Neuro-fuzzy approach on core resistance estimation at loss minimization control of permanent magnet synchronous motor

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dc.contributor.authorErdoğan, Hüseyin
dc.contributor.authorÖzdemir, Mehmet
dc.date.accessioned2024-04-03T13:19:14Z
dc.date.available2024-04-03T13:19:14Z
dc.date.issued2016en_US
dc.departmentDicle Üniversitesi, Mühendislik Fakültesi, Elektrik Elektronik Mühendisliği Bölümüen_US
dc.description.abstractIron losses are among the most significant losses occurring on the Permanent Magnet Synchronous Motor (PMSM). These losses consume active power and cause heat in the iron core. Due to this behavior, they can be represented by an equivalent resistance to make the computations simple. Determining the equivalent core resistance is also a major problem. Computing these lost power is very difficult especially in dynamic applications because these lost power varies by partial differential equations. This study aims to estimate the dynamic core resistance depended on inconstant operating conditions online, and compare the performance of the motor with dynamic versus fixed core resistance at the designed loss minimization algorithm. In order to obtain this estimation, firstly the finite element calculations have been made for many different operating speeds and lost power values were gathered for each speed. Then corresponding core resistance for each power value has been calculated with the dynamic model of a PMSM. Finally, a Neuro-Fuzzy estimator has been designed by computations on the gathered resistance values to estimate the core resistance for different operating conditions. At the end the obtained results are discussed with respect to feasibility of the system.en_US
dc.identifier.citationErdoğan, H. ve Özdemir, M. (2016). Neuro-fuzzy approach on core resistance estimation at loss minimization control of permanent magnet synchronous motor. Elektronika ir Elektrotechnika, 22(3), 7-12.en_US
dc.identifier.doi10.5755/j01.eie.22.3.15307en_US
dc.identifier.endpage12en_US
dc.identifier.issn1392-1215
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-84975246034en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage7en_US
dc.identifier.urihttps://www.eejournal.ktu.lt/index.php/elt/article/view/15307
dc.identifier.urihttps://hdl.handle.net/11468/13822
dc.identifier.volume22en_US
dc.identifier.wosWOS:000379146400002en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorErdoğan, Hüseyin
dc.language.isoenen_US
dc.publisherKauno Technologijos Universitetasen_US
dc.relation.ispartofElektronika ir Elektrotechnikaen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectEnergy efficiencyen_US
dc.subjectLoss minimization controlen_US
dc.subjectNeuro-fuzzy systemsen_US
dc.subjectPermanent magnet synchronous motorsen_US
dc.titleNeuro-fuzzy approach on core resistance estimation at loss minimization control of permanent magnet synchronous motoren_US
dc.typeArticleen_US

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