Application of Symbiotic Organisms Search Algorithm to Solve Various Economic Load Dispatch Problems

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dc.contributor.authorGüvenç, Uğur
dc.contributor.authorDuman, Serhat
dc.contributor.authorDöşoğlu, M. Kenan
dc.contributor.authorKahraman, H. Tolga
dc.contributor.authorSönmez, Yusuf
dc.contributor.authorYılmaz, Cemal
dc.date.accessioned2020-04-30T22:39:34Z
dc.date.available2020-04-30T22:39:34Z
dc.date.issued2016
dc.departmentDÜ, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.descriptionInternational Symposium on Innovations in Intelligent Systems and Applications (INISTA) -- AUG 02-05, 2016 -- Sinaia, ROMANIAen_US
dc.descriptionGUVENC, Ugur/0000-0002-5193-7990; sonmez, yusuf/0000-0002-9775-9835; Duman, Serhat/0000-0002-1091-125X;en_US
dc.descriptionWOS: 000386824000021en_US
dc.description.abstractThis paper proposes the application of Symbiotic Organisms Search (SOS) Algorithm to solve the various Economic Load Dispatch (ELD) problems. Both classical ELD problem which has smooth fuel cost function and nonconvex ELD problem which has nonconvex and discontinuous fuel cost function due to considering of some practical constraints like valve point effects, ramp rate limits and prohibited generating zones have been solved in the study. Three different test cases have been used to show the efficiency and reliability of the proposed algorithm. 38-unit test system has been used for classical ELD and 3-unit and 15-unit test systems have been used for nonconvex ELD problem. Results have been compared to various heuristic methods reported before in the literature and they show that proposed algorithm converges to the global optimum in early iterations and can produce superior results than others in the solution of ELD problems which have both smooth and nonconvex and discontinuous fuel cost function.en_US
dc.description.sponsorshipIEEE, IDS Res Grp, Fac Automat Comp & Elect, Dept Comp & Informat Technol, Fac Econ & Business Adm, Dept Stat & Business Informat, Fac Math & Nat Sci, Dept Informat, Univ Craiovaen_US
dc.identifier.isbn978-1-4673-9910-4
dc.identifier.urihttps://hdl.handle.net/20.500.12684/2765
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIeeeen_US
dc.relation.ispartofProceedings Of The 2016 International Symposium On Innovations In Intelligent Systems And Applications (Inista)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectsymbiotic organisms searchen_US
dc.subjecteconomic load dispatchen_US
dc.subjectnonconvex fuel cost functionen_US
dc.titleApplication of Symbiotic Organisms Search Algorithm to Solve Various Economic Load Dispatch Problemsen_US
dc.typeConference Objecten_US

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