Cross-entropy method for distribution power systems reconfiguration

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dc.authorid0000-0003-4934-9644en_US
dc.contributor.authorSebaa, Karim
dc.contributor.authorGelen, Ayetül
dc.contributor.authorNouri, Hassan
dc.date.accessioned2022-09-07T06:30:48Z
dc.date.available2022-09-07T06:30:48Z
dc.date.issued2019en_US
dc.departmentBTÜ, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.description.abstractCross-entropy (CE) is a powerful simulation method for the solution of continuous and combinatory optimization problems. The work presented here utilizes the CE method for the optimal topology of distribution power systems (DPSs). The optimal network switches are determined for the reduction of active power loss. The adapted CE method is tested on three case studies, namely, the 33-node, 83-node, and 880-node DPSs. The results are compared with other reconfiguration algorithms to demonstrate the superiority of the proposed algorithm. The impact of the distributed generation is also investigated. The effective integration of the photovoltaic panels at midday, when their production is highest and meets the peak demand, is showed. Finally, the real-time reconfiguration strategy based on the switching effort reduction is proposed and enhanced via an adequate selection of the initial switch states.en_US
dc.identifier.doi10.1002/eng2.12052en_US
dc.identifier.issn2577-8196
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12885/2046
dc.identifier.volume1en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorGelen, Ayetül
dc.language.isoenen_US
dc.publisherWileyen_US
dc.relation.ispartofENGINEERING REPORTSen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectcombinatory optimizationen_US
dc.subjectcross-entropyen_US
dc.subjectdistribution power systemen_US
dc.subjectloss reductionen_US
dc.subjectreconfigurationen_US
dc.subjecttopologyen_US
dc.titleCross-entropy method for distribution power systems reconfigurationen_US
dc.typeArticleen_US

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