Determination of induction motor parameters with differential evolution algorithm

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dc.contributor.authorArslan, Mustafa
dc.contributor.authorCunkas, Mehmet
dc.contributor.authorSag, Tahir
dc.date.accessioned2020-03-26T18:24:44Z
dc.date.available2020-03-26T18:24:44Z
dc.date.issued2012
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractIn this study, the determination of equivalent circuit parameters of induction motors is carried out with differential evolution algorithm (DEA) and genetic algorithm (GA). As an objective function in the algorithms, the sum torque error at zero speed, pull-out, and rated speed is used. The determination of equivalent circuit parameters is performed with three induction motors of 2.2, 5.5, and 37 kW. In particular, the search ability of DEA is compared with GA by using the same population size, number of iteration, and crossover rate. In addition, the effects of the obtained equivalent circuit parameters on induction motors characteristics are investigated and presented with graphics. The results show that the use of DEA instead of GA increases the convergence sensitivity and reduces the simulation time.en_US
dc.identifier.doi10.1007/s00521-011-0612-8en_US
dc.identifier.endpage2004en_US
dc.identifier.issn0941-0643en_US
dc.identifier.issn1433-3058en_US
dc.identifier.issue8en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1995en_US
dc.identifier.urihttps://dx.doi.org/10.1007/s00521-011-0612-8
dc.identifier.urihttps://hdl.handle.net/20.500.12395/27898
dc.identifier.volume21en_US
dc.identifier.wosWOS:000309878400019en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSPRINGER LONDON LTDen_US
dc.relation.ispartofNEURAL COMPUTING & APPLICATIONSen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectInductions motoren_US
dc.subjectParameter determinationen_US
dc.subjectDifferential evolution algorithmen_US
dc.subjectGenetic algorithmen_US
dc.titleDetermination of induction motor parameters with differential evolution algorithmen_US
dc.typeArticleen_US

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