A heuristic approach for optimal planning and operation of distribution systems

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dc.contributor.authorAlzaidi, Khalid Mohammed Saffer
dc.contributor.authorBayat, Oğuz
dc.contributor.authorUçan, Osman Nuri
dc.date.accessioned2021-05-15T12:42:08Z
dc.date.available2021-05-15T12:42:08Z
dc.date.issued2018
dc.departmentMühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.descriptionAlzaidi, Khalid Mohammed Saffer/0000-0001-8670-4161
dc.description.abstractThe efficient planning and operation of power distribution systems are becoming increasingly significant with the integration of renewable energy options into power distribution networks. Keeping voltage magnitudes within permissible ranges is vital; hence, control devices, such as tap changers, voltage regulators, and capacitors, are used in power distribution systems. This study presents an optimization model that is based on three heuristic approaches, namely, particle swarm optimization, imperialist competitive algorithm, and moth flame optimization, for solving the voltage deviation problem. Two different load profiles are used to test the three modified algorithms on IEEE 123- and IEEE 13-bus test systems. The proposed optimization model uses three different cases: Case 1, changing the tap positions of the regulators; Case 2, changing the capacitor sizes; and Case 3, integrating Cases 1 and 2 and changing the locations of the capacitors. The numerical results of the optimization model using the three heuristic algorithms are given for the two specified load profiles.en_US
dc.identifier.doi10.1155/2018/6258350
dc.identifier.issn2356-752X
dc.identifier.issn2314-6486
dc.identifier.scopus2-s2.0-85066072768
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1155/2018/6258350
dc.identifier.urihttps://hdl.handle.net/20.500.12939/900
dc.identifier.volume2018en_US
dc.identifier.wosWOS:000435782300001
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorUçan, Osman Nuri
dc.institutionauthorBayat, Oğuz
dc.institutionauthorAlzaidi, Khalid Mohammed Saffer
dc.language.isoen
dc.publisherHindawi Ltden_US
dc.relation.ispartofJournal of Optimization
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectDistribution Systemsen_US
dc.subjectMFOen_US
dc.subjectICAen_US
dc.subjectSimulationen_US
dc.titleA heuristic approach for optimal planning and operation of distribution systems
dc.typeArticle

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