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- W2187151056 abstract "Thepaper aimstoanalyze threedifferent spectral decomposition methods applied tothestator current ofinduction machines todetect rotorbrokenbars, namelyWelch,Burgand Multiple Signal Classification (MUSIC).Eachofthesemethods isbasedon different conceptsofpower spectral estimation: nonparametric, parametric andeigenvalue decomposition, re- spectively. The frequency resolution, variance anddetection capability are different foreachmethodaccording tothesetof parameters used. Thepaper alsoaimstodetermine whichmethod isbestsuited fortheimplementation inautomated fault detection systems. Theevaluation isbasedon thesampled currenttaken on a prototype machine runningunderdifferent loadandfaulty conditions. Theeffect ofthemain parameters ofeachmethodon thecapacity todetect faults isalsoevaluated andcompared. The comparison isperformed considering theability todiscriminate fault related frequencies inthecorresponding power spectrum. Different windowtypes, windowlength, overlap and sampling frequency are analyzed andcompared." @default.
- W2187151056 created "2016-06-24" @default.
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- W2187151056 date "2006-01-01" @default.
- W2187151056 modified "2023-09-26" @default.
- W2187151056 title "Application oftheWelch, Burg and MUSIC MethodstotheDetection ofRotorCage Faults of Induction Motors" @default.
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