Optimisation of Process Parameters to Maximise the Oil Yield from Pyrolysis of Mixed Waste Plastics
Open accessAbstract
The study sought to optimise process parameters of thermal pyrolysis of mixed waste plastic (MWP) to maximise pyrolytic oil yield. High-density polyethylene (HDPE), polypropylene (PP), and polystyrene (PS) were used as feedstocks for pyrolysis. Response surface methodology (RSM) and Box–Behnken design (BBD) were used to optimise the pyrolysis process. The optimisation was carried out by varying three independent variables, namely, reaction temperature (460–540 °C), residence time (30–150 min), and size of MWP feedstock (5–45 mm), to increase the liquid oil yield. A BBD matrix was used to generate the design of the experiments, and 15 experiments were conducted. The highest liquid oil yield of 75.14 wt% was obtained by optimising the operating parameters, which were a reaction temperature of 535.96 °C, a reaction time of 150 min, and a feedstock particle size of 23.99 mm. A model was developed to determine the relationships among the independent variables, and analysis of variance (ANOVA) was used to investigate their impact on maximising oil yield. ANOVA results showed that the temperature and residence time had the maximum impact on oil yield, followed by feedstock size. Physicochemical analysis of the properties of the plastic pyrolytic oil (PPO) revealed that the crude PPO obtained from the MWP had higher water (0.125 wt%) and sulfur content (5.12 mg/kg) and lower flash point (<20 °C) and cetane index (32), which makes it unsuitable for use as an automobile fuel. However, these issues can be resolved by upgrading the PPO using different posttreatment techniques, such as distillation and hydrotreatment.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Liquid oil yields from mixed waste plastic pyrolysis can be approximately 48-75 wt.%, heavily influenced by feedstock composition, process temperature, residence time, reactor design, catalysts, and pre-treatment such as sorting to remove PVC and PET.
“Typical product yield ranges from mixed waste plastic pyrolysis can vary significantly; for instance, liquid oil yields can be approximately 48-75 wt.%, and these are heavily influenced by feedstock composition (with polyolefins favoring higher oil yields), process temperature, residence time, reactor design, and the application of catalysts, as well as pre-treatment methods like sorting to remove”
From Biofuels, E-Fuels, and Waste-Derived Fuels: Advances, Challenges, and Future Directions (2025) · cites this paper as [330]
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 56 · Cited by 30
Research works printed but not linked: 10
- Gourmelon, G. Global plastic production rises, recycling lags. Vital Signs 2015, 22, 91-95.
- Eriksen, M.; Lebreton, L.C.; Carson, H.S.; Thiel, M.; Moore, C.J.; Borerro, J.C.; Galgani, F.; Ryan, P.G.; Reisser, J. Plastic pollution in the world's oceans: More than 5 trillion plastic pieces weighing over 250,000 tons afloat at sea. PLoS ONE 2014, 9, e111913. [CrossRef] · DOI · Paper page
- Thorat, P.; Warulkara, S.; Sathonea, H. Pyrolysis of waste plastic to produce Liquid Hydroocarbons. Adv. Polym. Sci. Technol. Int. J. 2013, 3, 14-18.
- Sembiring, F.; Purnomo, C.W.; Purwono, S. Catalytic Pyrolysis of Waste Plastic Mixture. In IOP Conference Series: Materials Science and Engineering; IOP Publishing: Bristol, UK, 2018; p. 012020.
- Prabir, B. Biomass Gasification and Pyrolysis: Practical Design and Theory; Elsevier Inc.: Amsterdam, The Netherlands, 2010.
- Williams, P.T. Yield and composition of gases and oils/waxes from the feedstock recycling of waste plastic. In Feedstock Recycling and Pyrolysis of Waste Plastics: Converting Waste Plastics into Diesel and Other Fuels; Wiley: Hoboken, NJ, USA, 2006; pp. 285-313.
- Cornell, J. How to Apply Response Surface Methodology; ASQC: Milwaukee, WI, USA, 1990; Volume 8, p. 3.
- Kuehl, R.O. Designs of Experiments: Statistical Principles of Research Design and Analysis; Duxbury Press: New York, NY, USA, 2000.
- Khatha, W.; Ekarong, S.; Somkiat, M.; Jiraphon, S. Fuel Properties, Performance and Emission of Alternative Fuel from Pyrolysis of Waste Plastics. In IOP Conference Series: Materials Science and Engineering; IOP Publishing: Bristol, UK, 2020; p. 012001.
- Bakhtyari, A.; Makarem, M.; Rahimpour, M. Light olefins/bio-gasoline production from biomass. In Bioenergy Systems for the Future; Elsevier: Amsterdam, The Netherlands, 2017; pp. 87-148.
- Authors
- Faisal, F., Rasul, M. G., Chowdhury, A. A., & Jahirul, M. I.
- Affiliations
- Central Queensland University (AU)
- Fuel and Energy Research Group, School of Engineering and Technology, Central Queensland University, Rockhampton, QLD 4702, Australia
- Corresponding author
- Chowdhury, Ashfaque Ahmed
- Venue
- Sustainability
- Publisher
- MDPI AG
- Published
- 2024-03-22
- Volume
- 16
- Issue
- 7
- Pages
- 2619
- ISSN
- 2071-1050 (ISSN-L)
- OpenAlex
- W4393068958
- Cited by
- 30
- References
- 56
- Citations by year
- 2026: 18 · 2025: 11 · 2024: 1
- FWCI
- 3.28
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Sustainability (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- CRC-P project (CRCPEIGHT000194, RSH/6017)
- Advanced Queensland Industry Research Fellowship project (CRCPEIGHT000194, RSH/6017)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Thermochemical Biomass Conversion Processes
- Physical Sciences › Materials Science › Materials Chemistry › Thermal and Kinetic Analysis
- Physical Sciences › Environmental Science › Waste Management and Disposal › Municipal Solid Waste Management
- Keywords
- plastic waste pyrolysis, high-density polyethylene, polypropylene, polystyrene, reaction temperature, residence time, feedstock particle size, process parameter optimization, oil upgrading, hydrotreating, distillation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review