Journal
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
Volume 55, Issue 12, Pages 4109-4126Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIE.2008.2007527
Keywords
Adaptive signal processing; artificial intelligence (AI); bearings; diagnostic reasoning; fault diagnosis; Fourier transforms; fuzzy neural networks; induction machines; induction motor drives; induction motor protection; industrial power system maintenance; pattern recognition; signal processing; time-frequency analysis; wavelet transforms
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This paper investigates diagnostic techniques for electrical machines with special reference to induction machines and to papers published in the last ten years. A comprehensive list of references is reported and examined, and research activities classified into four main topics: 1) electrical faults; 2) mechanical faults; 3) signal processing for analysis and monitoring; and 4) artificial intelligence and decision-making techniques.
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