An effective real coded GA based fuzzy controller for speed control of a BLDC motor without speed sensor

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dc.contributor.authorAydogdu, Omer
dc.contributor.authorAkkaya, Ramazan
dc.date.accessioned2020-03-26T18:13:44Z
dc.date.available2020-03-26T18:13:44Z
dc.date.issued2011
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractIn. this study, an effective Real Coded Genetic Algorithm (GA) based optimal fuzzy controller is proposed. The fuzzy controller is used for sensorless speed control of a Brushless DC (BLDC) motor in DSP based application system. The advantages of adopting a real coded GA for the design and optimization of fuzzy controllers, which have a great deal of design and optimization parameters, are analyzed. Having accomplished optimization of developed fuzzy control system, a multi-objective performance index has been defined and it has been used as an objective function to be minimized in the real coded GA. Thus, the system can obtain optimal design parameters in a short time without the need of an expert assistance. Convergence of the control system performance index and speed responses of the BLDC motor have been provided as a result of study. The obtained results indicate that there is close agreement between simulation and experimental results.en_US
dc.description.sponsorshipSelcuk UniversitySelcuk University [2003/051]en_US
dc.description.sponsorshipThis study was supported by Selcuk University Scientific Research Projects (BAP) Support Fund under contact number 2003/051.en_US
dc.identifier.doi10.3906/elk-0907-122en_US
dc.identifier.endpage430en_US
dc.identifier.issn1300-0632en_US
dc.identifier.issn1303-6203en_US
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage413en_US
dc.identifier.urihttps://dx.doi.org/10.3906/elk-0907-122
dc.identifier.urihttps://hdl.handle.net/20.500.12395/26108
dc.identifier.volume19en_US
dc.identifier.wosWOS:000291757200008en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.publisherTUBITAK SCIENTIFIC & TECHNICAL RESEARCH COUNCIL TURKEYen_US
dc.relation.ispartofTURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCESen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectFuzzy controlen_US
dc.subjectReal Coded GAen_US
dc.subjectPerformance indexen_US
dc.subjectBLDC motoren_US
dc.subjectDSPen_US
dc.subjectSensorless Controlen_US
dc.titleAn effective real coded GA based fuzzy controller for speed control of a BLDC motor without speed sensoren_US
dc.typeArticleen_US

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