarbons. J. Anal. Appl. Pyrolysis 2004 , 72 , 97–102. [ Google Scholar ] [ CrossRef ]
  • Joo, H.S.; Guin, J.A. Continuous upgrading of a plastics pyrolysis liquid to an environmentally favorable gasoline range product. Fuel Process. Technol. 1998 , 57 , 25–40. [ Google Scholar ] [ CrossRef ]
  • Lee, K.-H.; Shin, D.-H. Characteristics of liquid product from the pyrolysis of waste plastic mixture at low and high temperatures: Influence of lapse time of reaction. Waste Manag. 2007 , 27 , 168–176. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Marcilla, A.; Beltrán, M.; Navarro, R. Thermal and catalytic pyrolysis of polyethylene over HZSM5 and HUSY zeolites in a batch reactor under dynamic conditions. Appl. Catal. B Environ. 2009 , 86 , 78–86. [ Google Scholar ] [ CrossRef ]
  • Aguado, J.; Serrano, D.P.; Escola, J.M. Catalytic Upgrading of Plastic Wastes. In Feedstock Recycling and Pyrolysis of Waste Plastics ; Scheirs, J., Kaminsky, W., Eds.; John Wiley & Sons, Ltd.: Mostoles, Spain, 2006; pp. 73–110. [ Google Scholar ]
  • Blazso, M. Composition of Liquid Fuels Derived from the Pyrolysis of Plastics. In Feedstock Recycling and Pyrolysis of Waste Plastics ; Kaminsky, J.S.A.W., Ed.; John Wiley & Sons, Ltd.: Budapest, Hungary, 2006; pp. 315–344. [ Google Scholar ]
  • Demirbas, A. Effect of initial moisture content on the yields of oily products from pyrolysis of biomass. J. Anal. Appl. Pyrolysis 2004 , 71 , 803–815. [ Google Scholar ] [ CrossRef ]
  • McCaffrey, W.C.; Kamal, M.R.; Cooper, D.G. Thermolysis of polyethylene.pdf. Polym. Degrad. Stab. 1995 , 47 , 133–139. [ Google Scholar ] [ CrossRef ]
  • Indian Centre for Plastics in the Environment (ICPE) Newsletter. Management of Plastics, Polymer Wastes and Bio-Polymers and Impact of Plastics on the Eco-System. Envis Eco-Echoes. Volume 12, Issue 4, October–December 2011. Available online: http://icpe.in/envis_newsletter/Envis-Eco-Echoes%20Oct_Dec-2011(E%20version).pdf (accessed on 2 January 2020).
  • Moses, K. Production and Characterization of Liquid Fuel from Mixed Plastic Wastes Using Catalytic Pyrolysis. Master’s Dissertation, Makerere University, Kampala, Uganda, 2014. [ Google Scholar ]
  • Marcilla, A.; Garcia-Quesada, J.C.; Sanchez, S.; Ruiz, R. Study of the catalytic pyrolysis behaviour of polyethylene polypropylene mixtures. J. Anal. Appl. Pyrol. 2005 , 74 , 38792. [ Google Scholar ] [ CrossRef ]
  • Abnisa, F.; Daud, W.M.A.W. A review on co-pyrolysis of biomass: An optional technique to obtain a high-grade pyrolysis oil. Energy Convers. Manag. 2014 , 87 , 71–85. [ Google Scholar ] [ CrossRef ]
  • Salaudeen, S.A.; Arku, P.; Dutta, A. Gasification of Plastic Solid Waste and Competitive Technologies. In Plastics to Energy: Fuel, Chemicals, and Sustainability Implications ; Plastics Design Library; Elsevier: Amsterdam, The Netherlands, 2019; pp. 269–293. [ Google Scholar ]
  • Wu, S.L.; Kuo, J.H.; Wey, M.Y. Thermaldegradation of waste plastics in a two-stage pyrolysis-catalysis reactor overcore-shell type catalyst. J. Anal. Appl. Pyrolysis 2019 , 142 , 104641. [ Google Scholar ] [ CrossRef ]
  • Kim, S. Pyrolysis kinetics of waste PVC pipe. Waste Manag. 2001 , 21 , 609–616. [ Google Scholar ] [ CrossRef ]
  • Mansur, D.; Simanungkalit, S.P.; Fitriady, M.A.; Safitri, D. Liquefaction of Plastic for Fuel Production and Application of Volcanic Ash as Catalyst. 2018. Available online: https://aip.scitation.org/doi/pdf/10.1063/1 (accessed on 17 September 2020).
  • Liu, Y.; Qian, J.; Wang, J. Pyrolysis of polystyrene waste in a fluidized-bed reactor to obtain styrene monomer and gasoline fraction. Fuel Process. Technol. 2000 , 63 , 45–55. [ Google Scholar ] [ CrossRef ]
  • López, A.; de Marco, I.; Caballero, B.; Laresgoiti, M.; Adrados, A. Influence of time and temperature on pyrolysis of plastic wastes in a semi-batch reactor. Chem. Eng. J. 2011 , 173 , 62–71. [ Google Scholar ] [ CrossRef ]
  • Dorado, C.; Mullen, C.A.; Boateng, A.A. Origin of carbon in aromatic and olefin products derived from HZSM-5 catalyzed co-pyrolysis of cellulose and plastics via isotopic labeling. Appl. Catal. B Environ 2015 , 162 , 338–345. [ Google Scholar ] [ CrossRef ]
  • Ali, M.F.; Siddiqui, M.N. Thermal and catalytic decomposition behaviour of PVC mixed plastic waste with petroleum residue. J. Anal. Appl. Pyrol. 2005 , 74 , 282–289. [ Google Scholar ] [ CrossRef ]
  • Zhang, X.; Lei, H.; Chen, S.; Wu, J. Catalytic co-pyrolysis of lignocellulosic biomass with polymers: A critical review. Green Chem. 2016 , 18 , 4145–4169. [ Google Scholar ] [ CrossRef ]
  • Chen, W.; Shi, S.; Zhang, J.; Chen, M.; Zhou, X. Co-pyrolysis of waste newspaper with high-density polyethylene: Synergistic effect and oil characterization. Energy Convers. Manag. 2016 , 112 , 41–48. [ Google Scholar ] [ CrossRef ]
  • Guan, Y.; Ma, Y.; Zhang, K.; Chen, H.; Xu, G.; Liu, W.; Yang, Y. Co-pyrolysis behaviors of energy grass and lignite. Energy Convers. Manag. 2015 , 93 , 132–140. [ Google Scholar ] [ CrossRef ]
  • Uzoejinwa, B.B.; He, X.; Wang, S.; Abomohra, A.E.-F.; Hu, Y.; Wang, Q. Co-pyrolysis of biomass and waste plastics as a thermochemical conversion technology for high-grade biofuel production: Recent progress and future directions elsewhere worldwide. Energy Convers. Manag. 2018 , 163 , 468–492. [ Google Scholar ] [ CrossRef ]
  • Kositkanawuth, K.; Sattler, M.L.; Dennis, B. Pyrolysis of Macroalgae and Polysytrene: A Review. Curr. Sustain. Energy Rep. 2014 , 1 , 121–128. [ Google Scholar ] [ CrossRef ] [ Green Version ]
  • Zhao, Z.-Y.; Yan, H. Assessment of the biomass power generation industry in China. Renew. Energy 2012 , 37 , 53–60. [ Google Scholar ] [ CrossRef ]
  • Lopez, G.; Artetxe, M.; Amutio, M.; Bilbao, J.; Olazar, M. Thermochemical routes for the valorization of waste polyolefinic plastics to produce fuels and chemicals. A review. Renew. Sustain. Energy Rev. 2017 , 73 , 346–368. [ Google Scholar ] [ CrossRef ]
  • Yang, J.; Rizkiana, J.; Widayatno, W.B.; Karnjanakom, S.; Kaewpanha, M.; Hao, X.; Abudula, A.; Guan, G. Fast co-pyrolysis of low-density polyethylene and biomass residue for oil production. Energy Convers. Manag. 2016 , 120 , 422–429. [ Google Scholar ] [ CrossRef ]
  • Krerkkaiwan, S.; Fushimi, C.; Tsutsumi, A.; Kuchonthara, P. Synergetic effect during co-pyrolysis/gasification of biomass and sub-bituminous coal. Fuel Process. Technol. 2013 , 115 , 11–18. [ Google Scholar ] [ CrossRef ]
  • Miranda, R.; Yang, J.; Roy, C.; Vasile, C. Vacuum pyrolysis of PVC I. Kinetic study. Polym. Degrad. Stab. 1999 , 64 , 127–144. [ Google Scholar ] [ CrossRef ]
  • Li, W.; Cheng, C.; He, L.; Liu, M.; Cao, G.; Yang, S.; Ren, N. Effects of feedstock and pyrolysis temperature of biochar on promoting hydrogen production of ethanol-type fermentation. Sci. Total Environ. 2021 , 790 , 148206. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Jung, K.-W.; Kim, K.; Jeong, T.-U.; Ahn, K.-H. Influence of pyrolysis temperature on characteristics and phosphate adsorption capability of biochar derived from waste-marine macroalgae ( Undaria pinnatifida roots). Bioresour. Technol. 2016 , 200 , 1024–1028. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Zhang, X.; Zhang, P.; Yuan, X.; Li, Y.; Han, L. Effect of pyrolysis temperature and correlation analysis on the yield and physicochemical properties of crop residue biochar. Bioresour. Technol. 2019 , 296 , 122318. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Banik, C.; Lawrinenko, M.; Bakshi, S.; Laird, D.A. Impact of Pyrolysis Temperature and Feedstock on Surface Charge and Functional Group Chemistry of Biochars. J. Environ. Qual. 2018 , 47 , 452–461. [ Google Scholar ] [ CrossRef ] [ PubMed ] [ Green Version ]
  • Gai, X.; Wang, H.; Liu, J.; Zhai, L.; Liu, S.; Ren, T.; Liu, H. Effects of Feedstock and Pyrolysis Temperature on Biochar Adsorption of Ammonium and Nitrate. PLoS ONE 2014 , 9 , e113888. [ Google Scholar ] [ CrossRef ] [ PubMed ] [ Green Version ]
  • Hassan, M.; Liu, Y.; Naidu, R.; Parikh, S.J.; Du, J.; Qi, F.; Willett, I.R. Influences of feedstock sources and pyrolysis temperature on the properties of biochar and functionality as adsorbents: A meta-analysis. Sci. Total Environ. 2020 , 744 , 140714. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Mandal, S.; Donner, E.; Vasileiadis, S.; Skinner, W.; Smith, E.; Lombi, E. The effect of biochar feedstock, pyrolysis temperature, and application rate on the reduction of ammonia volatilisation from biochar-amended soil. Sci. Total Environ. 2018 , 627 , 942–950. [ Google Scholar ] [ CrossRef ]
  • Zhao, X.; Zhan, L.; Xie, B.; Gao, B. Products derived from waste plastics (PC, HIPS, ABS, PP and PA6) via hydrothermal treatment: Characterization and potential applications. J. Chemosphere 2018 , 207 , 742–752. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Brandrup, S.; Bittner, M.; Michaeli, W.; Menges, G. Recycling and Recovery of Plastics ; Hansa Publishers: New York, NY, USA, 1996. [ Google Scholar ]
  • Sun, Y.; Gao, B.; Yao, Y.; Fang, J.; Zhang, M.; Zhou, Y.; Chen, H.; Yang, L. Effects of feedstock type, production method, and pyrolysis temperature on biochar and hydrochar properties. Chem. Eng. J. 2014 , 240 , 574–578. [ Google Scholar ] [ CrossRef ]
  • Mastellone, M.L.; Perugini, F.; Ponte, M.; Arena, U. Fluidized bed pyrolysis of a recycled polyethylene. Polym. Degrad. Stab. 2002 , 76 , 479–487. [ Google Scholar ] [ CrossRef ]
  • Della Zassa, M.; Favero, M.; Canu, P. Two-steps selective thermal depolymerization of polyethylene. 1: Feasibility and effect of devolatilization heating policy. J. Anal. Appl. Pyrolysis 2010 , 87 , 248–255. [ Google Scholar ] [ CrossRef ]
  • Ellens, C.J. Alternative Pyrolyzer Design: Free Fall Reactor. Iowa State University Center for Sustainable Environmental Technologies; 2021. Available online: https://www.cset.iastate.edu/research/current-research/alternative-pyrolyzer-design-free-fall-reactor/ (accessed on 3 January 2020).
  • Pandey, U.; Stormyr, J.A.; Hassani, A.; Jaiswal, R.; Haugen, H.H.; Britt, M.E. Pyrolysis of Plastic Waste to Environmentally Friendly Products. In Energy Production and Management in the 21st Century IV ; Moldestad University of South-Eastern Norway: Kongsberg, Norway, 2020; p. 61. [ Google Scholar ] [ CrossRef ]
  • Gao, F. Pyrolysis of Waste Plastics into Fuels. Ph.D. Thesis, University of Canterbury, Christchurch, New Zealand, 2010. [ Google Scholar ]
  • Jung, C.G.; Fontana, A. Production of Gaseous and Liquid Fuels by Pyrolysis and Gasification of Plastics: Technological Approach. Available online: https://onlinelibrary.wiley.com/doi/10.1002/0470021543.ch10 (accessed on 14 September 2020).
  • Adrados, A.; de Marco, I.; Caballero, B.; López, A.; Laresgoiti, M.; Torres, A. Pyrolysis of plastic packaging waste: A comparison of plastic residuals from material recovery facilities with simulated plastic waste. Waste Manag. 2012 , 32 , 826–832. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Wang, G.; Li, Q.; Dzakpasu, M.; Gao, X.; Yuwen, C.; Wang, X.C. Impacts of different biochar types on hydrogen production promotion during fermentative co-digestion of food wastes and dewatered sewage sludge. Waste Manag. 2018 , 80 , 73–80. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Freudenrich, C. How Plastics Work. 2007. Available online: https://science.howstuffworks.com/plastic2.htm (accessed on 7 January 2020).
  • Naresh, S.; Rockwell, J.; Huffman, G.P. Conversion of Waste Plastic to Oil: Direct Liquefaction versus Pyrolysis and Hydro-Processing ; CFFLS, 533 S. Limestone St., University of Kentucky: Lexington, KY, USA, 1999. [ Google Scholar ]
  • Aguado, J.; Serrano, D.P.; Vicente, G.; Sánchez, N. Enhanced Production of α-Olefins by Thermal Degradation of High-Density Polyethylene (HDPE) in Decalin Solvent: Effect of the Reaction Time and Temperature. Ind. Eng. Chem. Res. 2007 , 46 , 3497–3504. [ Google Scholar ] [ CrossRef ]
  • Ludlow-Palafox, C.; Chase, H.A. Microwave-induced pyrolysis of plastic wastes. Ind. Eng. Chem. Res. 2001 , 40 , 4749–4756. [ Google Scholar ] [ CrossRef ]
  • Miller, S.J.; Shah, N.; Huffman, G.P. Conversion of waste plastic to lubricating base oil. Energy Fuels 2005 , 19 , 1580–1586. [ Google Scholar ] [ CrossRef ]
  • Kaminsky, W. Pyrolysis with Respect to Recycling of Polymer † . First Published: October 1995. Available online: https://onlinelibrary.wiley.com/doi/10.1002/apmc.1995.052320110 (accessed on 14 September 2020).
  • Ayhan, D. Effects of temperature and particle size on bio-char yield from pyrolysis of agricultural residues. J. Anal. Appl. Pyrolysis 2004 , 72 , 243–248. [ Google Scholar ] [ CrossRef ]
  • Tsai, W.; Lee, M.; Chang, Y. Fast pyrolysis of rice husk: Product yields and compositions. Bioresour. Technol. 2007 , 98 , 22–28. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Sato, M.K.K.; Sakata, Y. Effect of pressure on thermal degradation of polyethylene. J. Anal. Appl. Pyrolysis 2004 , 71 , 569–589. [ Google Scholar ]
  • Chem.Fsu.Edu, (n.d). Gas Laws—Gay Lussac’s Law. Available online: https://www.chem.fsu.edu/chemlab/chm1045/gas_laws.html (accessed on 5 July 2021).
  • Central Pollution Control Board (CPCB) Report. Material on plastic waste management. Parivesh Bhaham 2004, East Argum Nagar Delhi-110032. Available online: https://www.nswai.org/docs/An%20Overview%20of%20Plastic%20Waste%20Management%20by%20CPCB.pdf (accessed on 14 September 2020).
  • Helmenstine, A. Gay-Lussac’s Law—Definition, Formula, Examples. Available online: https://sciencenotes.org/gay-lussacs-law-definition-formula-examples/ (accessed on 5 July 2021).
  • Jung, S.-H.; Cho, M.-H.; Kang, B.-S.; Kim, J.-S. Pyrolysis of a fraction of waste polypropylene and polyethylene for the recovery of BTX aromatics using a fluidized bed reactor. Fuel Process. Technol. 2010 , 91 , 277–284. [ Google Scholar ] [ CrossRef ]
  • Sophonrat, N.; Sandström, L.; Zaini, I.N.; Yangaa, W. Stepwise Pyrolysis of Mixed Plastics and Paper for Separation of Oxygenatedand Hydrocarbon Condensates ; Department of Materials Science and Engineering, KTH Royal Institute of Technology: Stockholm, Sweden, 2018; Available online: www.elsevier.com/locate/apenergy (accessed on 9 May 2021).
  • Gerpen, J.V. Diesel Combustion and Fuels. In Diesel Engine Reference Book , 2nd ed.; Challen, B., Baranescu, R., Eds.; Society of Automotive Engineers, Inc.: Warrendale, PA, USA, 1999. [ Google Scholar ]
  • Scheirs, J.; Kaminsky, W. Feedstock Recycling and Pyrolysis of Waste Plastics: Converting waste plastics into diesel and other fuels. In Wiley Series in Polymer Science ; Scheirs, J., Ed.; John Wiley & Sons, Ltd.: Milton, Australia, 2006. [ Google Scholar ]
  • Koppolu, L.; Agblevor, F.A.; Clements, L.D. Pyrolysis as a technique for separating heavy metals from hyperaccumulators. Part II: Lab-scale pyrolysis of synthetic hyperaccumulator biomass. Biomass-Bioenergy 2003 , 25 , 651–663. [ Google Scholar ] [ CrossRef ]
  • Zannikos, F.; Kalligeros, S.; Anastopoulos, G.; Lois, E. Converting Biomass and Waste Plastic to Solid Fuel Briquettes. J. Renew. Energy 2012 , 2013 , 360368. [ Google Scholar ] [ CrossRef ] [ Green Version ]
  • Zhou, C.; Yang, W. Effect of heat transfer model on the prediction of refuse-derived fuel pyrolysis process. Fuel 2015 , 142 , 46–57. [ Google Scholar ] [ CrossRef ]
  • Park, H.J.; Park, Y.K.; Dong, J.I.; Kim, J.S.; Jeon, J.K.; Kim, S.S.; Kim, J.; Song, B.; Park, J.; Lee, K.J. Pyrolysis characteristics of oriental white oak: Kinetic study and fast pyrolysis in a fluidized bed with an improved reaction system. Fuel Process. Technol. 2009 , 90 , 86–195. [ Google Scholar ] [ CrossRef ]
  • Aboulkas, A.; El harfi, K.; El Bouadili, A. Thermal degradation behaviours of polyethylene and polypropylene. Part I: Pyrolysis kinetics and mechanisms. Energy Convers. Manag. 2010 , 51 , 1363–1369. [ Google Scholar ] [ CrossRef ]
  • Sims, B. The Dangers of Polystyrene. Future Centre Trust. Available online: http://gracz-brand.com/en/life/4 (accessed on 14 February 2021).
  • Arena, U.; Mastellone, M.L. Fluidized Bed Pyrolysis of Plastic Wastes. In Feedstock Recycling and Pyrolysis of Waste Plastics ; Kaminsky, J.S.a.W., Ed.; John Wiley & Sons, Ltd.: Caserta, Italy, 2006; p. 440. [ Google Scholar ]
  • Zadgaonkar, A. Process and Equipment for Conversions of Waste Plastics into Fuels. In Feedstock Recycling and Pyrolysis of Waste Plastics ; Kaminsky, J.S.a.W., Ed.; John Wiley & Sons, Ltd.: Nagpur, India, 2006; pp. 709–728. [ Google Scholar ]
  • Bagri, R.; Williams, P.T. Catalytic of pyrolysis of polyethylene. J. Anal. Appl. Pyrolysis 2002 , 63 , 29–41. [ Google Scholar ] [ CrossRef ]
  • Shoaib, A.M.; El-Adly, R.A.; Hassanean, M.H.M.; Youssry, A.; Bhran, A.A. Developing a free-fall reactor for rice straw fast pyrolysis to produce bio-products. Egypt. J. Pet. 2018 , 27 , 1305–1311. [ Google Scholar ] [ CrossRef ]
  • Uemichi, Y.; Nakamura, J.; Itoh, T.; Sugioka, M.; Garforth, A.A.; Dwyer, J. Conversion of Polyethylene into Gasoline-Range Fuels by Two-Stage Catalytic Degradation Using Silica−Alumina and HZSM-5 Zeolite. Ind. Eng. Chem. Res. 1999 , 38 , 385–390. [ Google Scholar ] [ CrossRef ]
  • Dou, B.; Wang, K.; Jiang, B.; Song, Y.; Zhang, C.; Chen, H.; Xu, Y. Fluidized-bed gasification combined continuous sorption-enhanced steam reforming system to continuous hydrogen production from waste plastic. Int. J. Hydrogen Energy 2016 , 41 , 3803–3810. Available online: www.sciencedirect.com (accessed on 1 August 2021). [ CrossRef ]
  • Troitsch, J. International Plastics Flammability Handbook ; Hanser Publishers: Munich, Germany, 1990. [ Google Scholar ]
  • Okuwaki, A. Feedstock recycling of plastics in Japan. Polym. Degrad. Stab. 2004 , 85 , 981–988. [ Google Scholar ] [ CrossRef ]

Click here to enlarge figure

Conditions of PyrolysisCracking Temperature (°C)Heating RateDerived Products
Slow carbonisation450–600Very lowCharcoal
Slow pyrolysis450–60010–100 K/minGas, oil and char
Fast pyrolysis550–650Up to 1000 K/sGas, oil and (char)
Flash pyrolysis450–900Up to 10,000 K/sGas, oil and (char)
Conditions of PyrolysisResidence TimeDerived Products
Slow carbonisationOver 24 hCharcoal
Slow pyrolysis10–60 minGas, oil and char
Fast pyrolysis0.5–5 sGas, oil, (char)
Flash pyrolysis<1 sGas, oil, (char)
Gas Yield/wt vs. Degeneration Pressure/Mpa
@ 410 °C6.4 vs. 0.17.0 vs. 0.29.0 vs. 0.410.4 vs. 0.613.0 vs. 0.8
@ 420 °C4.4 vs. 0.15.4 vs. 0.26.0 vs. 0.47.3 vs. 0.68.0 vs. 0.8
@ 430 °C4.3 vs. 0.14.4 vs. 0.25.2 vs. 0.46.0 vs. 0.66.2 vs. 0.8
@ 440 °C3.8 vs. 0.14.0 vs. 0.24.8 vs. 0.45.0 vs. 0.65.8 vs. 0.8
MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

Yansaneh, O.Y.; Zein, S.H. Recent Advances on Waste Plastic Thermal Pyrolysis: A Critical Overview. Processes 2022 , 10 , 332. https://doi.org/10.3390/pr10020332

Yansaneh OY, Zein SH. Recent Advances on Waste Plastic Thermal Pyrolysis: A Critical Overview. Processes . 2022; 10(2):332. https://doi.org/10.3390/pr10020332

Yansaneh, Osman Y., and Sharif H. Zein. 2022. "Recent Advances on Waste Plastic Thermal Pyrolysis: A Critical Overview" Processes 10, no. 2: 332. https://doi.org/10.3390/pr10020332

Article Metrics

Article access statistics, further information, mdpi initiatives, follow mdpi.

MDPI

Subscribe to receive issue release notifications and newsletters from MDPI journals

U.S. flag

An official website of the United States government

The .gov means it’s official. Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

The site is secure. The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

  • Publications
  • Account settings

Preview improvements coming to the PMC website in October 2024. Learn More or Try it out now .

  • Advanced Search
  • Journal List
  • Materials (Basel)

Logo of materials

Pyrolytic Conversion of Plastic Waste to Value-Added Products and Fuels: A Review

Associated data.

Data sharing not applicable.

Plastic production has been rapidly growing across the world and, at the end of their use, many of the plastic products become waste disposed of in landfills or dispersed, causing serious environmental and health issues. From a sustainability point of view, the conversion of plastic waste to fuels or, better yet, to individual monomers, leads to a much greener waste management compared to landfill disposal. In this paper, we systematically review the potential of pyrolysis as an effective thermochemical conversion method for the valorization of plastic waste. Different pyrolysis types, along with the influence of operating conditions, e.g., catalyst types, temperature, vapor residence time, and plastic waste types, on yields, quality, and applications of the cracking plastic products are discussed. The quality of pyrolysis plastic oil, before and after upgrading, is compared to conventional diesel fuel. Plastic oil yields as high as 95 wt.% can be achieved through slow pyrolysis. Plastic oil has a heating value approximately equivalent to that of diesel fuel, i.e., 45 MJ/kg, no sulfur, a very low water and ash content, and an almost neutral pH, making it a promising alternative to conventional petroleum-based fuels. This oil, as-is or after minor modifications, can be readily used in conventional diesel engines. Fast pyrolysis mainly produces wax rather than oil. However, in the presence of a suitable catalyst, waxy products further crack into oil. Wax is an intermediate feedstock and can be used in fluid catalytic cracking (FCC) units to produce fuel or other valuable petrochemical products. Flash pyrolysis of plastic waste, performed at high temperatures, i.e., near 1000 °C, and with very short vapor residence times, i.e., less than 250 ms, can recover up to 50 wt.% ethylene monomers from polyethylene waste. Alternatively, pyrolytic conversion of plastic waste to olefins can be performed in two stages, with the conversion of plastic waste to plastic oil, followed by thermal cracking of oil to monomers in a second stage. The conversion of plastic waste to carbon nanotubes, representing a higher-value product than fuel, is also discussed in detail. The results indicate that up to 25 wt.% of waste plastic can be converted into carbon nanotubes.

1. Introduction

Plastic products play a critical role in our lives and are being used in large quantities due to their durability, versatility, light weight, and low cost [ 1 , 2 ]. Plastic waste materials, generated in different sectors of the economy, such as agriculture, residential and commercial, automobiles, construction and demolition, packing materials, toys, and electrical equipment are growing rapidly and are either recycled, combusted (waste incineration), or disposed of [ 3 ]. Plastic waste consists mainly of low-density polyethylene (LDPE), high-density polyethylene (HDPE), polypropylene (PP), polyvinylchloride (PVC), polystyrene (PS), and polyethylene terephthalate (PET) [ 4 ]. Polyethylene and polypropylene constitute the greatest portion of plastic waste [ 4 ].

The increase in the world population and subsequent living standards have caused a rapid increase in municipal solid waste generation of to up to 1.3 billion tons per annum [ 3 ]. Reportedly, plastic waste is the third largest contributor of municipal solid waste [ 4 ]. The global production of plastic has increased, from 1.5 million tons in 1950 to approximately 359 million tons in 2018 and is attributed to a rapid rise in the packaging/wrapping sector [ 5 ]. Today, over 250 million tons per year are either landfilled or dispersed in the environment and an estimated 10 million tons per year end up in the oceans. Considering an increase of 9–13% of plastic waste per year [ 4 ], it is predicted that billions of tons of plastic could be produced by 2050, of which the greatest portion could go to landfills or be dispersed, both in the land environment and in the oceans.

An increase in daily demand of plastic materials, which are petroleum-based substances, can result in the depletion of non-renewable fossil resources. Approximately 4% of crude oil production is directly utilized in plastic production [ 6 , 7 ]. In addition to contributing to a global energy crisis, plastic waste can affect the environment and, therefore, either disposing or reusing/recycling is crucial. It is well known that plastics can persist in the environment for a prolonged period. The continuous disposal of plastic wastes is destructive to both terrestrial and marine ecosystem, as they are not readily biodegraded and can take several years to vanish [ 8 ]. Photo-degradation, auto-oxidation, thermo-oxidation, thermal degradation and biodegradation are plastic nature-based degradation mechanisms, however with a very slow rate [ 4 ]. On the other hand, the pollutants, such as toluenes, xylenes, benzenes, and phenols, released into the air, water, and soil as a result of plastic degradation cause undeniable issues, such as impacts on human and animal health and deterioration of soil fertility [ 4 ]. Photo-degradation converts plastic waste into fine pieces (micro-plastics), which float on the surfaces of rivers, ponds, lakes, end up in seas and oceans and can penetrate into the food chain and subsequently pass to humans [ 9 ].

In addition to landfilling, there are four distinctive approaches for plastic waste management. Primary mechanical recycling is a technique in which single-type uncontaminated and clean plastic wastes are reprocessed, resulting in a product without changing the basic structure and equivalent quality. Although this method is cost-effective, washing the waste materials generates a new waste stream and, more importantly, plastic wastes usually consist of mixtures of different plastics, often arranged as composites with other materials and are either difficult or impossible to recycle. Secondary recycling is another mechanical recycling approach that follows a decontamination process, remelting, remolding and re-extruding. Size reduction, contaminants removal, separation from other waste materials, make this approach less favorable in terms of operating cost. Tertiary recycling is a chemical or/and thermochemical recycling, which includes chemolysis/solvolysis (i.e., glycolysis, hydrolysis, methanolysis, and alcoholysis), gasification, partial oxidation, and pyrolysis. In this approach, large polymer molecules of plastic wastes are converted into shorter molecules through the use of heat and/or chemical reactions. This technique produces fuels or value-added chemicals that are useful for the synthesis of new plastics and other products. Quaternary recycling is waste combustion (incineration) of the waste material for energy recovery. It seems to be the simplest method; however, it generates pollution and may not meet the circular economy milestones [ 10 , 11 ].

According to the waste management hierarchy (from the most to the least preferred), we identify prevention, minimization, reuse, recycle, energy recovery, and disposal. Energy recovery through incineration is in a lower rank compared to reuse and recycling [ 12 ]. As mentioned, the primary and secondary recycling methods suffer some drawbacks, such as labor-intensive operation for the separation process prior to recycling, a high material loss, possible water contamination, and, overall, a high cost. More importantly, the recycled products are often more expensive than the virgin plastics and may not maintain the original properties. As such, the thermochemical conversion (i.e., tertiary recycling) can be an economically and environmentally friendly solution, leading to a high value fuel/chemical production from plastic waste.

The interest in thermochemical conversion of plastic waste, particularly pyrolysis, has increased considerably over the last few years, primarily since China stopped accepting post-consumer plastic waste in 2018, after having taken up to 45% of the world’s plastic waste for recycling, landfilling and incineration [ 13 , 14 , 15 , 16 ]. Zhang et al. [ 17 ] conducted a comprehensive review on various advanced non-biodegradable plastic waste treatment technologies. They concluded that physical recycling methods are the most sustainable technologies with consideration of a decrease in the performance of plastic after several recycling cycles. It has been stated that pyrolysis is the most widely used thermal remediation, and gasoline/diesel yield is an indicator parameter which can reflect the actual valuable yield of the process and its industrial applicability. Degradation is another promising technology, but most studies focus on using selected kinds of microorganism to degrade specific polymers. As such, research on microorganisms able to degrade mixtures of various plastics is needed. Fojt et al. [ 18 ] critically reviewed the overlooked challenges associated with the accumulation of micro-plastics in the soil. Products made from biodegradable plastics are beginning to replace conventional plastics. Composting is highly suggested for bioplastic disposal; however, the compost formed could contain micro-bioplastic particles resulting from incomplete biodegradation, causing soil contamination. These authors addressed this problem by summarizing sample pre-treatments and analytical techniques. The analytical techniques include both thermo-analytical (i.e., pyrolysis) and non-thermo-analytical (i.e. pre-sorting and respective detection limits) approaches. They concluded that, due to the poor knowledge of the production rate of micro-plastics, fate, sorption properties and toxicity, a rapid and suitable approach is required for their determination. Yet, thermo-analytical approach is the most promising strategy. Murthy et al. [ 19 ] carried out an in-depth review study of the plastic pyrolysis process and discussed the influence of various operating parameters as well as the characterization of the liquid oil obtained from the process. The results revealed that most of the plastics produce oil with reasonable calorific values (i.e., approximately similar to conventional fuels). The plastic pyrolysis product distribution depends on the type of reactor used. Significant studies have been conducted on batch-style reactors due to the easy design, fabrication, operation, and control. On the other hand, continuous fluidized bed reactors can provide a uniform mixing of feedstock and heat carriers or catalysts during operation and, therefore, generate more stable products. Nanda and Berruti [ 20 ] systematically reviewed solid waste technologies, such as pyrolysis, liquefaction and gasification for converting waste plastic into fuels/chemicals. They stated that pyrolysis and hydrothermal liquefaction technologies are able to reduce the volume of plastics to landfills/oceans, reduce the overall carbon footprints, and, more importantly, have high conversion efficiencies and relatively lower costs when compared to higher temperature processes, such as gasification. Selectively, plastics can be converted either to bio-oil, bio-crude oil, synthesis gas, hydrogen and aromatic char. As such, the influence of process parameters, such as temperature, heating rate, feedstock concentration, reaction time, reactor type, and catalysts, have been discussed thoroughly. Damodharan et al. [ 21 ] conducted a review on the utilization of waste plastic oil in diesel engines. They used waste plastic oil obtained from the pyrolysis of mixed waste plastics in the presence of catalyst (e.g. silica, alumina, ZSM-5 and kaolin), with up to 80 wt.% yield. The pyrolysis oil had a lower cetane number than fossil diesel and, therefore, longer ignition delays and higher heat releases. NOx emissions are higher with plastic pyrolysis oil. Smoke emissions were chiefly low with plastic oil and could be further decreased to Euro levels by the use of oxygenated additives. They finally concluded that, plastic pyrolysis oil is a good candidate for fossil diesel replacement and found it to run smoothly in diesel engines. Williams [ 22 ] carried out a review on converting waste plastic to hydrogen and carbon nanotubes via pyrolysis coupled with catalytic steam reforming. This author investigated the influence of reactor designs, catalyst type, and operating conditions on the yield and quality of the carbon nanotubes. He concluded that the process temperature along with the type of catalyst are the prominent factors in plastic to hydrogen and carbon nanotubes pyrolysis. There is a balance between introduction of steam, which enhances hydrogen yield, and carbon nanotubes quality, since higher steam flowrates tend to oxidize the carbon nanotubes.

This review aims to thoroughly discuss the different types of plastic waste pyrolysis processes (i.e., slow, fast, and flash) with respect to the quality and quantity of the products. Furthermore, the application of pyrolysis plastic oil, as a fuel and/or material, is reviewed. Upgrading plastic oil through different methods (e.g., thermal cracking for monomer recovery, hydrogenation, and blending) along with the conversion of plastic waste to carbon nanotubes is reviewed and discussed in detail. This paper contributes to the science of waste management and waste valorization, providing the most updated information and insight through a comprehensive study of the most advanced literature on the pyrolytic conversion of waste plastics.

2. Plastic Waste Properties

To achieve a very good heat/mass transfer during the pyrolysis process, plastic wastes are typically crushed, shredded and sieved to obtain small size flakes, i.e., less than 2 mm. Proximate and ultimate analysis of different plastic wastes are presented in Table 1 and Table 2 . A high volatile matter content (above 90 wt.%) along with a high carbon and hydrogen content make plastic waste an excellent candidate for the pyrolysis process, leading to a high conversion to the liquid/gas products.

Ultimate analysis of different plastic wastes [ 23 ].

Plastic TypesCarbonHydrogenOxygenNitrogenSulfur
HDPE781340.060.08
PP841410.020.08
PS90910.070.08
PET771350.20NA

Proximate analysis of various plastic types [ 2 ].

Plastic TypesMoisture ContentFixed CarbonVolatile MattersAsh ContentHHV (MJ/Kg)
HDPE0.00.399.81.449.4
LDPE0.30.099.70.446.4
PP0.21.297.81.946.4
PS0.30.299.60.041.9
PET0.57.891.80.130.2

3. Pyrolysis Process

Pyrolysis is a versatile thermal cracking process that occurs in the absence of oxygen at temperatures above 400 °C. Typically, pyrolysis processes are classified as slow, fast, and flash [ 24 , 25 ]. This thermochemical process breaks down the long chain polymer molecules into smaller and less complex molecules through heat and chemical reactions. Slow pyrolysis is typically performed at temperatures between 350 and 550 °C, with 1 to 10 °C/min heating rates, and a prolonged vapor residence time. The major product of slow pyrolysis is a solid residue, called char, as a slow heating rate favors solid formation among various parallel-competitive reactions [ 25 ]. Fast pyrolysis often takes place at temperatures between 500 and 700 °C. The heating rate experienced by the feedstock is above 1000 °C/min, and vapor residence times are normally in the range of a few seconds [ 26 ]. Fast pyrolysis favors liquid production and, depending on the feedstock type, the liquid yield can surprisingly reach up to 90 wt.% for the pyrolysis of polyolefin materials [ 27 ]. In flash pyrolysis, the temperature is usually above 700 °C, the heating rate experienced by the feed is extremely fast, and vapor residence times are in the range of milliseconds [ 25 ]. Flash pyrolysis can produce higher yields of oil than fast pyrolysis for biomass feedstocks, while it differs for plastic waste, as the latter produces more gas compared to other products [ 28 ]. The products obtained from the pyrolysis of plastic wastes (all types, alone, or as mixtures) are categorized into liquid/wax, solid residues, and gas [ 29 ].

Pyrolysis is a robust technique and can be used for either fuel or monomer recovery, particularly while addressing plastic waste management challenges. For example, liquid pyrolysis oil obtained from fast pyrolysis is an excellent source of gasoline and diesel [ 29 ]. Unlike water-rich pyrolysis bio-based oils derived from biomass feedstocks, the plastic oils have a high heating value, almost three times more than bio-oils, and similar to diesel fuels, due to absence of highly oxygenated compounds and water [ 30 ]. The acid content of plastic oils also is dramatically lower than that of bio-oils and, therefore, no further upgrading may be required for fuel applications. The pyrolysis coproducts include solid (char), which can be used as an adsorbent [ 31 , 32 , 33 ], and gas, a valuable resource that can be used as an energy supplier for the pyrolysis process.

The produced plastic oil can be a liquid or a wax. The wax is yellowish with a high viscosity at room temperature and is predominantly composed of alkanes and alkenes hydrocarbons with a high boiling point (C20+) [ 34 ]. Wax is typically an intermediate product, and a further process, such as fluid catalytic cracking (FCC), is required to convert it into liquid fuels. Liquid plastic oil is comprised of mainly aliphatic compounds as well as mono- and polyaromatics [ 29 ]. In addition to being a promising precursor for fuel applications, the plastic oil can be used as an intermediate and converted into ethylene and propylene through further cracking at higher temperatures and extremely low contact times. The major gaseous species forming the “gas product” are methane, ethylene, ethane, propylene, butadiene, and butane [ 35 ]. The gas product can be used as an energy source to provide the required pyrolysis energy, making the process self-sustaining and independent from external energy sources. In addition, the valuable olefin components present in the gas stream can be separated and recovered for chemical recycling. The solid residue is the remaining pyrolysis product, mostly made of coke and ash [ 36 ].

3.1. Slow Pyrolysis

Table 3 summarizes slow pyrolysis trials conducted for the conversion of plastic wastes with/without catalyst utilization using various reactors and under a wide range of operating conditions. The results reveal that the liquid produced during slow pyrolysis is typically oily rather than waxy. The oil yield can reach up to 93 wt.% when LDPE is pyrolyzed at 550 °C, which implies a remarkable yield with a broad range of applications [ 21 ]. The plastic oil is versatile and can be used either directly in steam boilers for electricity generation or as a platform chemical for other applications, such as transportation fuels, monomer recovery, and carbon nanotubes (CNTS) production. The solid residue yield is significantly less than bio-based char, as a consequence of the lower fixed carbon and a higher volatile matter associated with plastic wastes compared to biomass ( Table 1 ). The gasoline fraction, C6–C12, can constitute up to 90 wt.% of the liquid product, making it valuable for conventional gasoline replacement.

Slow pyrolysis of different plastic wastes.

Plastic Types, Temp., Cat., Ref.Feed: Catalyst RatioLiquid/Wax Yield
(wt.%)
Solid Residue Yield (wt.%)Gas Yield
(wt.%)
Gasoline
(C6–C12)
(wt.%)
Diesel
(C13–C20)
(wt.%)
Wax
(C20+)
(wt.%)
Monomer Recovery (wt.%)
HDPE-450 °C-None-[ ]-8431347325-
HDPE-450 °C-ZSM-5-[ ]20352633500-
HDPE-450 °C-Silica-alumina-[ ]20781217170-
LDPE-425 °C-None-[ ]104445112024<13
LDPE-450 °C-None-[ ]10741016343917
LDPE-475 °C-None-[ ]10694272836<116
LDPE-425 °C-HZSM-5-[ ]10748457<1<126
LDPE-450 °C-HZSM-5-[ ]10161173150147
LDPE-475 °C-HZSM-5-[ ]102247421<1<153
LDPE-475 °C-Al-MCM-41-[ ]1040501030717
LDPE-475 °C-Al-MCM-41-[ ]10341858313231
LDPE-475 °C-Al-MCM-41-[ ]10424543851.537
PE-500 °C-Y-zeolite-[ ]NR801010NRNRNR4
PE-500 °C-ZSM-5-[ ]NR701020NRNRNR5
LDPE-550 °C-None-[ ]1093-14NRNRNR9
HDPE-550 °C-None-[ ]1084-16NRNRNR11
LDPE-550 °C-LDPE-HZSM5-[ ]1018171NRNRNR59
HDPE-550 °C-LDPE-HZSM5-[ ]1017172NRNRNR53
LDPE-550 °C-HUSY-[ ]1062234NRNRNR22
LDPE-550 °C-HUSY-[ ]1041239NRNRNR31
HDPE-450 °C-None-[ ]347419615602521
HDPE-450 °C-MCM-[ ]347815615602522
HDPE-450 °C-FCC-[ ]348211625651021
HDPE-450 °C-HZSM-5-[ ]348141525622321
PS-550 °C-[ ]-90294237113
PET-550 °C-None-[ ]-84412----
Mixed-550 °C-None-[ ]-83611562064

3.1.1. Influence of Plastic Types

Table 3 indicates that the pyrolysis of polyolefins, including LDPE, HDPE, and PP, typically produces a liquid oil with a significant fraction of aliphatic (alkanes and alkenes), specifically in the absence of catalyst. The impact of catalyst on the composition of plastic oil is discussed later, in Section 3.1.2 . The desired pyrolysis temperature to achieve a high conversion of polyolefins is above 450 °C, since, below this temperature, the solid residue drastically increases. Polystyrene (PS), which is composed of styrene monomers, can generate a liquid with a remarkable amount of aromatic compounds, such as benzene, toluene, and ethyl benzene [ 2 ]. Although the pyrolysis of polyolefins and polystyrene leads to the formation of a liquid oil which can be an excellent precursor for fuels/chemicals, the pyrolysis of PET and PVC generates a significant amount of benzoic acid and hydrochloric acid, respectively, which are toxic and corrosive to the reactors [ 2 , 37 ]. As such, these two polymers are typically excluded from pyrolysis.

3.1.2. Influence of Catalyst

Among the typical plastic pyrolysis process catalysts (e.g., FCC, HZSM-5, MCM-41, HY, Hβ, HUSY, mordenite and amorphous silica-alumina), acidic zeolites have been widely investigated [ 38 , 39 , 40 , 41 , 42 , 43 ]. Zeolite catalysts have shown an excellent catalytic efficiency on cracking, isomerization and oligomerization/aromatization, attributed to their specific physicochemical properties, including a strong acidity and a micropore crystalline structure [ 44 ]. As illustrated in Table 3 , the plastic pyrolysis in the presence of catalysts, particularly HZSM5, tends to produce remarkably more aromatic and polycyclic aromatic hydrocarbons, compared to the uncatalyzed pyrolysis process, therefore contributing to the gasoline fraction. Further, a significantly higher production of gases is typically observed in the presence of zeolite catalysts, due to the enhanced cracking reactions [ 45 ]. Amorphous silica-alumina catalysts significantly contribute to the production of light olefins, with no noticeable changes in the aromatics formation [ 46 ]. ZSM-5 and zeolite-Y promote the formation of both aromatics and branched hydrocarbons, along with a significant increase in the proportion of gaseous hydrocarbons. These results are consistent with other published reports in the literature [ 47 , 48 ]. Catalytic reforming over Al-MCM-41 proactively contributes to the gasoline production with a lower impact on gas generation, likely due to the weaker acid properties and larger pore dimensions of the catalyst [ 1 ]. In the presence of both Y-zeolite and ZSM-5 catalysts, the oil yield dramatically decreases in favor of gas production [ 49 ]. The superiority of Y-zeolite compared to the ZSM-5, in terms of aromatic compounds production, is rationalized by the differences in physical and chemical catalyst properties, i.e., pore size, surface area, and surface acidity [ 50 ].

3.2. Fast Pyrolysis

Unlike slow pyrolysis, which is typically performed in the batch reactors, fast pyrolysis takes place in continuous systems. The faster char removal from the reactor space associated with continuous processes prevents undesirable catalytic effects leading to the excessive cracking of vapors, which, coupled with short vapor residence times, minimizing secondary cracking reactions, result in a higher liquid production. Table 4 indicates that fast pyrolysis can convert up to 95 wt.% of plastic waste into the liquid/wax product (e.g., pyrolysis of HDPE at 600 °C). In addition, PE yields a higher liquid/wax product compared to the PP. The waxy fraction (C20+) of fast pyrolysis is greater than that of slow pyrolysis, attributed to a shorter vapor residence time and, consequently, reduced cracking reactions. As previously mentioned, the waxy product, which is an excellent source of paraffins and olefins, can be used as a feedstock in FCC units for the production of transportation fuels and other valuable petrochemical compounds.

Fast pyrolysis of different plastic wastes.

Plastic Type, Temp., Ref.Liquid/Wax Yield (wt.%)Solid Residues Yield (wt.%)Gas Yield (wt.%)Gasoline (C6–C12)
(wt.%)
Diesel (C13–C20)
(wt.%)
Wax (C20+)
(wt.%)
Monomer Recovery (wt.%)
PP-668 °C-[ ]4325440--26
PP-703 °C-[ ]3565734--27
PP-746 °C-[ ]2946529--17
PE-728 °C-[ ]3825936--34
HDPE-600 °C-[ ]95-51825534
HDPE-650 °C-[ ]85-1527213712
HDPE-700 °C-[ ]60-4032171137
HDPE-428 °C-[ ]93-7523317-
PP-409 °C-[ ]96-470219-
HDPE-650 °C-[ ]80-20101852-
PVC-740 °C-[ ]284915----

Influence of Temperature

Temperature plays a key role in all pyrolysis processes, regardless of the feedstock type. In the pyrolysis of plastic wastes, as in any other pyrolysis process, the increase in temperature results in a rapid increase in gas yields from the enhanced cracking reactions and, correspondingly, in a decrease of the oil/wax yield ( Table 4 ). In addition to the alteration of yields, temperature expectedly affects the products quality, due to its impacts on the pyrolysis kinetic mechanisms. Generally speaking, high temperature favors the production of less waxy and more oily compounds production, attributed to the conversion of long-chain paraffins/olefins to shorter molecules. Conversely, the solid residue yield decreases at elevated temperatures. A qualitative assessment of plastic oil shows high temperature favors an increase in gasoline production corresponding to a higher concentration of aromatics [ 52 ]. The yield of ethylene and propylene are found increase as the temperature rises.

3.3. Flash Pyrolysis

In order to avoid over-cracking reactions during pyrolysis, especially at high temperatures (above 700 °C), which converts a significant amount of liquid to gaseous products, flash pyrolysis taking place within milliseconds is a suitable option. Unlike the fast pyrolysis of biomass, which generates the highest yields of bio-oil, flash pyrolysis of plastic waste produces more gas rather than liquids ( Table 5 ). As illustrated in Table 5 , up to 75 wt.% of monomers, i.e., ethylene and propylene, can be recovered through flash pyrolysis. The by-product, which is oil, can be used to provide the required energy for the process. Kannan et al. [ 56 ] performed a flash pyrolysis of LDPE in a microreactor with a minimal heat/mass transfer resistance at temperatures of 600–1000 °C, and vapor residence time of 250 ms to investigate the effect of temperature on monomer recovery (yield of olefins). They found that the 950–1000 °C temperature range is optimal to recover up to 68 wt.% of monomers.

Flash pyrolysis of LDPE with different experimental parameters.

Plastic Type, Temp., Ref.Vapor Residence Time (s)Liquid/Wax Yield (wt.%)Solid Residues Yield (wt.%)Gas Yield (wt.%)Monomer Recovery Yield
(wt.%)
LDPE-900 °C-[ ]0.75--95.050
LDPE-850 °C-[ ]0.611.4-88.6-
LDPE-825 °C-[ ]0.4529375
LDPE-790 °C-[ ]0.532.10.262.251.6
LDPE-1000 °C-[ ]0.25--9968

Influence of Vapor Residence Time

Together with temperature, the vapor residence time in the hot zone (i.e. reactor) is the key parameter that significantly affects the pyrolysis products yields and compositions. Previous work [ 28 , 57 , 58 ] on the flash pyrolysis of different waste plastics in micro and large scale reactors indicated that short vapor residence time resulted in a high olefin content gas. Although the Internally Circulating Fluidized Bed (ICFB) reactor illustrated in Figure 1 has been shown to be suitable for thermochemical processes requiring short residence times, this capability is not achieved without cost [ 58 ]. The control of the residence time, particularly for large scale reactors, presents a significant challenge to the reactor designer. Nielsen et al. [ 60 ] invented a fenestrated centrifugal riser terminator for use in an ICFB and/or in conventional fluid bed reactor risers. This terminator can separate solids from gas in less than 20 ms with 99.5% separation efficiency. Such a fast separation is critically important when the objective is to minimize the vapor residence time at high temperature and rapidly quench the reaction ( Table 5 ).

An external file that holds a picture, illustration, etc.
Object name is materials-14-02586-g001.jpg

Internally circulating fluidized bed (ICFB) and riser terminator (adapted from [ 58 , 60 ]).

4. Plastic Oil Cracking

Tsuji et al. [ 35 ] utilized a two-stage unit, including a liquid–liquid extraction followed by a pyrolysis reactor, to investigate the thermal cracking of pyrolysis plastic oils containing considerable amounts of aromatic compounds, such as styrene. In the first stage, sulfolane solvent was used to remove the aromatic compounds prior to the pyrolytic cracking, in order to mitigate the coking effects, since stable aromatics (e.g., styrene) tend to be coked rather than cracked during pyrolysis. The results were promising, and the gas yield reached 85 wt.% at 750 °C, corresponding to a 20 wt.% increase compared to non-extracted oil. A schematic diagram of the pyrolysis oil cracking set-up is shown in Figure 2 .

An external file that holds a picture, illustration, etc.
Object name is materials-14-02586-g002.jpg

Schematic diagram of the experimental apparatus for cracking of raw plastic pyrolysis oil and extracted oil after separation of aromatics (adapted from Reference [ 35 ]).

The results of cracking of different plastic oils are summarized in Table 6 . SL and SM are the light and medium fractions of pyrolysis plastic oil obtained from Sapporo Plastic Recycle Co. DH and DL stand for heavy and light fractions of plastic oil obtained from Dohoh Recycle Center Co. in Japan. Model plastics waste oil was obtained in the lab [ 35 ] from the pyrolysis of mixed plastics at 450 °C. The analysis of data presented in Table 6 suggests that a higher cracking temperature (above 850 °C) and a lower vapor residence time (less than 730 ms) are required to potentially achieve the best monomer recoveries.

Pyrolysis of different plastic wastes [ 35 ].

Plastic Type and Temp.Vapor Residence Time (s)Liquid/Wax Yield (wt.%)Solid Residues Yield (wt.%)Gas Yield (wt.%)Ethylene Yield (wt.%)Propylene
Yield (wt.%)
Total Olefin Yield (wt.%)
SL-700 °C0.9643.10.128.47716
SL-850 °C 0.8134.63.931.1151820
SM-700 °C0.9130.12.149.4152530
SM-850 °C1.0626.24-253035
DL-700 °C0.9531.40.246.2102025
DL-850 °C0.7728.62.241.8202530
DH-700 °C0.9532.1254.3201540
DH-850 °C0.7518.62.36540550
MO-700 °C0.9226.70.845151032
MO-850 °C0.7328.82.755.330538

5. Upgrading of Pyrolysis Plastic Oils

The comparison between diesel fuel and a sample plastic oil obtained from the pyrolysis of mixed plastics, including 58 wt.% of HDPE and LDPE, 27 wt.% of PP, 9 wt.% of PS, 5 wt.% of PET [ 61 ] is shown in Table 7 . The GC-MS results reveal that the carbon number distributions of the produced plastic oil is as follows: 35.41 wt.% of C6–C9, 48.40 wt.% of C10–C14, 13.21 wt.% of C15–C20, and 1.83 wt.% of C20+ [ 61 ]. The comparison between fuel properties of pyrolysis plastic oil and diesel indicates similar heating values and kinematic viscosity, while the plastic oil has a higher ash content and a lower cetane number compared to diesel fuel.

A comparison between plastic oil and diesel physicochemical properties [ 61 ].

PropertiesPlastic Oil *Diesel
Density (kg/m )734820–850
Ash content (wt.%)10.04
Calorific value (MJ/kg)4142
Kinematic viscosity (cSt)2.93.05
Cetane number4955
Flash point (°C)4650
Fire point (°C)5156
Carbon residue (wt.%)0.010.002
Sulphur content (wt.%)<0.001<0.035
Pour point (°C)−3−15
Cloud point (°C)−27-
Aromatic content (wt.%)3211–15

* Composition: 35.41 wt.% of C6-C9, 48.40 wt.% of C10-C14, 13.21 wt.% of C15-C20, and 1.83 wt.% of C20+.

5.1. Blending

As discussed earlier, raw pyrolysis plastic oil has a high heating value (40–55 MJ/kg), a low water content (<1 wt.%), and approximately neutral pH. Therefore, boilers can readily burn it as-is for the electricity generation. Damodharan et al. [ 21 ] stated that diesel engines can smoothly run plastic oil and no modification is required to the existing engine infrastructure. In contrast, there are several researchers [ 8 , 62 , 63 , 64 ] who believe improvements in plastic oil quality are needed to meet EN590 standards. In terms of drawbacks associated with the utilization of pyrolysis plastic oil in internal combustion engines, a high heat release and delayed ignition have been reported [ 61 ]. As such, a blend of conventional fuel and plastic oil can be a potential solution. The fuel trials using blends in conventional engines reveal a stable performance with less emission of NOx and SOx compared to diesel and gasoline fuels [ 65 ]. A reduced specific fuel consumption has also been reported [ 61 ]. Awasthi and Gaikwad [ 66 ] stated that the overall performance of the blend of diesel and plastic oil in a single cylinder four stroke VCR diesel engine was very satisfactory, particularly with 20 wt.% of pyrolysis plastic oil. Singh et al. [ 61 ] experimentally showed that the blend of plastic oil with diesel up to 50% can be easily utilized in conventional diesel engines.

5.2. Hydrogenation

Hydrogenation process takes place in the presence of three components: hydrogen, a catalyst, and an unsaturated compound. The transfer of hydrogen pairs to the unsaturated compound is facilitated via a heterogeneous catalyst which enables the reaction to occur at a lower temperature and pressure. For instance, hydrogenation converts alkenes to alkanes in plastic oil [ 67 ]. Due to the significant presence of unsaturated compounds in the plastic oils, some storage instability challenges may be experienced over time. Hydrogenation of pyrolysis oil occurring at temperatures above 700 °C, pressures around 70 bar, and in the presence of catalyst (such as ZSM-5) can alter unsaturated compounds into saturated and makes the oil more stable. A combination of hydrogenating and blending have been suggested to upgrade the plastic oil quality in order to meet the EN590 standard [ 67 ]. The fuel properties of plastic oil, diesel, and hydrogenated plastic oil along with the EN590 standard are compared in Table 8 .

Physicochemical properties of diesel, plastic oil and hydrogenated plastic oil [ 67 ].

PropertiesLower Limit Standards EN590Upper Limit Standards EN590DieselPlastic Pyrolysis OilHydrogenated Plastic Pyrolysis Oil
Density (kg/m )820840837771851
Pour Point (°C)--−15−30−20
Flash Point (°C)55-722065
Fire Point (°C)--823072
Calculated Cetane Index 46-526062
Kinematic Viscosity (mm /s)24.52.311.783.5
Gross Calorific Value (MJ/kg)--464545
Ash Content (wt.%)-0.10.010.010.01
Conradson Carbon Residue (wt.%)--0.180.10.1

5.3. Liquid-Liquid Extraction

The high aromatic content of plastic oils, particularly those obtained from pyrolysis of mixed plastics containing polystyrene, leads to a decrease in the engine performance and an increase in emissions due to a long ignition delay [ 68 ]. Generally, the low cetane number fuels, caused by high aromatic content, are not suitable for conventional diesel engines as they can cause unstable combustion. As such, the aromatic compounds can be separated and removed via solvent extraction prior to the utilization of plastic oil in diesel engines. Sulfolane as solvent was proven effective by Tsuji et al. [ 35 ] for the separation of aromatic compounds.

6. Carbon Nanotubes

Carbon nanotubes (CNTs) have gained recognition as very attractive materials due to their unique properties, including great electrical conductivity (100 times greater than copper), excellent mechanical strength (100 times greater than steel), high thermal conductivity, stable chemical properties, extremely high thermal stability, and an ideal one-dimensional (1D) structure with anisotropy [ 69 , 70 , 71 , 72 ]. Conventionally, methane, natural gas, acetylene, and benzene from nonrenewable resources have been utilized as a feedstock for CNTs production. Recently, the potential fabrication of CNTs from the pyrolysis of plastic waste has drawn researchers’ attentions, adding a significant value to the plastic wastes. The process of converting plastic waste into CNTs is composed of two successive stages ( Figure 3 ). In the first stage, the plastic waste is converted to the volatile vapor in the absence of oxygen and at a moderate temperature (approximately 550 °C). Then, the produced vapor is introduced into the second stage at a high pressure of 1 MPa and a temperature of 750 °C in the presence of Ni-based catalyst where it is converted into CNTs on the surface of the catalyst through the chemical vapor deposition mechanism. In this advanced process, CNT yields can reach up to 25 wt.% [ 73 ]. In the second stage, during pyrolysis at 750 °C, plastic waste vapors further decompose to the mixtures of their monomers (e.g., ethylene, propylene, and styrene). These light gases serve as carbon donors for CNTs formation. Moreover, the produced vapors from the first stage contain a significant amount of hydrogen, which plays an undeniable role in the formation of CNTs. Hydrogen moderates the rate of carbon deposition and prevents catalyst deactivation and poisoning by continuous surface cleansing of the catalyst surfaces [ 69 , 70 , 71 , 72 ]. A SEM image of CNT growth on Ni-based catalyst is shown in Figure 4 .

An external file that holds a picture, illustration, etc.
Object name is materials-14-02586-g003.jpg

Schematic diagram of two-stage pyrolysis reactor system (adapted from [ 73 ]).

An external file that holds a picture, illustration, etc.
Object name is materials-14-02586-g004.jpg

CNT growth on Ni-based catalyst (adapted from [ 73 ]).

7. Conclusions

The pyrolytic conversion of plastic waste into value added products and/or fuels is extensively reviewed in this paper. Plastic waste, which can be a source of detrimental problems to terrestrial and marine ecosystems, can be thermochemically converted into valuable products, such as gasoline, diesel, and wax. Fast pyrolysis leads to the production of waxy hydrocarbon mixtures, whereas slow pyrolysis typically produces more oil than wax. This is attributed to a difference in the vapor residence times, since longer residence times in slow pyrolysis allow for more cracking reactions breaking down the larger molecules into smaller and lighter fragments. The utilization of catalyst in plastic pyrolysis favors aromatic compounds in the liquid phase and gas production. Higher pyrolysis temperatures result in enhanced secondary cracking reactions, and, therefore, in a greater conversion of waxy compounds to oily and gaseous products. PE and PP produce pyrolysis oils with more aliphatic compounds, while PS generates higher aromatic hydrocarbons. In flash pyrolysis, conducted at 1000 °C and 250 ms of vapor residence time, up to approximately 70 wt.% of olefin monomers including 50 wt.% of ethylene can be recovered, making it a promising process for monomer recovery. The plastic oil can be blended with diesel and utilized as a fuel in conventional diesel engines. A two-stage process, including a pyrolysis unit followed by a fixed bed reactor with a nickel-based catalyst can be utilized to convert up to 25 wt.% of plastic waste into very valuable carbon nanotubes.

Acknowledgments

The authors are grateful to the Natural Sciences and Engineering Council of Canada and to the industry sponsors of the NSERC Industrial Research Chair in “Thermochemical Conversion of Biomass and Waste to Bioindustrial Resources” for the financial support for this project.

Author Contributions

S.P. contributed to the writing, data analysis, and organization of the literature review on slow, and fast pyrolysis. H.B. contributed to the literature review and data analysis/organization of CNTs and application of the section on pyrolysis plastic oil. F.B. supervised the overall project and contributed to developing and expanding the whole sections of this manuscript, particularly to the flash pyrolysis of plastic waste and plastic oil cracking. All authors have read and agreed to the published version of the manuscript.

This research was funded by the Natural Sciences and Engineering Research Council of Canada (NSERC) and the industry partners involved in the NSERC Industrial Research Chair program entitled “Thermochemical Conversion of Biomass and Waste to Bioindustrial Resources”.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Data availability statement, conflicts of interest.

The authors declare no conflict of interest.

Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Characterization of Biomass and Studies of Pyrolysis on Rice Husk in a Lab-Scale Pyrolyzer: A Step Toward Environmental and Energy Sustainability

  • First Online: 13 August 2024

Cite this chapter

pyrolysis process research paper

  • Pushpa Jha   ORCID: orcid.org/0000-0002-9263-7206 3  

Part of the book series: Sustainable Development Goals Series ((SDGS))

10 Accesses

“Biomass characterization” describes biomass in terms of the characteristics relevant to its intended use. Biomass appropriateness may depend on physical and chemical factors, availability, acquisition cost, and disposal. Carbon is the main constituent of any biomass. The biomass materials selected for the characterization were bagasse, bamboo dust, coconut coir, cotton stalk, Acacia nilotica branches, Lantana , pine needles, groundnut shell, rice husk, and sal seed husk. Standard methods were used for the analysis. The vital characteristics that must be established for determining suitable biomass for various thermochemical operations (pyrolysis, gasification, and combustion) include proximate analysis, ultimate analysis, calorific values, ash fusion temperatures, and devolatilization rate. The assessment concluded that rice husk was the most sustainable raw material for the investigation of pyrolysis, a thermochemical process. The effects of the size of rice husk particles, heating rate, and the maximum temperature attained by the residues on the pyrolysis process were studied. Redfern and Coats equation was used to estimate the activation energy of pyrolysis. Various applications of rice husk char are suggested, which align with the sustainable development goals (SDGs) 3, 6, 7, 8, 9, 11, 12, 14, and 15. The chapter also elucidates the life cycle assessment (LCA) technique used to evaluate the environmental impact of converting rice husk into pelletized char, used as a sustainable solid fuel.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save.

  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
  • Available as EPUB and PDF
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Bansal S, Singh H (2014) Utilization of rice husk ash in highways. IJERT 3(11):IJERTV3IS110967. https://doi.org/10.17577/IJERTV3IS110967

Article   Google Scholar  

Barbosa TR, Foletto EL, Dotto GL et al (2018) Preparation of mesoporous geopolymer using metakaolin and rice husk ash as synthesis precursors and its use as potential adsorbent to remove organic dye from aqueous solutions. Ceram Int 44(1):416–423. https://doi.org/10.1016/j.ceramint.2017.09.193

Article   CAS   Google Scholar  

Beagle E (1978) Rice husk conversion to energy. FAO, Agricultural Services Bulletin 31

Google Scholar  

Bhuvaneshwari S, Hettiarachchi H, Meegoda JN (2019) Crop residue burning in India: policy challenges and potential solutions. Int J Environ Res Public Health 16(2):1–19. https://doi.org/10.3390/ijerph16050832

Bridgewater AV (ed) (1984) The thermochemical processing in biomass. Butterworth-Heinemann, pp 201–216

Bridgewater AV, Peacocke GVC (2000) Fast pyrolysis processes for biomass. Renew Sust Energ Rev 4:1–73

Bridgwater AV (2012) Review of fast pyrolysis of biomass and product upgrading. Biomass Bioenergy 38:68–94. https://doi.org/10.1016/j.biombioe.2011.01.048

Butler E, Devlin G, Meier D et al (2011) A review of recent laboratory research and commercial developments in fast pyrolysis and upgrading. Renew Sust Energ Rev 15:4171–4186. https://doi.org/10.1016/j.rser.2011.07.035

Champagne P, Zhang L, Xu C (2010) Overview of recent advances in thermo-chemical conversion of biomass. J Energy Convers Manag 51:969–982

Coats AW, Redfern AW (1964) Kinetic parameters from thermogravimetric data. Nature 201:68–69

Dass B (2016) Characterisation of biomass/agro residues and application of selected biomass for sorption of phenol from aqueous solutions. Ph.D. A thesis submitted to SLIET University, Longowal, India

Dass B, Jha P (2015a) Biomass characterisation for various thermo-chemical applications. Int J Curr Eng Sci Res 2(2):59–63

Dass B, Jha P (2015b) Batch adsorption of phenol by improved activated Acacia nilotica branches char: equilibrium, kinetic and thermodynamic studies. Int J ChemTech Res 8(12):269–279

CAS   Google Scholar  

Demirbas A (2004) Combustion characteristics of different biomass fuels. Prog Energy Combust Sci 30:219–230. https://doi.org/10.1016/j.pecs.2003.10.004

Eickner HW (1962) Basic research on the pyrolysis and combustion of wood. Forest Prod J 12:194–199

Ganesh A (1990) Studies on characterisation of biomass for gasification, Ph.D. Dissertation, IIT Delhi

García R, Pizarro C, Lavín AG et al (2013) Biomass proximate analysis using thermogravimetry. Bioresour Technol 139:1–4

Grover PD, Rao TR, Sambi SS, et al (1989) Steam gasification of rice husk in rotary system for captive power and recovery of silica. In Proceedings of the 1st National Meet on recent advances in biomass gasification Technology, pp 29–33

Hall DO, Overland RP (eds) (1987) Biomass-regenerable energy. Wiley

Ilgin MA, Gupta SM (2010) Environmentally conscious manufacturing and product recovery (ECMPRO): a review of the state of the art. J Environ Manag 91(3):563–591. https://doi.org/10.1016/j.jenvman.2009.09.037

Iyer PVR, Rao TR, Grover PD (eds) (2002) Biomass: thermo-chemical characterization, 3rd edn. Published under MNES Sponsored Gasifier Action Research Project, Chemical engineering department, IIT Delhi, India

Jenkins BM, Baxter LL, Miles TR et al (1998) Combustion properties of biomass. Fuel Process Technol 54:17–46

Jha P (1996) Biomass characterization and the application of biomass char for sorption of phenol from aqueous solutions, Ph.D. thesis submitted to IIT, Delhi, India

Jha P (2009) Application of rice husk for phenol removal from coke oven effluents. In: Mishra PK, Mondal MK, Srivastava P (eds) Separation processes: emerging technologies for sustainable developments. Allied Publishers

Jha P (2010) Selection criteria of agro-residues for various thermo-chemical processes. J Biofuels 1(2):228–235

Jha P (2011) Rice husk as an adsorbent for phenol removal. Int J Sci Nat 2(3):593–596

Jha P, Dass B (2020) Analysis of biomasses for their thermochemical transformations to biofuels. Int J Energy Prod Manag 5(2):115–124

Jha P, Sontakke A (2018) Biodiesel production from waste cooking oil selecting a solid catalyst derived from activated coconut coir. Int J Energy Prod Manag 3(2):122–131

Jha P, Yadav P (2012) Briquetting of sawdust. Appl Mech Mater 110:1758–1761

Jha P, Kaur A, Rauthan A et al (2016) Application of agro-residues for removal of oil spill from sea surface. Int J Chem Sep Technol 2(1):5–10

Kalderis D, Koutoulakis D, Paraskeva P et al (2008) Adsorption of polluting substances on activated carbons prepared from rice husk and sugarcane bagasse. J Chem Eng 144:42–50. https://doi.org/10.1016/j.cej.2008.01.007

Klopffer W, Grahl B (2014) Life Cycle Assessment (LCA): a guide to best practice. Wiley-VCH Verlag GmbH & Co. KGaA, pp 1–2

Mahvi AH, Maleki A, Eslami A (2004) Potential of Rice husk and Rice husk ash for phenol removal in aqueous systems. American J Appl Sci 1:321–326

Maschio G, Koufopanos C, Lucchesi A (1992) Pyrolysis is a promising route for biomass utilization. Bioresour Technol 42:219–231

Munaf E, Zein R (1997) The use of rice husk for removal of toxic metals from waste water. Environ Technol 18(3):359–362. https://doi.org/10.1080/09593331808616549

Nguyen DT, Nguyen NT, Pham HNT et al (2020) Rice husk ash and its utilization in soil improvement: an overview. J Min Earth Sci 61(3):1–11

Ogunkunle CO, Varum M, Ogundele IG et al (2018) Citrus epicarp-derived biochar reduced Cd uptake and ameliorates oxidative stress in young Abelmoschus esculentus (L.) Moench (okra) under low Cd stress. Bull Environ Contam Toxicol 100(6):827–833

Shu Q, Zhang Q, Xu G et al (2009) Synthesis of biodiesel from cottonseed oil and methanol using a carbon-based solid acid catalyst. Fuel Process Technol 90(7):1002–1008

Zhang Y, Zheng R, Zhao J et al (2014) Characterization of H3PO2-treated rice husk adsorbent and adsorption of Cu(II) from aqueous solution. Biomed Res Int 2014. https://doi.org/10.1155/2014/496878

Download references

Acknowledgments

The author expresses her deep gratitude toward the technical staff of “The Biomass Conversion Laboratory” of IIT Delhi for carrying out various tests and experiments mentioned in this chapter. Heartfelt thanks are also expressed toward the administrators of SLIET, Longowal, for their support in preparing the chapter.

Conflict of Interests

The author declares no conflict of interest regarding the work presented in this chapter.

Author information

Authors and affiliations.

Department of Chemical Engineering, Sant Longowal Institute of Engineering & Technology, Longowal, Sangrur, Punjab, India

You can also search for this author in PubMed   Google Scholar

Corresponding author

Correspondence to Pushpa Jha .

Editor information

Editors and affiliations.

Environmental Engineering Department, Egypt-Japan University of Science and Technology (E-JUST), Alexandria, Egypt

Mahmoud Nasr

Department of Water and Water Structures Engineering, Faculty of Engineering, Zagazig University, Zagazig, Egypt

Abdelazim Negm

Rights and permissions

Reprints and permissions

Copyright information

© 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this chapter

Jha, P. (2024). Characterization of Biomass and Studies of Pyrolysis on Rice Husk in a Lab-Scale Pyrolyzer: A Step Toward Environmental and Energy Sustainability. In: Nasr, M., Negm, A. (eds) Solid Waste Management. Sustainable Development Goals Series. Springer, Cham. https://doi.org/10.1007/978-3-031-60684-7_5

Download citation

DOI : https://doi.org/10.1007/978-3-031-60684-7_5

Published : 13 August 2024

Publisher Name : Springer, Cham

Print ISBN : 978-3-031-60683-0

Online ISBN : 978-3-031-60684-7

eBook Packages : Earth and Environmental Science Earth and Environmental Science (R0)

Share this chapter

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

  • Publish with us

Policies and ethics

  • Find a journal
  • Track your research

pyrolysis process research paper

Maintenance work is planned from 21:00 BST on Sunday 18th August 2024 to 21:00 BST on Monday 19th August 2024, and on Thursday 29th August 2024 from 11:00 to 12:00 BST.

During this time the performance of our website may be affected - searches may run slowly, some pages may be temporarily unavailable, and you may be unable to log in or to access content. If this happens, please try refreshing your web browser or try waiting two to three minutes before trying again.

We apologise for any inconvenience this might cause and thank you for your patience.

pyrolysis process research paper

Green Chemistry

Opening pathways for the conversion of woody biomass into sustainable aviation fuel via catalytic fast pyrolysis and hydrotreating.

Meeting aggressive decarbonization targets set by the International Civil Aviation Organization (ICAO) will require the rapid development of technologies to produce sustainable aviation fuel (SAF). Catalytic fast pyrolysis (CFP) can support these efforts by opening pathways for the conversion of woody biomass into an upgraded biogenic oil that can be further processed to SAF and other fuels. However, the absence of end-to-end experimental data for the process leads to uncertainty in the yield, product quality, costs, and sustainability of the pathway. The research presented here serves to address these needs through a series of integrated experimental campaigns in which real biomass feedstocks are converted to a final SAF product using large bench-scale continuous reactor systems. For these campaigns, the degree of catalytic upgrading during CFP was varied to produce CFP-oils with oxygen contents of 17 and 20 wt% on a dry basis. The CFP-oils were then hydrotreated and distilled into gasoline, diesel, and SAF fractions. Detailed yield and compositional data were obtained for each step of the process to inform technoeconomic and lifecycle analyses, and the fuel properties of the SAF fraction were evaluated to provide first-of-its-kind insight into the quality of the final product. This research reveals opportunities to optimize process carbon efficiency by tuning the degree of catalytic upgrading during the CFP step and highlights routes to produce a high-quality cycloalkane-rich SAF with 85-92% reduction in greenhouse gas emissions compared to fossil-based pathways.

Supplementary files

  • Supplementary information PDF (282K)

Article information

pyrolysis process research paper

Download Citation

Permissions.

pyrolysis process research paper

M. B. Griffin, K. Iisa, A. Dutta, X. Chen, C. Wrasman, C. Mukarakate, M. M. Yung, M. R. Nimlos, L. Tuxworth, X. Baucherel, S. M. Rowland and S. E. Habas, Green Chem. , 2024, Accepted Manuscript , DOI: 10.1039/D4GC03333G

This article is licensed under a Creative Commons Attribution 3.0 Unported Licence . You can use material from this article in other publications without requesting further permissions from the RSC, provided that the correct acknowledgement is given.

Read more about how to correctly acknowledge RSC content .

Social activity

Search articles by author.

This article has not yet been cited.

Advertisements

Photos of a hardboard sample before and after controlled atmosphere pyrolysis apparatus exposure

Journal Article Presents a Novel Approach to Measuring Thermal Conductivity of Materials for Pyrolysis Modeling

Fire safety engineers leverage fire models to predict the burning behavior of materials, which helps them design safer buildings and improve firefighting strategies. Accurate model predictions require an understanding of the thermal decomposition mechanism and a corresponding set of material properties, which may be measured using bench-scale tests. Of the required properties, the thermal conductivity of thermally reactive materials (e.g., wood and plastics) is notoriously difficult to measure at elevated temperatures using existing methodologies.  

A new peer-reviewed journal article from the Fire Safety Research Institute (FSRI), part of UL Research Institutes, was recently published in Fire and Materials to address this issue. This article presents and evaluates a method for measuring the thermal conductivity of thermally reactive materials in a manner that is compatible with contemporary pyrolysis models. The paper was authored by FSRI research engineers Matthew DiDomizio, Mark McKinnon, and Grayson Bellamy as part of the Thermal Decomposition of Materials research project. 

Measuring the thermal conductivity of thermally reactive materials

As a material is heated in an inert atmosphere, such as the conditions generated between a diffusion flame and a burning material in an open burning configuration, it will thermally decompose from its original species to a residual species (e.g., char). Intermediate species may also be produced during this process. In a contemporary pyrolysis model, the thermal conductivity must be defined for each distinct species. Thus, characterizing the thermal conductivity is essential for understanding the physics of decomposition. 

In light of this modeling paradigm, FSRI researchers developed a methodology for isolating and measuring the thermal conductivity of each distinct species. This involved a series of bench-scale tests, including:  

  • thermogravimetric analysis to derive a reaction mechanism, identify distinct species of the decomposed material, and assess the thermal stability of those species;
  • differential scanning calorimetry to derive heats of reaction and specific heat capacities;
  • the production of gram-scale samples of each species using a controlled-atmosphere pyrolysis chamber; and
  • laser flash analysis on gram-scale samples to measure the thermal conductivity of each species. 

The researchers selected eucalyptus hardboard, colloquially known as “masonite board” in some locales, to evaluate the effectiveness of this methodology. Using this method, the researchers successfully gathered all the necessary information about the material to accurately model how it burns. 

Evaluation of the measured material properties with a pyrolysis experiment and simulation

Next, researchers conducted experiments in which the mass and temperature of hardboard samples were measured as they were exposed to heat representative of a fire. They also developed a pyrolysis model of that experiment using the previously measured material properties. It was shown that the mass loss rate and temperature rise predicted with the model matched well with measurements in the experiments. These results demonstrated the suitability of the material properties, the pyrolysis model, and the overall utility of this approach. 

“We have demonstrated the value of a novel approach for measuring the thermal conductivity of materials in a way that aligns with an accompanying thermal decomposition process, ensuring that the measured data are compatible with contemporary pyrolysis models.” —Matt DiDomizio, research engineer, FSRI

By demonstrating the utility of this methodology, this study sets the foundation for measuring thermal conductivity of materials in future pyrolysis research. 

About Fire and Materials : 

Fire and Materials is the leading journal at the interface of fire safety and materials science. The publication covers all aspects of the fire properties of materials and their applications, including polymers, metals, ceramics, and natural products such as wood and cellulosics. Papers on all areas of fire safety science and engineering are welcomed, including those on passive and active fire prevention, modeling, fire retardant chemicals, human behaviour and wildland and large fires.

Materials and Products Database at FSRI

Material and Products Database

Access FSRI's repository of materials and products properties and fire test data.

Graphic illustration showing Conducting an Uncertainty Analysis of Pyrolysis Models

Conducting an Uncertainty Analysis of Pyrolysis Models

Discover how to understand uncertainty in data and how that uncertainty impacts model predictions. 

  • Social Media Hub
  • Apply for a Job

COMMENTS

  1. A comprehensive review of the pyrolysis process: from carbon

    It is evident that pyrolysis is a very versatile process, which is used in wide range of applications directly or indirectly. Unfortunately, this versatility is also responsible for the fact that this process is often studied only in the context of one specific research field [18, 36-41]. Different scientific communities may even use ...

  2. Pyrolysis technology for plastic waste recycling: A state-of-the-art

    A fluidized bed reactor enables a pyrolysis process to be continuous, at high heating rates, and relatively short residence times, which have been widely applied in plastic pyrolysis [16, 70, 71]. Jung et al. [70] developed a lab scale fluidized bed reactor to pursue the high yield of aromatics at high pyrolysis temperatures (650-750 °C).

  3. Catalytic pyrolysis as a platform technology for supporting the

    Catalytic pyrolysis is a promising process for the valorization of biomass and plastic waste, although several aspects related to its practical utilization remain unexplored. This Perspective ...

  4. Production of an Alternative Fuel by Pyrolysis of Plastic Wastes

    This paper tries to obtain an alternative liquid fuel from plastic waste from the fraction not collected selectively, through a pyrolysis process. The fuels obtained from three plastic wastes, polyethylene (PE), polypropylene (PP), and polystyrene (PS), and from binary mixtures (PE-PP and PE-PS) and a tertiary mixture (PE-PP-PS) were characterized. These plastic wastes are the most ...

  5. An Overview of Pyrolysis as Waste Treatment to Produce Eco-Energy

    Jung et al. [ 78 ], in the pyrolysis of rice straw and bamboo, also assessed the possibility of using waste charcoal as an energy source, thus making the process more sustainable as a waste treatment method. In the same research, some bio-oil compounds were highlighted, namely, phenolics, ketones, and aldehydes.

  6. Pyrolysis of Waste Biomass: Technical and Process Achievements, and

    Pyrolysis has been applied in the human economy for many years, and it has become a significant alternative to the production of chemical compounds, including biofuels. The article focuses mostly on recent achievements in the technical and processing aspects of pyrolysis. The aim of the review is to present the latest research on the process of waste biomass pyrolysis to fuel production.

  7. Recent Research Advancements in Catalytic Pyrolysis of Plastic Waste

    The disposal of plastic waste is currently one of the major global issues affecting environmental balance and mankind. It is therefore crucial to turn waste plastic into value-added products. Thermochemical recycling techniques have been researched extensively to generate fuels, monomers, and other value-added products. It has been determined that pyrolysis is an effective method for chemical ...

  8. Frontiers

    Pyrolysis is the thermal degradation of plastic waste at different temperatures (300-900°C), in the absence of oxygen, to produced liquid oil ( Rehan et al., 2017 ). Different kinds of catalysts are used to improve the pyrolysis process of plastic waste overall and to enhance process efficiency.

  9. Research paper Production of liquid fuel from plastic waste using

    The objective of this paper is to optimise the liquid product of pyrolysis from as much as 500 g of polypropylene (PP) plastic waste, using a fixed bed type reactor in a vacuum condition (−3 mm H 2 O), to minimise the oxygen entering the reactor. The vapour flows through the 4-tray distillation bubble cap plate column for fractionation by utilising heat from the reactor.

  10. Pyrolysis for plastic waste management: An engineering perspective

    In this paper, the term plastic-derived oil (PDO) has been used as an umbrella term to denote the liquid fraction of the pyrolysis process. In practice, PDO can contain light oil (gasoline range: C 5 to C 11), heavy oil (diesel range: C 12 to C 20), and wax (>C 20) [10]. It is important to note that carbon number does not account for ...

  11. Recent Advances on Waste Plastic Thermal Pyrolysis: A Critical Overview

    This pyrolysis process is referred to as thermal or combustion (heat) recycling of waste plastics. Generally, the heat is scarcely regained in combustion processes. ... The review has performed an extensive and detailed literature survey on WPTP, simplifying a bulk of research work into one paper, which can serve as a reference source for ...

  12. Pyrolytic Conversion of Plastic Waste to Value-Added Products and Fuels

    2. Plastic Waste Properties. To achieve a very good heat/mass transfer during the pyrolysis process, plastic wastes are typically crushed, shredded and sieved to obtain small size flakes, i.e., less than 2 mm. Proximate and ultimate analysis of different plastic wastes are presented in Table 1 and Table 2.A high volatile matter content (above 90 wt.%) along with a high carbon and hydrogen ...

  13. (PDF) A REVIEW ON PLASTIC PYROLYSIS

    Plastic pyrolysis is a process of breaking do wn plastic waste into simpler molecul es by heating the. material in the absence of oxygen. The proc ess results in the conversion of plastic into a ...

  14. (PDF) A comprehensive review of the pyrolysis process: from carbon

    Thermally induced chemical decomposition of organic materials in the absence of oxygen is defined as pyrolysis. This process has four major application areas: (i) production of carbon materials ...

  15. Yield and Energy Modeling for Biochar and Bio-Oil Using Pyrolysis

    Pyrolysis offers a sustainable and efficient approach to resource utilization and waste management, transforming organic materials into valuable products. The quality and distribution of the pyrolysis products highly depend on the constituents' properties and set process parameters. This research aims to investigate and model this dependency, offering decision-makers a tool to guide them ...

  16. PYROLYSIS OF PLASTIC WASTE INTO FUEL AND OTHER PRODUCTS

    Engineering and Technology, Botswana International University of Science and. Technology, Plot 10071, Boseja Ward, Private Bag 16 Palapye, Botswana. [email protected] Tel: 0026777895286. SUMMAR Y ...

  17. Biomass pyrolysis: A review of the process development and challenges

    Download: Download high-res image (166KB) Download: Download full-size image Pyrolysis is a promising process to convert the biomass into bio-oil. This study reviewed the progress in pyrolysis in terms of the reaction, process, pyrolysers, main parameters and the status of commercialisation of pyrolysis.

  18. A Review of Recent Advances in Biomass Pyrolysis

    Pyrolysis has created many (and will open more) possibilities for high-value utilization of biomass. To obtain the optimal amount of desired pyrolysis products, especially high-quality bio-oil, a great deal of effort has been conducted in both academia in the past few decades, to clarify fundamental mechanisms of biomass pyrolysis and design efficient relevant technical processes. This paper ...

  19. Characterization of Biomass and Studies of Pyrolysis on Rice ...

    The thermogram indicates that the pyrolysis rate of rice husk is maximum in the temperature range of 230-430 °C. The pyrolysis process comes to an end beyond 600 °C. Likewise, TGA of all other biomass was obtained, and the data were used to evaluate the activation energies of the pyrolysis process of various biomass (as explained in Sect. 7.2).

  20. Pyrolysis of Waste Paper: Characterization and Composition of Pyrolysis

    This article presents the results of an experimental study of waste paper pyrolysis in tubular furnace pyrolysis equipment. Pyrolysis of waste paper has been conducted in different pyrolysis temperatures and heating rates to investigate the product distribution and yields of pyrolysis products. The pyrolysis oil was characterized by elemental ...

  21. Pyrolysis: A Sustainable Way to Generate Energy from Waste

    In the garret process, solid. waste (Biomass) is allowed to mix with hot char and hot recycle gas in a specially designed. chamber. This is then followed by pyrolysis at high temperature, usually ...

  22. Opening pathways for the conversion of woody biomass into sustainable

    Catalytic fast pyrolysis (CFP) can support these efforts by opening pathways for the conversion of woody biomass into an upgraded biogenic oil that can be further processed to SAF and other fuels. However, the absence of end-to-end experimental data for the process leads to uncertainty in the yield, product quality, costs, and sustainability of ...

  23. Review of research and development on pyrolysis process

    But they can be converted into useful products like heat, power, oil, gas, and biochar using Pyrolysis process. Many research works have been carried out to convert the harmful materials into useful by products. In this paper, pyrolyser used by various researchers are reviewed under the topics the various raw materials, temperature obtained and ...

  24. Is this ancient process the future of plastics recycling?

    The process could look competitive with petrochemically derived, but it's not per se a slam dunk to produce again those chemicals through pyrolysis, as opposed to virgin oil. There are a lot of ...

  25. (PDF) Introductory Chapter: Pyrolysis

    1. Introduction. Pyrolysis, or thermolysis, is in essence an irrev ersible thermochemical trea tment. process of complex solid or fluid chemical substance s at elevated t emperatures in. an inert ...

  26. Review of research and development on pyrolysis process

    Power are some of the by-products produced byusing Pyrolysis process. Many research works are being carried out to convert waste raw materials into useful by products by pyrolysis process. They are given below. Conclusion. In this paper, the various research work done on Pyrolyser are reviewed. The salient points are given below. •

  27. Discover a new approach for measuring thermal conductivity of materials

    This article presents and evaluates a method for measuring the thermal conductivity of thermally reactive materials in a manner that is compatible with contemporary pyrolysis models. The paper was authored by FSRI research engineers Matthew DiDomizio, Mark McKinnon, and Grayson Bellamy as part of the Thermal Decomposition of Materials research ...

  28. Effective waste management through Co-pyrolysis of EFB and tire waste

    Pyrolysis has been widely reported as a feasible and effective waste management and valorisation method. The research progress is driven by the concept of converting waste to product, which involves using an external heat source to convert waste into solid (biochar), liquid (bio-oil), and gas (bio-syngas) products (Mong et al., 2022a). Biomass ...