Multiple DGs for reducing total power losses in radial distribution systems using hybrid WOA-SSA algorithm

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dc.contributor.authorAlzaidi, Khalid Mohammed Saffer
dc.contributor.authorBayat, Oğuz
dc.contributor.authorUçan, Osman Nuri
dc.date.accessioned2021-05-15T12:41:26Z
dc.date.available2021-05-15T12:41:26Z
dc.date.issued2019
dc.departmentMühendislik ve Doğa Bilimleri Fakültesi, Elektrik - Elektronik Mühendisliği Bölümüen_US
dc.descriptionAlzaidi, Khalid Mohammed Saffer/0000-0001-8670-4161
dc.description.abstractDistributed generators (DGs) are currently extensively used to reduce power losses and voltage deviations in distribution networks. The optimal location and size of DGs achieve the best results. This study presents a novel hybridization of new metaheuristic optimizations in the last two years, namely, salp swarm algorithm (SSA) and whale optimization algorithm (WOA), for optimal placement and size of multi-DG units in radial distribution systems to minimize total real power losses (kW) and solve voltage deviation. This hybrid algorithm is implemented on IEEE 13- and 123-node radial distribution test systems. The OpenDSS engine is used to solve the power flow to find the power system parameters, such power losses, and the voltage profile through the MATLAB coding interface. Results describe the effectiveness of the proposed hybrid WOA-SSA algorithm compared with those of the IEEE standard case (without DG), repeated load flow method, and WOA and SSA algorithms applied independently. The analysis results via the proposed algorithm are more effective for reducing total active power losses and enhancing the voltage profile for various distribution networks and multi-DG units.en_US
dc.identifier.doi10.1155/2019/2426538
dc.identifier.issn1110-662X
dc.identifier.issn1687-529X
dc.identifier.scopus2-s2.0-85065893929
dc.identifier.scopusqualityQ2
dc.identifier.urihttps://doi.org/10.1155/2019/2426538
dc.identifier.urihttps://hdl.handle.net/20.500.12939/803
dc.identifier.volume2019en_US
dc.identifier.wosWOS:000464780300001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorBayat, Oğuz
dc.institutionauthorUçan, Osman Nurien_US
dc.institutionauthorAlzaidi, Khalid Mohammed Saffer
dc.language.isoen
dc.publisherHindawi Ltden_US
dc.relation.ispartofInternational Journal of Photoenergy
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectWOA-SSA Algorithmen_US
dc.subjectDGen_US
dc.subjectPoweren_US
dc.titleMultiple DGs for reducing total power losses in radial distribution systems using hybrid WOA-SSA algorithm
dc.typeArticle

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