An Improved Particle Swarm Optimization Algorithm Using Eagle Strategy for Power Loss Minimization

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dc.contributor.authorYapici, Hamza
dc.contributor.authorCetinkaya, Nurettin
dc.date.accessioned2020-03-26T19:33:48Z
dc.date.available2020-03-26T19:33:48Z
dc.date.issued2017
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractThe power loss in electrical power systems is an important issue. Many techniques are used to reduce active power losses in a power system where the controlling of reactive power is one of the methods for decreasing the losses in any power system. In this paper, an improved particle swarm optimization algorithm using eagle strategy (ESPSO) is proposed for solving reactive power optimization problem to minimize the power losses. All simulations and numerical analysis have been performed on IEEE 30-bus power system, IEEE 118-bus power system, and a real power distribution subsystem. Moreover, the proposed method is tested on some benchmark functions. Results obtained in this study are compared with commonly used algorithms: particle swarm optimization (PSO) algorithm, genetic algorithm (GA), artificial bee colony (ABC) algorithm, firefly algorithm (FA), differential evolution (DE), and hybrid genetic algorithm with particle swarm optimization (hGAPSO). Results obtained in all simulations and analysis show that the proposed method is superior and more effective compared to the other methods.en_US
dc.identifier.doi10.1155/2017/1063045en_US
dc.identifier.issn1024-123Xen_US
dc.identifier.issn1563-5147en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://dx.doi.org/10.1155/2017/1063045
dc.identifier.urihttps://hdl.handle.net/20.500.12395/34787
dc.identifier.wosWOS:000398472600001en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherHINDAWI LTDen_US
dc.relation.ispartofMATHEMATICAL PROBLEMS IN ENGINEERINGen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.titleAn Improved Particle Swarm Optimization Algorithm Using Eagle Strategy for Power Loss Minimizationen_US
dc.typeArticleen_US

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