Advances in Diagnostic Techniques for Induction Machines

被引:817
作者
Bellini, Alberto [1 ]
Filippetti, Fiorenzo [2 ]
Tassoni, Carta [3 ]
Capolino, Gerard-Andre [4 ]
机构
[1] Univ Modena & Reggio Emilia, Dept Sci & Methods Engn, I-42100 Reggio Emilia, Italy
[2] Univ Bologna, Dept Elect Engn, I-40136 Bologna, Italy
[3] Univ Parma, Dept Informat Engn, I-43100 Parma, Italy
[4] Univ Picardie, Dept Elect Engn, F-80025 Amiens, France
关键词
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;
D O I
10.1109/TIE.2008.2007527
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:4109 / 4126
页数:18
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