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Optimization of EB/SM Distillation Processes Based on Divided Wall Columns in a PO/SM Process with a Chaos Differential Evolution Algorithm
[Image: see text] As an important chemical raw material, styrene has a high price because of its high energy consumption for separation. This article focuses on the styrene separation unit in a practical propylene oxide/styrene monomer process, and divided wall columns (DWC) are used for process opt...
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/PMC8851639/ https://www.ncbi.nlm.nih.gov/pubmed/35187362 http://dx.doi.org/10.1021/acsomega.1c06812 |
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author | Liu, Zhongqi. Zhao, Xinyu. Zhang, Junkai. Du, Zengzhi. Wang, Jianhong. |
author_facet | Liu, Zhongqi. Zhao, Xinyu. Zhang, Junkai. Du, Zengzhi. Wang, Jianhong. |
author_sort | Liu, Zhongqi. |
collection | PubMed |
description | [Image: see text] As an important chemical raw material, styrene has a high price because of its high energy consumption for separation. This article focuses on the styrene separation unit in a practical propylene oxide/styrene monomer process, and divided wall columns (DWC) are used for process optimization. Four DWC models are evaluated in terms of both economics based on the minimum total annual cost (TAC) and operability based on degrees of freedom. Differential evolutionary (DE) algorithms are used to optimize the parameters for each case study. In the process of finding the minimum TAC, the traditional DE often falls into local solutions and has low efficiency. In order to solve this problem, we propose chaotic sequences in DE algorithms to generate variables with ergodicity, which improves the optimization efficiency. Compared with the conventional process, Wright’s fully thermally coupled DWC (FTC) and Agrawal’s liquid-only transfer DWC (ALT) can save 21.36 and 10.14% TAC, respectively, but ALT has 2 more degrees of freedom than FTC. The FTC has the best economic efficiency, while the ALT strikes a balance between operability and economics. |
format | Online Article Text |
id | pubmed-8851639 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-88516392022-02-18 Optimization of EB/SM Distillation Processes Based on Divided Wall Columns in a PO/SM Process with a Chaos Differential Evolution Algorithm Liu, Zhongqi. Zhao, Xinyu. Zhang, Junkai. Du, Zengzhi. Wang, Jianhong. ACS Omega [Image: see text] As an important chemical raw material, styrene has a high price because of its high energy consumption for separation. This article focuses on the styrene separation unit in a practical propylene oxide/styrene monomer process, and divided wall columns (DWC) are used for process optimization. Four DWC models are evaluated in terms of both economics based on the minimum total annual cost (TAC) and operability based on degrees of freedom. Differential evolutionary (DE) algorithms are used to optimize the parameters for each case study. In the process of finding the minimum TAC, the traditional DE often falls into local solutions and has low efficiency. In order to solve this problem, we propose chaotic sequences in DE algorithms to generate variables with ergodicity, which improves the optimization efficiency. Compared with the conventional process, Wright’s fully thermally coupled DWC (FTC) and Agrawal’s liquid-only transfer DWC (ALT) can save 21.36 and 10.14% TAC, respectively, but ALT has 2 more degrees of freedom than FTC. The FTC has the best economic efficiency, while the ALT strikes a balance between operability and economics. American Chemical Society 2022-02-03 /pmc/articles/PMC8851639/ /pubmed/35187362 http://dx.doi.org/10.1021/acsomega.1c06812 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 | Liu, Zhongqi. Zhao, Xinyu. Zhang, Junkai. Du, Zengzhi. Wang, Jianhong. Optimization of EB/SM Distillation Processes Based on Divided Wall Columns in a PO/SM Process with a Chaos Differential Evolution Algorithm |
title | Optimization of EB/SM Distillation Processes Based
on Divided Wall Columns in a PO/SM Process with a Chaos Differential
Evolution Algorithm |
title_full | Optimization of EB/SM Distillation Processes Based
on Divided Wall Columns in a PO/SM Process with a Chaos Differential
Evolution Algorithm |
title_fullStr | Optimization of EB/SM Distillation Processes Based
on Divided Wall Columns in a PO/SM Process with a Chaos Differential
Evolution Algorithm |
title_full_unstemmed | Optimization of EB/SM Distillation Processes Based
on Divided Wall Columns in a PO/SM Process with a Chaos Differential
Evolution Algorithm |
title_short | Optimization of EB/SM Distillation Processes Based
on Divided Wall Columns in a PO/SM Process with a Chaos Differential
Evolution Algorithm |
title_sort | optimization of eb/sm distillation processes based
on divided wall columns in a po/sm process with a chaos differential
evolution algorithm |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8851639/ https://www.ncbi.nlm.nih.gov/pubmed/35187362 http://dx.doi.org/10.1021/acsomega.1c06812 |
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