Chemical reaction optimisation for different economic dispatch problems
This study presents a real coded chemical reaction algorithm to solve economic load dispatch (ELD) problems involving different constraints such as power balance, ramp rate limits and prohibited operating zone constraints. Effects of valve-point loading and multi-fuel options of large-scale thermal...
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| Veröffentlicht in: | IET generation, transmission & distribution transmission & distribution, 2014-03, Vol.8 (3), p.530-541 |
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| creator | Bhattacharjee, Kuntal Bhattacharya, Aniruddha Halder nee Dey, Sunita |
| description | This study presents a real coded chemical reaction algorithm to solve economic load dispatch (ELD) problems involving different constraints such as power balance, ramp rate limits and prohibited operating zone constraints. Effects of valve-point loading and multi-fuel options of large-scale thermal plants are also studied. System transmission loss has also been considered in a few cases. Chemical reaction optimisation mimics the interactions of molecules in a chemical reaction to reach from a higher energy unstable state to a low energy stable state. A real coded version, known as real-coded chemical reaction optimisation is implemented here to solve ELD problems. The simulation results establish that the proposed approach outperforms several other existing optimisation techniques in terms of quality of solution obtained and computational efficiency. The results also prove the robustness of the proposed methodology to solve ELD problems. |
| doi_str_mv | 10.1049/iet-gtd.2013.0122 |
| format | Article |
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Effects of valve-point loading and multi-fuel options of large-scale thermal plants are also studied. System transmission loss has also been considered in a few cases. Chemical reaction optimisation mimics the interactions of molecules in a chemical reaction to reach from a higher energy unstable state to a low energy stable state. A real coded version, known as real-coded chemical reaction optimisation is implemented here to solve ELD problems. The simulation results establish that the proposed approach outperforms several other existing optimisation techniques in terms of quality of solution obtained and computational efficiency. The results also prove the robustness of the proposed methodology to solve ELD problems.</description><identifier>ISSN: 1751-8687</identifier><identifier>ISSN: 1751-8695</identifier><identifier>EISSN: 1751-8695</identifier><identifier>DOI: 10.1049/iet-gtd.2013.0122</identifier><language>eng</language><publisher>Stevenage: The Institution of Engineering and Technology</publisher><subject>Applied sciences ; Balancing ; Chemical reactions ; Computational efficiency ; economic load dispatch problems ; Economics ; ELD problems ; Electrical engineering. Electrical power engineering ; Electrical power engineering ; Exact sciences and technology ; higher energy unstable state ; large‐scale thermal plants ; low energy stable state ; Miscellaneous ; multifuel options ; Operation. Load control. Reliability ; optimisation ; Optimization ; power balance ; Power dispatch ; power generation dispatch ; power generation economics ; Power networks and lines ; prohibited operating zone constraints ; Prohibited operating zones ; ramp rate limits ; Ramps ; real‐coded chemical reaction optimisation algorithm ; Robustness ; system transmission loss ; thermal power stations ; Transmission loss ; valve‐point loading effect</subject><ispartof>IET generation, transmission & distribution, 2014-03, Vol.8 (3), p.530-541</ispartof><rights>The Institution of Engineering and Technology</rights><rights>2014 The Authors. IET Generation, Transmission & Distribution published by John Wiley & Sons, Ltd. on behalf of The Institution of Engineering and Technology</rights><rights>2015 INIST-CNRS</rights><rights>Copyright The Institution of Engineering & Technology 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5350-8f167e91cfe5eaad0996ec7137eecc2ed5459351464205ce9f387e5a91b666653</citedby><cites>FETCH-LOGICAL-c5350-8f167e91cfe5eaad0996ec7137eecc2ed5459351464205ce9f387e5a91b666653</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1049%2Fiet-gtd.2013.0122$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1049%2Fiet-gtd.2013.0122$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,11541,27901,27902,45550,45551,46027,46451</link.rule.ids><linktorsrc>$$Uhttps://onlinelibrary.wiley.com/doi/abs/10.1049%2Fiet-gtd.2013.0122$$EView_record_in_Wiley-Blackwell$$FView_record_in_$$GWiley-Blackwell</linktorsrc><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28235888$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Bhattacharjee, Kuntal</creatorcontrib><creatorcontrib>Bhattacharya, Aniruddha</creatorcontrib><creatorcontrib>Halder nee Dey, Sunita</creatorcontrib><title>Chemical reaction optimisation for different economic dispatch problems</title><title>IET generation, transmission & distribution</title><description>This study presents a real coded chemical reaction algorithm to solve economic load dispatch (ELD) problems involving different constraints such as power balance, ramp rate limits and prohibited operating zone constraints. Effects of valve-point loading and multi-fuel options of large-scale thermal plants are also studied. System transmission loss has also been considered in a few cases. Chemical reaction optimisation mimics the interactions of molecules in a chemical reaction to reach from a higher energy unstable state to a low energy stable state. A real coded version, known as real-coded chemical reaction optimisation is implemented here to solve ELD problems. The simulation results establish that the proposed approach outperforms several other existing optimisation techniques in terms of quality of solution obtained and computational efficiency. The results also prove the robustness of the proposed methodology to solve ELD problems.</description><subject>Applied sciences</subject><subject>Balancing</subject><subject>Chemical reactions</subject><subject>Computational efficiency</subject><subject>economic load dispatch problems</subject><subject>Economics</subject><subject>ELD problems</subject><subject>Electrical engineering. Electrical power engineering</subject><subject>Electrical power engineering</subject><subject>Exact sciences and technology</subject><subject>higher energy unstable state</subject><subject>large‐scale thermal plants</subject><subject>low energy stable state</subject><subject>Miscellaneous</subject><subject>multifuel options</subject><subject>Operation. Load control. Reliability</subject><subject>optimisation</subject><subject>Optimization</subject><subject>power balance</subject><subject>Power dispatch</subject><subject>power generation dispatch</subject><subject>power generation economics</subject><subject>Power networks and lines</subject><subject>prohibited operating zone constraints</subject><subject>Prohibited operating zones</subject><subject>ramp rate limits</subject><subject>Ramps</subject><subject>real‐coded chemical reaction optimisation algorithm</subject><subject>Robustness</subject><subject>system transmission loss</subject><subject>thermal power stations</subject><subject>Transmission loss</subject><subject>valve‐point loading effect</subject><issn>1751-8687</issn><issn>1751-8695</issn><issn>1751-8695</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNqFkUtL9DAUhosoeP0B7gofH-iiYy7NzZ2OOgqCm3EdYnqikU5Tkw7ivzd1ZBBRzCYXnvc95-QtikOMJhjV6sTDUD0OzYQgTCcIE7JR7GDBcCW5YpvrsxTbxW5KzwgxxmuxU8ymT7Dw1rRlBGMHH7oy9INf-GQ-Li7EsvHOQYRuKMGGLmQ8P6XeDPap7GN4aGGR9ostZ9oEB5_7XnF_dTmfXle3d7Ob6dltZRllqJIOcwEKWwcMjGmQUhyswFQAWEugYTVTlOGa1wQxC8pRKYAZhR94XozuFUcr31z4ZQlp0LlVC21rOgjLpLFQlFDCCP8bZQQpLrmQGf33DX0Oy9jlQTKFZC2lkDhTeEXZGFKK4HQf_cLEN42RHlPQOQWdU9BjCnpMIWv-fzqblH_ZRdNZn9ZCIgllUo4dnK64V9_C29_Geja_IOdXCGGFsvh4JR6xdec3l_OR-qLpG5fZ6gf29wHeAe3OtiA</recordid><startdate>201403</startdate><enddate>201403</enddate><creator>Bhattacharjee, Kuntal</creator><creator>Bhattacharya, Aniruddha</creator><creator>Halder nee Dey, Sunita</creator><general>The Institution of Engineering and Technology</general><general>Institution of Engineering and Technology</general><general>The Institution of Engineering & Technology</general><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>P5Z</scope><scope>P62</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>S0W</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>201403</creationdate><title>Chemical reaction optimisation for different economic dispatch problems</title><author>Bhattacharjee, Kuntal ; Bhattacharya, Aniruddha ; Halder nee Dey, Sunita</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5350-8f167e91cfe5eaad0996ec7137eecc2ed5459351464205ce9f387e5a91b666653</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Applied sciences</topic><topic>Balancing</topic><topic>Chemical reactions</topic><topic>Computational efficiency</topic><topic>economic load dispatch problems</topic><topic>Economics</topic><topic>ELD problems</topic><topic>Electrical engineering. Electrical power engineering</topic><topic>Electrical power engineering</topic><topic>Exact sciences and technology</topic><topic>higher energy unstable state</topic><topic>large‐scale thermal plants</topic><topic>low energy stable state</topic><topic>Miscellaneous</topic><topic>multifuel options</topic><topic>Operation. Load control. Reliability</topic><topic>optimisation</topic><topic>Optimization</topic><topic>power balance</topic><topic>Power dispatch</topic><topic>power generation dispatch</topic><topic>power generation economics</topic><topic>Power networks and lines</topic><topic>prohibited operating zone constraints</topic><topic>Prohibited operating zones</topic><topic>ramp rate limits</topic><topic>Ramps</topic><topic>real‐coded chemical reaction optimisation algorithm</topic><topic>Robustness</topic><topic>system transmission loss</topic><topic>thermal power stations</topic><topic>Transmission loss</topic><topic>valve‐point loading effect</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bhattacharjee, Kuntal</creatorcontrib><creatorcontrib>Bhattacharya, Aniruddha</creatorcontrib><creatorcontrib>Halder nee Dey, Sunita</creatorcontrib><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>DELNET Engineering & Technology Collection</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>IET generation, transmission & distribution</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Bhattacharjee, Kuntal</au><au>Bhattacharya, Aniruddha</au><au>Halder nee Dey, Sunita</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Chemical reaction optimisation for different economic dispatch problems</atitle><jtitle>IET generation, transmission & distribution</jtitle><date>2014-03</date><risdate>2014</risdate><volume>8</volume><issue>3</issue><spage>530</spage><epage>541</epage><pages>530-541</pages><issn>1751-8687</issn><issn>1751-8695</issn><eissn>1751-8695</eissn><abstract>This study presents a real coded chemical reaction algorithm to solve economic load dispatch (ELD) problems involving different constraints such as power balance, ramp rate limits and prohibited operating zone constraints. 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| source | Wiley Online Library Open Access |
| subjects | Applied sciences Balancing Chemical reactions Computational efficiency economic load dispatch problems Economics ELD problems Electrical engineering. Electrical power engineering Electrical power engineering Exact sciences and technology higher energy unstable state large‐scale thermal plants low energy stable state Miscellaneous multifuel options Operation. Load control. Reliability optimisation Optimization power balance Power dispatch power generation dispatch power generation economics Power networks and lines prohibited operating zone constraints Prohibited operating zones ramp rate limits Ramps real‐coded chemical reaction optimisation algorithm Robustness system transmission loss thermal power stations Transmission loss valve‐point loading effect |
| title | Chemical reaction optimisation for different economic dispatch problems |
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