Superstructure optimization of the olefin separation system by harmony search and genetic algorithms
In this paper a superstructure optimization is applied for the problem of olefin separation system which includes distillation column units, heat exchangers and heat integration. A new algorithm is presented for modeling the separation system and designing the heat integration and heat exchanger net...
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Veröffentlicht in: | Energy (Oxford) 2016-03, Vol.99, p.288-303 |
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creator | Lashkajani, Kazem Hasanzadeh Ghorbani, Bahram Amidpour, Majid Hamedi, Mohammad-Hossein |
description | In this paper a superstructure optimization is applied for the problem of olefin separation system which includes distillation column units, heat exchangers and heat integration. A new algorithm is presented for modeling the separation system and designing the heat integration and heat exchanger networks. The objective is to minimize the total annual cost of the separation superstructure using the presented design methodology and numerical methods such as improved harmony search algorithm. The developed code is validated and verified using standard cases in literature. The solution approach for the superstructure optimization is discussed and the numerical results are presented proving the improvements in the design of the separation superstructure system using the new presented approach.
•Presenting an algorithm for thermal integration in processes.•Calculating of annual cost objective function.•Using fast methods for designing, coding and mathematical solving for optimization.•Minimizing of total annual cost using GA optimizer and heuristic approach.•Investigate olefin separation matter and select optimal thermal configurations. |
doi_str_mv | 10.1016/j.energy.2016.01.045 |
format | Article |
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•Presenting an algorithm for thermal integration in processes.•Calculating of annual cost objective function.•Using fast methods for designing, coding and mathematical solving for optimization.•Minimizing of total annual cost using GA optimizer and heuristic approach.•Investigate olefin separation matter and select optimal thermal configurations.</description><identifier>ISSN: 0360-5442</identifier><identifier>DOI: 10.1016/j.energy.2016.01.045</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Design engineering ; Distillation ; Heat exchangers ; Heat integration ; IHSA ; Mathematical models ; Olefins ; Optimization ; Searching ; Separation ; Sequence ; Superstructures</subject><ispartof>Energy (Oxford), 2016-03, Vol.99, p.288-303</ispartof><rights>2016 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c372t-ea4e0dea2ed7fb5745700f549dac8b59b7f29f94b6be0a7e8c054ca1971fa86b3</citedby><cites>FETCH-LOGICAL-c372t-ea4e0dea2ed7fb5745700f549dac8b59b7f29f94b6be0a7e8c054ca1971fa86b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.energy.2016.01.045$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,777,781,3537,27905,27906,45976</link.rule.ids></links><search><creatorcontrib>Lashkajani, Kazem Hasanzadeh</creatorcontrib><creatorcontrib>Ghorbani, Bahram</creatorcontrib><creatorcontrib>Amidpour, Majid</creatorcontrib><creatorcontrib>Hamedi, Mohammad-Hossein</creatorcontrib><title>Superstructure optimization of the olefin separation system by harmony search and genetic algorithms</title><title>Energy (Oxford)</title><description>In this paper a superstructure optimization is applied for the problem of olefin separation system which includes distillation column units, heat exchangers and heat integration. A new algorithm is presented for modeling the separation system and designing the heat integration and heat exchanger networks. The objective is to minimize the total annual cost of the separation superstructure using the presented design methodology and numerical methods such as improved harmony search algorithm. The developed code is validated and verified using standard cases in literature. The solution approach for the superstructure optimization is discussed and the numerical results are presented proving the improvements in the design of the separation superstructure system using the new presented approach.
•Presenting an algorithm for thermal integration in processes.•Calculating of annual cost objective function.•Using fast methods for designing, coding and mathematical solving for optimization.•Minimizing of total annual cost using GA optimizer and heuristic approach.•Investigate olefin separation matter and select optimal thermal configurations.</description><subject>Design engineering</subject><subject>Distillation</subject><subject>Heat exchangers</subject><subject>Heat integration</subject><subject>IHSA</subject><subject>Mathematical models</subject><subject>Olefins</subject><subject>Optimization</subject><subject>Searching</subject><subject>Separation</subject><subject>Sequence</subject><subject>Superstructures</subject><issn>0360-5442</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqFkD9PxDAMxTuAxHHwDRgyslxx2qRtFiR04p-ExADMUZo6dzm1TUlSpPLp6anMMFn2e8-yf0lyRSGlQIubQ4o9-t2UZnOXAk2B8ZNkBXkBG85Ydpach3AAAF4JsUqat3FAH6IfdRw9EjdE29lvFa3riTMk7udZi8b2JOCg_CKEKUTsSD2RvfKd66dZVF7vieobspsPiFYT1e6ct3HfhYvk1Kg24OVvXScfD_fv26fNy-vj8_buZaPzMosbVAyhQZVhU5qal4yXAIYz0Shd1VzUpcmEEawuagRVYqWBM62oKKlRVVHn6-R62Tt49zliiLKzQWPbqh7dGCStKBdVUUH-v7UUIPKcs6OVLVbtXQgejRy87ZSfJAV5ZC4PcmEuj8wlUDkzn2O3Swznj78sehm0xV5jYz3qKBtn_17wAwGikYU</recordid><startdate>20160315</startdate><enddate>20160315</enddate><creator>Lashkajani, Kazem Hasanzadeh</creator><creator>Ghorbani, Bahram</creator><creator>Amidpour, Majid</creator><creator>Hamedi, Mohammad-Hossein</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>C1K</scope><scope>SOI</scope><scope>7SP</scope><scope>7TB</scope><scope>8FD</scope><scope>F28</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope></search><sort><creationdate>20160315</creationdate><title>Superstructure optimization of the olefin separation system by harmony search and genetic algorithms</title><author>Lashkajani, Kazem Hasanzadeh ; Ghorbani, Bahram ; Amidpour, Majid ; Hamedi, Mohammad-Hossein</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c372t-ea4e0dea2ed7fb5745700f549dac8b59b7f29f94b6be0a7e8c054ca1971fa86b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Design engineering</topic><topic>Distillation</topic><topic>Heat exchangers</topic><topic>Heat integration</topic><topic>IHSA</topic><topic>Mathematical models</topic><topic>Olefins</topic><topic>Optimization</topic><topic>Searching</topic><topic>Separation</topic><topic>Sequence</topic><topic>Superstructures</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lashkajani, Kazem Hasanzadeh</creatorcontrib><creatorcontrib>Ghorbani, Bahram</creatorcontrib><creatorcontrib>Amidpour, Majid</creatorcontrib><creatorcontrib>Hamedi, Mohammad-Hossein</creatorcontrib><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Environment Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Energy (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lashkajani, Kazem Hasanzadeh</au><au>Ghorbani, Bahram</au><au>Amidpour, Majid</au><au>Hamedi, Mohammad-Hossein</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Superstructure optimization of the olefin separation system by harmony search and genetic algorithms</atitle><jtitle>Energy (Oxford)</jtitle><date>2016-03-15</date><risdate>2016</risdate><volume>99</volume><spage>288</spage><epage>303</epage><pages>288-303</pages><issn>0360-5442</issn><abstract>In this paper a superstructure optimization is applied for the problem of olefin separation system which includes distillation column units, heat exchangers and heat integration. 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•Presenting an algorithm for thermal integration in processes.•Calculating of annual cost objective function.•Using fast methods for designing, coding and mathematical solving for optimization.•Minimizing of total annual cost using GA optimizer and heuristic approach.•Investigate olefin separation matter and select optimal thermal configurations.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.energy.2016.01.045</doi><tpages>16</tpages></addata></record> |
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subjects | Design engineering Distillation Heat exchangers Heat integration IHSA Mathematical models Olefins Optimization Searching Separation Sequence Superstructures |
title | Superstructure optimization of the olefin separation system by harmony search and genetic algorithms |
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