DocumentCode
2402654
Title
Mechanical load fault detection in induction motors by stator current time-frequency analysis
Author
Blödt, Martin ; Faucher, Jean ; Dagues, Bruno ; Chabert, Marie
Author_Institution
Laboratoire d´´Electrotechnique et d´´Electronique Industrielle, CNRS, Toulouse
fYear
2005
fDate
15-15 May 2005
Firstpage
1881
Lastpage
1888
Abstract
This paper examines the detection of mechanical faults in induction motors by stator current analysis. Mechanical faults lead generally to periodic load torque oscillations. The influence of the torque oscillations on the induction motor stator current is studied. The mechanical fault results in a sinusoidal phase modulations of the stator current. Based on these assumptions, several signal processing methods suitable for stator current signature analysis are discussed: classical spectral analysis, instantaneous frequency estimation and time-frequency analysis using the Wigner distribution. Experimental and simulation results validate the theoretical approach
Keywords
Wigner distribution; fault location; frequency estimation; induction motors; phase modulation; stators; time-frequency analysis; torque; Wigner distribution; frequency estimation; induction motors; mechanical load fault detection; periodic load torque oscillations; signal processing methods; sinusoidal phase modulations; spectral analysis; stator current signature analysis; time-frequency analysis; Fault detection; Frequency estimation; Induction motors; Phase modulation; Signal analysis; Signal processing; Spectral analysis; Stators; Time frequency analysis; Torque;
fLanguage
English
Publisher
ieee
Conference_Titel
Electric Machines and Drives, 2005 IEEE International Conference on
Conference_Location
San Antonio, TX
Print_ISBN
0-7803-8987-5
Electronic_ISBN
0-7803-8988-3
Type
conf
DOI
10.1109/IEMDC.2005.195977
Filename
1531595
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