DETERMINATION OF INDUCTION MOTOR PARAMETERS BY DIFFERENTIAL EVOLUTION ALGORITHM AND GENETIC ALGORITHMS

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dc.contributor.authorCunkas, Mehmet
dc.contributor.authorSag, Tahir
dc.contributor.authorAslan, Mustafa
dc.date.accessioned2020-03-26T17:38:12Z
dc.date.available2020-03-26T17:38:12Z
dc.date.issued2009
dc.departmentSelçuk Üniversitesien_US
dc.description2nd International Conference on Advanced Computer Theory and Engineering (ICACTE 2009) -- SEP 25-27, 2009 -- Cairo, EGYPTen_US
dc.description.abstractIn this paper, two algorithms, Differential Evolution Algorithm (DEA) and Genetic Algorithms (GAs), are applied to the offline identification of induction motor parameters. DEA is compared with the prediction errors and the genetic algorithm via determination parameters using nameplate data like starting torque, breakdown torque, and full-load torque in two different cases. Consequently, it is seen that DEA can be find more precise parameter values than the genetic algorithm and especially convergences to global optimum not to be stuck local optimum.en_US
dc.description.sponsorshipIACSIT Comp Theory & Engn Soc, Modeling & Simulat Soc, IACSITen_US
dc.identifier.endpage784en_US
dc.identifier.isbn978-0-79180-297-7
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage777en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/23406
dc.identifier.wosWOS:000271545700094en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherAMER SOC MECHANICAL ENGINEERSen_US
dc.relation.ispartofPROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING (ICACTE 2009), VOLS 1 AND 2en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectInduction motoren_US
dc.subjectParameter identificationen_US
dc.subjectGenetic Algorithmsen_US
dc.subjectDifferential evolution algorithmen_US
dc.titleDETERMINATION OF INDUCTION MOTOR PARAMETERS BY DIFFERENTIAL EVOLUTION ALGORITHM AND GENETIC ALGORITHMSen_US
dc.typeConference Objecten_US

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