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Ab Initio Thermochemistry of Highly Flexible Molecules for Thermal Decomposition Analysis
[Image: see text] Pyrolysis is a promising technology for chemical recycling of waste plastics, since it enables the generation of high-value chemicals with low capital and operating cost. The calculation of thermodynamic equilibrium composition using the Gibbs free energy minimization approach can...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10308812/ https://www.ncbi.nlm.nih.gov/pubmed/37310272 http://dx.doi.org/10.1021/acs.jctc.3c00265 |
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author | Kwon, Hyunguk Mpourmpakis, Giannis |
author_facet | Kwon, Hyunguk Mpourmpakis, Giannis |
author_sort | Kwon, Hyunguk |
collection | PubMed |
description | [Image: see text] Pyrolysis is a promising technology for chemical recycling of waste plastics, since it enables the generation of high-value chemicals with low capital and operating cost. The calculation of thermodynamic equilibrium composition using the Gibbs free energy minimization approach can determine pyrolysis operating conditions that produce desired products. However, the availability of thermochemical data can limit the application of equilibrium calculations. While density functional theory (DFT) calculations have been commonly used to produce accurate thermochemical data (e.g., enthalpies of formation) of small molecules, the accuracy and computational cost of these calculations are both challenging to handle for large, flexible molecules, exhibiting multiple conformations at elevated (i.e., pyrolysis) temperatures. In this work, we develop a computational framework to calculate accurate, temperature-dependent thermochemistry of large and flexible molecules by combining force field based conformational search, DFT calculations, thermochemical corrections, and Boltzmann statistics. Our framework produces accurately calculated thermochemistry that is used to predict equilibrium thermal decomposition profiles of octadecane, a model compound of polyethylene. Our thermochemistry results are compared against literature data demonstrating a great agreement, and the predicted decomposition profiles rationalize a series of pyrolysis experimental observations. Our work systematically addresses entropic contributions of large molecules and suggests paths for accurate and yet computationally feasible calculations of Gibbs free energies. The first-principles-based thermodynamic equilibrium analysis proposed in this work can be a significant step toward predicting temperature-dependent product distributions from plastic pyrolysis and guide experimentation on chemical plastic recycling. |
format | Online Article Text |
id | pubmed-10308812 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-103088122023-06-30 Ab Initio Thermochemistry of Highly Flexible Molecules for Thermal Decomposition Analysis Kwon, Hyunguk Mpourmpakis, Giannis J Chem Theory Comput [Image: see text] Pyrolysis is a promising technology for chemical recycling of waste plastics, since it enables the generation of high-value chemicals with low capital and operating cost. The calculation of thermodynamic equilibrium composition using the Gibbs free energy minimization approach can determine pyrolysis operating conditions that produce desired products. However, the availability of thermochemical data can limit the application of equilibrium calculations. While density functional theory (DFT) calculations have been commonly used to produce accurate thermochemical data (e.g., enthalpies of formation) of small molecules, the accuracy and computational cost of these calculations are both challenging to handle for large, flexible molecules, exhibiting multiple conformations at elevated (i.e., pyrolysis) temperatures. In this work, we develop a computational framework to calculate accurate, temperature-dependent thermochemistry of large and flexible molecules by combining force field based conformational search, DFT calculations, thermochemical corrections, and Boltzmann statistics. Our framework produces accurately calculated thermochemistry that is used to predict equilibrium thermal decomposition profiles of octadecane, a model compound of polyethylene. Our thermochemistry results are compared against literature data demonstrating a great agreement, and the predicted decomposition profiles rationalize a series of pyrolysis experimental observations. Our work systematically addresses entropic contributions of large molecules and suggests paths for accurate and yet computationally feasible calculations of Gibbs free energies. The first-principles-based thermodynamic equilibrium analysis proposed in this work can be a significant step toward predicting temperature-dependent product distributions from plastic pyrolysis and guide experimentation on chemical plastic recycling. American Chemical Society 2023-06-13 /pmc/articles/PMC10308812/ /pubmed/37310272 http://dx.doi.org/10.1021/acs.jctc.3c00265 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Kwon, Hyunguk Mpourmpakis, Giannis Ab Initio Thermochemistry of Highly Flexible Molecules for Thermal Decomposition Analysis |
title | Ab Initio Thermochemistry of Highly
Flexible Molecules for Thermal Decomposition Analysis |
title_full | Ab Initio Thermochemistry of Highly
Flexible Molecules for Thermal Decomposition Analysis |
title_fullStr | Ab Initio Thermochemistry of Highly
Flexible Molecules for Thermal Decomposition Analysis |
title_full_unstemmed | Ab Initio Thermochemistry of Highly
Flexible Molecules for Thermal Decomposition Analysis |
title_short | Ab Initio Thermochemistry of Highly
Flexible Molecules for Thermal Decomposition Analysis |
title_sort | ab initio thermochemistry of highly
flexible molecules for thermal decomposition analysis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10308812/ https://www.ncbi.nlm.nih.gov/pubmed/37310272 http://dx.doi.org/10.1021/acs.jctc.3c00265 |
work_keys_str_mv | AT kwonhyunguk abinitiothermochemistryofhighlyflexiblemoleculesforthermaldecompositionanalysis AT mpourmpakisgiannis abinitiothermochemistryofhighlyflexiblemoleculesforthermaldecompositionanalysis |