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Economic dispatch of generators with valve-point loading effect using immune evolutionary programming

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dc.citedby1
dc.contributor.authorMohammad S.H.en_US
dc.contributor.authorMansor M.H.en_US
dc.contributor.authorMusirin I.en_US
dc.contributor.authorAbdullah M.N.en_US
dc.contributor.authorShaaya S.A.en_US
dc.contributor.authorRahmat N.A.en_US
dc.contributor.authorRahman M.S.A.en_US
dc.contributor.authorRazali N.S.en_US
dc.contributor.authorid57213751654en_US
dc.contributor.authorid56372667100en_US
dc.contributor.authorid8620004100en_US
dc.contributor.authorid55193828700en_US
dc.contributor.authorid16022846200en_US
dc.contributor.authorid55647163881en_US
dc.contributor.authorid36609854400en_US
dc.contributor.authorid57220376053en_US
dc.date.accessioned2023-05-29T06:50:17Z
dc.date.available2023-05-29T06:50:17Z
dc.date.issued2018
dc.description.abstractEconomic dispatch is conducted by electric utilities in order to determine the best generation level at the most feasible operating cost. In order to guarantee satisfying energy delivery to the consumer, a precise calculation of generation level is required. In order to achieve accurate and practical solution, several considerations such as prohibited operating zones, valve-point loading effect and ramp-rate limit need to be taken into account. However, these considerations cause the optimization to become complex and difficult to solve. This research focuses on the valve-point effect that causes ripple in the fuel-cost curve. This paper also proposes a hybrid technique named as Immune Evolutionary Programming (IEP) in solving economic load dispatch problem with valve-point loading effect. Comparative studies involving IEP, EP and AIS are conducted on IEEE l4-Bus RTS for performance assessments. Results found in this research indicate that IEP is superior to Evolutionary Programming (EP) and Artificial Immune System (AIS) techniques in terms of calculating lower operating cost and total system loss. � 2018 Author(s).en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo20246
dc.identifier.doi10.1063/1.5066887
dc.identifier.scopus2-s2.0-85058022675
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85058022675&doi=10.1063%2f1.5066887&partnerID=40&md5=7bd2d74321ed1dc114f9efd3d7d46f42
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/23574
dc.identifier.volume2030
dc.publisherAmerican Institute of Physics Inc.en_US
dc.sourceScopus
dc.sourcetitleAIP Conference Proceedings
dc.titleEconomic dispatch of generators with valve-point loading effect using immune evolutionary programmingen_US
dc.typeConference Paperen_US
dspace.entity.typePublication
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