Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Zhongqi., Zhao, Xinyu., Zhang, Junkai., Du, Zengzhi., Wang, Jianhong.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
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
_version_ 1784652862844829696
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
work_keys_str_mv AT liuzhongqi optimizationofebsmdistillationprocessesbasedondividedwallcolumnsinaposmprocesswithachaosdifferentialevolutionalgorithm
AT zhaoxinyu optimizationofebsmdistillationprocessesbasedondividedwallcolumnsinaposmprocesswithachaosdifferentialevolutionalgorithm
AT zhangjunkai optimizationofebsmdistillationprocessesbasedondividedwallcolumnsinaposmprocesswithachaosdifferentialevolutionalgorithm
AT duzengzhi optimizationofebsmdistillationprocessesbasedondividedwallcolumnsinaposmprocesswithachaosdifferentialevolutionalgorithm
AT wangjianhong optimizationofebsmdistillationprocessesbasedondividedwallcolumnsinaposmprocesswithachaosdifferentialevolutionalgorithm