DocumentCode
2454654
Title
A new algorithm for transient motor current signature analysis using wavelets
Author
Douglas, H. ; Pillay, P. ; Ziarani, A.K.
Author_Institution
Dept. of Electr. Eng., Cape Town Univ., Rondebosch, South Africa
Volume
2
fYear
2003
fDate
12-16 Oct. 2003
Firstpage
911
Abstract
A new algorithm is introduced for motor current signature analysis of induction machines operating during transients. The algorithm is able to extract the amplitude, phase and frequency of a single sinusoid embedded in a nonstationary waveform. The algorithm is applied to the detection of broken rotor bars in induction machines during startup transients. The fundamental component of current, which varies in amplitude, phase and frequency, is extracted using the algorithm. The residual current is then analyzed using wavelets for the detection of broken rotor bars. This method of condition monitoring does not require parameters such as speed or number of rotor bars, is not load dependent and can be applied to motors that operate continuously in the transient mode e.g. wind generators or motor operated valves.
Keywords
asynchronous machines; condition monitoring; fault location; rotors; signal processing; starting; transient analysis; wavelet transforms; 11 kW; broken rotor bars detection; condition monitoring; induction machines; motor operated valves; nonstationary waveform; residual current; startup transients; transient motor current signature analysis; wavelets; wind generators; Algorithm design and analysis; Bars; Condition monitoring; Frequency; Induction machines; Induction motors; Rotors; Transient analysis; Valves; Wavelet analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Industry Applications Conference, 2003. 38th IAS Annual Meeting. Conference Record of the
Print_ISBN
0-7803-7883-0
Type
conf
DOI
10.1109/IAS.2003.1257643
Filename
1257643
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