A novel modified hybrid PSOGSA based on fuzzy logic for non-convex economic dispatch problem with valve-point effect

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dc.contributor.authorDuman, Serhat
dc.contributor.authorYörükeren, Nuran
dc.contributor.authorAltaş, İsmail H.
dc.date.accessioned2020-04-30T22:38:47Z
dc.date.available2020-04-30T22:38:47Z
dc.date.issued2015
dc.departmentDÜ, Teknoloji Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.descriptionDuman, Serhat/0000-0002-1091-125Xen_US
dc.descriptionWOS: 000344444200013en_US
dc.description.abstractGravitational Search Algorithm (GSA) is a novel stochastic optimization method inspired by the law of gravity and interaction between masses. This paper proposes a novel modified hybrid Particle Swarm Optimization (PSO) and GSA based on fuzzy logic (FL) to control ability to search for the global optimum and increase the performance of the hybrid PSOGSA. In order to test the performance of the modified hybrid PSOGSA based on FL (FPSOGSA), it has been applied to solve the well-known 23 benchmark test functions. In order to evaluate the efficiency and performance of the proposed approach, standard power systems including IEEE 5-machines 14-bus, IEEE 6-machines 30-bus, 13 and 40 unit test systems are used. These are non-convex economic dispatch problems including the valve-point effect and are computed with and without the losses. The results obtained from the proposed FPSOGSA approach are compared with those of the other heuristic techniques in the literature. The results of the comparison demonstrate that the proposed approach can converge to the near optimal solution and improve the performance of the standard hybrid PSOGSA approach. (C) 2014 Elsevier Ltd. All rights reserved.en_US
dc.description.sponsorshipKocaeli University Scientific Research Projects UnitKocaeli University [2012/067]en_US
dc.description.sponsorshipThis study was supported by Kocaeli University Scientific Research Projects Unit. Project No: 2012/067.en_US
dc.identifier.doi10.1016/j.ijepes.2014.07.031en_US
dc.identifier.endpage135en_US
dc.identifier.issn0142-0615
dc.identifier.issn1879-3517
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage121en_US
dc.identifier.urihttps://doi.org/10.1016/j.ijepes.2014.07.031
dc.identifier.urihttps://hdl.handle.net/20.500.12684/2444
dc.identifier.volume64en_US
dc.identifier.wosWOS:000344444200013en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier Sci Ltden_US
dc.relation.ispartofInternational Journal Of Electrical Power & Energy Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBenchmark test functionsen_US
dc.subjectNon-convex economic dispatchen_US
dc.subjectHybrid PSOGSAen_US
dc.subjectFuzzy logicen_US
dc.subjectOptimizationen_US
dc.titleA novel modified hybrid PSOGSA based on fuzzy logic for non-convex economic dispatch problem with valve-point effecten_US
dc.typeArticleen_US

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