Symbiotic organisms search algorithm for economic load dispatch problem with valve-point effect

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dc.contributor.authorGüvenç, Uğur
dc.contributor.authorDuman, Serhat
dc.contributor.authorSönmez, Yusuf
dc.contributor.authorKahraman, H. Tolga
dc.contributor.authorDöşoğlu, M. Kenan
dc.date.accessioned2020-04-30T23:32:23Z
dc.date.available2020-04-30T23:32:23Z
dc.date.issued2018
dc.departmentDÜ, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.descriptionGUVENC, Ugur/0000-0002-5193-7990; kahraman, hamdi/0000-0001-9985-6324; Duman, Serhat/0000-0002-1091-125Xen_US
dc.descriptionWOS: 000454261500006en_US
dc.description.abstractSymbiotic Organisms Search (SOS) is a brand new and effective metaheuristic optimization algorithm. This paper proposes the SOS algorithm to solve the Economic Load Dispatch (ELD) problem with valve-point effect, which is one of the essential optimization problems in modern power systems. The proposed algorithm is tested on five different test cases consisting of 3-machine 6-bus, IEEE 5-machine 14-bus, IEEE 6-machine 30-bus, and 13- and 40-unit test systems both with transmission loss and without transmission loss. These test cases show that SOS is able to converge on the global optima, successfully. Moreover, results obtained from the proposed algorithm are compared through different methods used in solving the ELD problem existing in the literature. According to these results, SOS produces the best values among all methods. (C) 2018 Sharif University of Technology. All rights reserved.en_US
dc.identifier.doi10.24200/sci.2017.4378en_US
dc.identifier.endpage3506en_US
dc.identifier.issn1026-3098
dc.identifier.issue6en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage3490en_US
dc.identifier.urihttps://doi.org/10.24200/sci.2017.4378
dc.identifier.urihttps://hdl.handle.net/20.500.12684/4702
dc.identifier.volume25en_US
dc.identifier.wosWOS:000454261500006en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier Science Bven_US
dc.relation.ispartofScientia Iranicaen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectSymbiotic organisms searchen_US
dc.subjectEconomic load dispatchen_US
dc.subjectPower systemsen_US
dc.subjectOptimizationen_US
dc.titleSymbiotic organisms search algorithm for economic load dispatch problem with valve-point effecten_US
dc.typeArticleen_US

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