1. Investigating waste plastic pyrolysis kinetic parameters by genetic algorithm coupled with thermogravimetric analysis
- Author
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Ruming Pan, João Vitor Ferreira Duque, Gérald Debenest, Centre National de la Recherche Scientifique - CNRS (FRANCE), Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE), Université Toulouse III - Paul Sabatier - UT3 (FRANCE), Instituto Federal do Espírito Santo - IFES (BRAZIL), Universidade Federal do Espírito Santo - UFES (BRAZIL), Institut de mécanique des fluides de Toulouse (IMFT), Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées, Universidade Federal do Espirito Santo (UFES), and Federal Institute of Education, Science and Technology of Espírito Santo (IFES)
- Subjects
0106 biological sciences ,Optimization ,Thermogravimetric analysis ,Environmental Engineering ,Materials science ,020209 energy ,Mécanique des fluides ,02 engineering and technology ,Activation energy ,Kinetic energy ,7. Clean energy ,01 natural sciences ,chemistry.chemical_compound ,010608 biotechnology ,Genetic algorithm ,0202 electrical engineering, electronic engineering, information engineering ,Waste polyethylene ,Waste Management and Disposal ,Renewable Energy, Sustainability and the Environment ,[SDE.IE]Environmental Sciences/Environmental Engineering ,Thermal pyrolysis ,Liquid fuel production ,Polyethylene ,[CHIM.THEO]Chemical Sciences/Theoretical and/or physical chemistry ,Petrochemical ,[CHIM.POLY]Chemical Sciences/Polymers ,chemistry ,Chemical engineering ,13. Climate action ,Operating conditions ,Scientific method ,Pyrolysis - Abstract
International audience; Pyrolysis of waste plastic (WP) is a promising method to solve the plastic pollution issue. WP is mainly composed of polyethylene (PE). Moreover, the products of waste polyethylene (WPE) pyrolysis could serve as high quality fuels and the feedstocks of petrochemicals. Therefore, it is essential to investigate the WPE and WP pyrolysis process. This study evaluates pure PE, WPE and WP pyrolysis kinetic parameters by the use of genetic algorithm (GA) and isoconversional methods coupled with thermogravimetric analysis (TGA), respectively. Additionally, three representative reaction models, i.e. reaction-order, extended Prout–Tompkins and Sestak–Berggren models, are investigated for obtaining the most suitable model, which could describe the PE, WPE and WP pyrolysis process more accurately. Consequently, the reaction-order model turns out to be the optimal method for appropriately describing PE, WPE and WP pyrolysis processes. Hence, the pyrolysis parameters optimized by GA are proven to be accurate and reliable, in comparison of calculated values of activation energy by isoconversional methods and experimental data. Moreover, it might be applicable of GA coupled with TGA with reaction-order model to the future industrial WPE and WP pyrolysis circumstances that have variable heating rates
- Published
- 2021
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