Loading…

A novel relatively linear hybrid Three-Level strategy for retrofitting heat exchanger networks

•A relatively linear hybrid three-level strategy for retrofitting HENs is presented.•A genetic algorithm produces the structures at the first level.•The total annual cost of each structure is optimized at the second and third levels.•These levels consist of LP and ILP formulations with external sear...

Full description

Saved in:
Bibliographic Details
Published in:Chemical engineering science 2023-01, Vol.265, p.118213, Article 118213
Main Authors: Pirzadeh, Zahra, Soltani, Hadi, Fallahi-Samberan, Mehrab, Hajimohammadi, Reza, MemarMaher, Behnaz
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites cdi_FETCH-LOGICAL-c292t-7dcafae75b2d137ba5cd01c8c5148f1cf09e174231ec6a81c331283889f09e4c3
container_end_page
container_issue
container_start_page 118213
container_title Chemical engineering science
container_volume 265
creator Pirzadeh, Zahra
Soltani, Hadi
Fallahi-Samberan, Mehrab
Hajimohammadi, Reza
MemarMaher, Behnaz
description •A relatively linear hybrid three-level strategy for retrofitting HENs is presented.•A genetic algorithm produces the structures at the first level.•The total annual cost of each structure is optimized at the second and third levels.•These levels consist of LP and ILP formulations with external search loops.•This method can reduce the TAC of retrofitted HENs by about 0.5%-20% compared to others. This paper proposes a three-level straightforward retrofitting approach for heat exchanger networks (HENs) using a genetic algorithm (GA) coupled with linear programming (LP) and integer linear programming (ILP) formulations. At the first level, the GA produces HEN structures. The local total annual cost (TAC) of these HENs is computed at the second level, consisting of LP, ILP, and an external search loop. LP model is formulated based on the minimum utility consumption, whereas ILP determines the minimum investment cost of implementing potential changes to the existing network to turn it into a GA-generated network. The external search loop is also used to handle the stream splitting ratios. Eventually, the final optimal TAC of the retrofitted network is determined by applying a correction procedure at the third level to the second level results. The results demonstrate that this approach could reduce the retrofitted network's TAC by about 0.5%-20% compared to others.
doi_str_mv 10.1016/j.ces.2022.118213
format article
fullrecord <record><control><sourceid>elsevier_cross</sourceid><recordid>TN_cdi_crossref_primary_10_1016_j_ces_2022_118213</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0009250922007977</els_id><sourcerecordid>S0009250922007977</sourcerecordid><originalsourceid>FETCH-LOGICAL-c292t-7dcafae75b2d137ba5cd01c8c5148f1cf09e174231ec6a81c331283889f09e4c3</originalsourceid><addsrcrecordid>eNp9kM9OwzAMhyMEEmPwANzyAi1x0q6pOE0T_6RJXMaVKHXdNaO0KIkGfXtajTMn2_r5s6yPsVsQKQhY3R1SpJBKIWUKoCWoM7YAXagky0R-zhZCiDKRuSgv2VUIh2ksChAL9r7m_XCkjnvqbHRTN_LO9WQ9b8fKu5rvWk-UbGleCtHbSPuRN4OfiOiHxsXo-j1vyUZOP9jafk-e9xS_B_8RrtlFY7tAN391yd4eH3ab52T7-vSyWW8TlKWMSVGjbSwVeSVrUEVlc6wFoMYcMt0ANqIkKDKpgHBlNaBSILXSupyTDNWSweku-iEET4358u7T-tGAMLMgczCTIDMLMidBE3N_Ymh67OjIm4COeqTaecJo6sH9Q_8CPFBvyg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>A novel relatively linear hybrid Three-Level strategy for retrofitting heat exchanger networks</title><source>ScienceDirect Freedom Collection 2022-2024</source><creator>Pirzadeh, Zahra ; Soltani, Hadi ; Fallahi-Samberan, Mehrab ; Hajimohammadi, Reza ; MemarMaher, Behnaz</creator><creatorcontrib>Pirzadeh, Zahra ; Soltani, Hadi ; Fallahi-Samberan, Mehrab ; Hajimohammadi, Reza ; MemarMaher, Behnaz</creatorcontrib><description>•A relatively linear hybrid three-level strategy for retrofitting HENs is presented.•A genetic algorithm produces the structures at the first level.•The total annual cost of each structure is optimized at the second and third levels.•These levels consist of LP and ILP formulations with external search loops.•This method can reduce the TAC of retrofitted HENs by about 0.5%-20% compared to others. This paper proposes a three-level straightforward retrofitting approach for heat exchanger networks (HENs) using a genetic algorithm (GA) coupled with linear programming (LP) and integer linear programming (ILP) formulations. At the first level, the GA produces HEN structures. The local total annual cost (TAC) of these HENs is computed at the second level, consisting of LP, ILP, and an external search loop. LP model is formulated based on the minimum utility consumption, whereas ILP determines the minimum investment cost of implementing potential changes to the existing network to turn it into a GA-generated network. The external search loop is also used to handle the stream splitting ratios. Eventually, the final optimal TAC of the retrofitted network is determined by applying a correction procedure at the third level to the second level results. The results demonstrate that this approach could reduce the retrofitted network's TAC by about 0.5%-20% compared to others.</description><identifier>ISSN: 0009-2509</identifier><identifier>EISSN: 1873-4405</identifier><identifier>DOI: 10.1016/j.ces.2022.118213</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Genetic algorithm (GA) ; Heat exchanger networks (HENs) ; Integer linear programming (ILP) ; Linear programming (LP) ; Retrofit, Total annual cost (TAC)</subject><ispartof>Chemical engineering science, 2023-01, Vol.265, p.118213, Article 118213</ispartof><rights>2022 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c292t-7dcafae75b2d137ba5cd01c8c5148f1cf09e174231ec6a81c331283889f09e4c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Pirzadeh, Zahra</creatorcontrib><creatorcontrib>Soltani, Hadi</creatorcontrib><creatorcontrib>Fallahi-Samberan, Mehrab</creatorcontrib><creatorcontrib>Hajimohammadi, Reza</creatorcontrib><creatorcontrib>MemarMaher, Behnaz</creatorcontrib><title>A novel relatively linear hybrid Three-Level strategy for retrofitting heat exchanger networks</title><title>Chemical engineering science</title><description>•A relatively linear hybrid three-level strategy for retrofitting HENs is presented.•A genetic algorithm produces the structures at the first level.•The total annual cost of each structure is optimized at the second and third levels.•These levels consist of LP and ILP formulations with external search loops.•This method can reduce the TAC of retrofitted HENs by about 0.5%-20% compared to others. This paper proposes a three-level straightforward retrofitting approach for heat exchanger networks (HENs) using a genetic algorithm (GA) coupled with linear programming (LP) and integer linear programming (ILP) formulations. At the first level, the GA produces HEN structures. The local total annual cost (TAC) of these HENs is computed at the second level, consisting of LP, ILP, and an external search loop. LP model is formulated based on the minimum utility consumption, whereas ILP determines the minimum investment cost of implementing potential changes to the existing network to turn it into a GA-generated network. The external search loop is also used to handle the stream splitting ratios. Eventually, the final optimal TAC of the retrofitted network is determined by applying a correction procedure at the third level to the second level results. The results demonstrate that this approach could reduce the retrofitted network's TAC by about 0.5%-20% compared to others.</description><subject>Genetic algorithm (GA)</subject><subject>Heat exchanger networks (HENs)</subject><subject>Integer linear programming (ILP)</subject><subject>Linear programming (LP)</subject><subject>Retrofit, Total annual cost (TAC)</subject><issn>0009-2509</issn><issn>1873-4405</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kM9OwzAMhyMEEmPwANzyAi1x0q6pOE0T_6RJXMaVKHXdNaO0KIkGfXtajTMn2_r5s6yPsVsQKQhY3R1SpJBKIWUKoCWoM7YAXagky0R-zhZCiDKRuSgv2VUIh2ksChAL9r7m_XCkjnvqbHRTN_LO9WQ9b8fKu5rvWk-UbGleCtHbSPuRN4OfiOiHxsXo-j1vyUZOP9jafk-e9xS_B_8RrtlFY7tAN391yd4eH3ab52T7-vSyWW8TlKWMSVGjbSwVeSVrUEVlc6wFoMYcMt0ANqIkKDKpgHBlNaBSILXSupyTDNWSweku-iEET4358u7T-tGAMLMgczCTIDMLMidBE3N_Ymh67OjIm4COeqTaecJo6sH9Q_8CPFBvyg</recordid><startdate>20230116</startdate><enddate>20230116</enddate><creator>Pirzadeh, Zahra</creator><creator>Soltani, Hadi</creator><creator>Fallahi-Samberan, Mehrab</creator><creator>Hajimohammadi, Reza</creator><creator>MemarMaher, Behnaz</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20230116</creationdate><title>A novel relatively linear hybrid Three-Level strategy for retrofitting heat exchanger networks</title><author>Pirzadeh, Zahra ; Soltani, Hadi ; Fallahi-Samberan, Mehrab ; Hajimohammadi, Reza ; MemarMaher, Behnaz</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c292t-7dcafae75b2d137ba5cd01c8c5148f1cf09e174231ec6a81c331283889f09e4c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Genetic algorithm (GA)</topic><topic>Heat exchanger networks (HENs)</topic><topic>Integer linear programming (ILP)</topic><topic>Linear programming (LP)</topic><topic>Retrofit, Total annual cost (TAC)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pirzadeh, Zahra</creatorcontrib><creatorcontrib>Soltani, Hadi</creatorcontrib><creatorcontrib>Fallahi-Samberan, Mehrab</creatorcontrib><creatorcontrib>Hajimohammadi, Reza</creatorcontrib><creatorcontrib>MemarMaher, Behnaz</creatorcontrib><collection>CrossRef</collection><jtitle>Chemical engineering science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pirzadeh, Zahra</au><au>Soltani, Hadi</au><au>Fallahi-Samberan, Mehrab</au><au>Hajimohammadi, Reza</au><au>MemarMaher, Behnaz</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A novel relatively linear hybrid Three-Level strategy for retrofitting heat exchanger networks</atitle><jtitle>Chemical engineering science</jtitle><date>2023-01-16</date><risdate>2023</risdate><volume>265</volume><spage>118213</spage><pages>118213-</pages><artnum>118213</artnum><issn>0009-2509</issn><eissn>1873-4405</eissn><abstract>•A relatively linear hybrid three-level strategy for retrofitting HENs is presented.•A genetic algorithm produces the structures at the first level.•The total annual cost of each structure is optimized at the second and third levels.•These levels consist of LP and ILP formulations with external search loops.•This method can reduce the TAC of retrofitted HENs by about 0.5%-20% compared to others. This paper proposes a three-level straightforward retrofitting approach for heat exchanger networks (HENs) using a genetic algorithm (GA) coupled with linear programming (LP) and integer linear programming (ILP) formulations. At the first level, the GA produces HEN structures. The local total annual cost (TAC) of these HENs is computed at the second level, consisting of LP, ILP, and an external search loop. LP model is formulated based on the minimum utility consumption, whereas ILP determines the minimum investment cost of implementing potential changes to the existing network to turn it into a GA-generated network. The external search loop is also used to handle the stream splitting ratios. Eventually, the final optimal TAC of the retrofitted network is determined by applying a correction procedure at the third level to the second level results. The results demonstrate that this approach could reduce the retrofitted network's TAC by about 0.5%-20% compared to others.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.ces.2022.118213</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0009-2509
ispartof Chemical engineering science, 2023-01, Vol.265, p.118213, Article 118213
issn 0009-2509
1873-4405
language eng
recordid cdi_crossref_primary_10_1016_j_ces_2022_118213
source ScienceDirect Freedom Collection 2022-2024
subjects Genetic algorithm (GA)
Heat exchanger networks (HENs)
Integer linear programming (ILP)
Linear programming (LP)
Retrofit, Total annual cost (TAC)
title A novel relatively linear hybrid Three-Level strategy for retrofitting heat exchanger networks
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-29T16%3A14%3A05IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-elsevier_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20novel%20relatively%20linear%20hybrid%20Three-Level%20strategy%20for%20retrofitting%20heat%20exchanger%20networks&rft.jtitle=Chemical%20engineering%20science&rft.au=Pirzadeh,%20Zahra&rft.date=2023-01-16&rft.volume=265&rft.spage=118213&rft.pages=118213-&rft.artnum=118213&rft.issn=0009-2509&rft.eissn=1873-4405&rft_id=info:doi/10.1016/j.ces.2022.118213&rft_dat=%3Celsevier_cross%3ES0009250922007977%3C/elsevier_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c292t-7dcafae75b2d137ba5cd01c8c5148f1cf09e174231ec6a81c331283889f09e4c3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true