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Toba-CPD: An Extended Chemical Percolation Devolatilization Model for Tobacco Pyrolysis
[Image: see text] Tobacco features chemical compositions different from that of raw lignocellulosic biomass. Currently, the performance of network models, like Bio-Chemical Percolation Devolatilization (Bio-CPD), on tobacco pyrolysis is unclear, and only global kinetics have been proposed for tobacc...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9583314/ https://www.ncbi.nlm.nih.gov/pubmed/36278092 http://dx.doi.org/10.1021/acsomega.2c05098 |
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author | Wei, Hao Peng, Yuhan Huang, Hua Fan, Jianqi Xing, Jiangkuan Luo, Kun Fan, Jianren Dai, Lu |
author_facet | Wei, Hao Peng, Yuhan Huang, Hua Fan, Jianqi Xing, Jiangkuan Luo, Kun Fan, Jianren Dai, Lu |
author_sort | Wei, Hao |
collection | PubMed |
description | [Image: see text] Tobacco features chemical compositions different from that of raw lignocellulosic biomass. Currently, the performance of network models, like Bio-Chemical Percolation Devolatilization (Bio-CPD), on tobacco pyrolysis is unclear, and only global kinetics have been proposed for tobacco devolatilization, which does not have the versatility for a wide range of heating conditions and tobacco types. To address this issue, the present work first assessed the performance of the Bio-CPD model on tobacco pyrolysis through an a priori study, which showed large deviations. Afterward, an extended Chemical Percolation Devolatilization model for tobacco pyrolysis (Toba-CPD) was developed by modifying the kinetic parameters using a grid-search optimization strategy. The process of grid-search optimization strategy is based on the kinetic parameters of the Bio-CPD model and modified with experimental results of 11 tobacco types under a wide range of heating rates. Finally, the performance of Toba-CPD was measured with experimental results which were not used during parameters optimization. Results demonstrated that the Toba-CPD models could well reproduce the pyrolysis of various tobacco types under a wide range of heating rates (R(2) > 0.957). |
format | Online Article Text |
id | pubmed-9583314 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-95833142022-10-21 Toba-CPD: An Extended Chemical Percolation Devolatilization Model for Tobacco Pyrolysis Wei, Hao Peng, Yuhan Huang, Hua Fan, Jianqi Xing, Jiangkuan Luo, Kun Fan, Jianren Dai, Lu ACS Omega [Image: see text] Tobacco features chemical compositions different from that of raw lignocellulosic biomass. Currently, the performance of network models, like Bio-Chemical Percolation Devolatilization (Bio-CPD), on tobacco pyrolysis is unclear, and only global kinetics have been proposed for tobacco devolatilization, which does not have the versatility for a wide range of heating conditions and tobacco types. To address this issue, the present work first assessed the performance of the Bio-CPD model on tobacco pyrolysis through an a priori study, which showed large deviations. Afterward, an extended Chemical Percolation Devolatilization model for tobacco pyrolysis (Toba-CPD) was developed by modifying the kinetic parameters using a grid-search optimization strategy. The process of grid-search optimization strategy is based on the kinetic parameters of the Bio-CPD model and modified with experimental results of 11 tobacco types under a wide range of heating rates. Finally, the performance of Toba-CPD was measured with experimental results which were not used during parameters optimization. Results demonstrated that the Toba-CPD models could well reproduce the pyrolysis of various tobacco types under a wide range of heating rates (R(2) > 0.957). American Chemical Society 2022-10-05 /pmc/articles/PMC9583314/ /pubmed/36278092 http://dx.doi.org/10.1021/acsomega.2c05098 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Wei, Hao Peng, Yuhan Huang, Hua Fan, Jianqi Xing, Jiangkuan Luo, Kun Fan, Jianren Dai, Lu Toba-CPD: An Extended Chemical Percolation Devolatilization Model for Tobacco Pyrolysis |
title | Toba-CPD: An Extended
Chemical Percolation Devolatilization
Model for Tobacco Pyrolysis |
title_full | Toba-CPD: An Extended
Chemical Percolation Devolatilization
Model for Tobacco Pyrolysis |
title_fullStr | Toba-CPD: An Extended
Chemical Percolation Devolatilization
Model for Tobacco Pyrolysis |
title_full_unstemmed | Toba-CPD: An Extended
Chemical Percolation Devolatilization
Model for Tobacco Pyrolysis |
title_short | Toba-CPD: An Extended
Chemical Percolation Devolatilization
Model for Tobacco Pyrolysis |
title_sort | toba-cpd: an extended
chemical percolation devolatilization
model for tobacco pyrolysis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9583314/ https://www.ncbi.nlm.nih.gov/pubmed/36278092 http://dx.doi.org/10.1021/acsomega.2c05098 |
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