Grey clustering based diagnosis of induction motor faults

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dc.contributor.authorSaman, Mehmet
dc.contributor.authorAydin, Ilhan
dc.contributor.authorAkin, Erhan
dc.date.accessioned2026-08-12T16:08:22Z
dc.date.issued2009
dc.departmentFırat Üniversitesi
dc.description2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009 -- 9 April 2009 through 11 April 2009 -- Antalya -- 77539
dc.description.abstractIn this paper, a fault classification method based on grey clustering is proposed for fault detection of induction motors. The amplitudes of rotor frequency related sideband components obtained through fourier transform of one phase stator current are used for broken rotor bar faults. Park's vector components are extracted from three phase motor currents and then new feature is obtained using principal component analysis on park vector components. Obtained features constitute the inputs of grey clustering algorithm. One broken rotor bar, stator faults and stator and multiple faults are diagnosed. ©2009 IEEE.
dc.identifier.doi10.1109/SIU.2009.5136332
dc.identifier.endpage64
dc.identifier.isbn978-142444436-6
dc.identifier.scopus2-s2.0-70350337914
dc.identifier.scopusqualityN/A
dc.identifier.startpage61
dc.identifier.urihttps://doi.org/10.1109/SIU.2009.5136332
dc.identifier.urihttps://hdl.handle.net/11508/41183
dc.indekslendigikaynakScopus
dc.language.isotr
dc.relation.ispartof2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20260511
dc.subjectClustering algorithms; Fault detection; Induction motors; Motors; Parks; Signal processing; Stators; Broken rotor bar; Broken rotor bar fault; Fault classification; Grey clustering; Multiple faults; Park's vector; Phase stators; Rotor frequency; Stator fault; Three phase motor; Vector components; Principal component analysis
dc.titleGrey clustering based diagnosis of induction motor faults
dc.title.alternativeAsenkron motor arizalarinin gri kümeleme tabanli teşhisi
dc.typeConference Object

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