DocumentCode
1040831
Title
On the Use of a Lower Sampling Rate for Broken Rotor Bar Detection With DTFT and AR-Based Spectrum Methods
Author
Ayhan, Bulent ; Trussell, H. Joel ; Chow, Mo-Yuen ; Song, Myung-Hyun
Author_Institution
North Carolina State Univ., Raleigh
Volume
55
Issue
3
fYear
2008
fDate
3/1/2008 12:00:00 AM
Firstpage
1421
Lastpage
1434
Abstract
Broken rotor bars in an induction motor create asymmetries and result in abnormal amplitude of the sidebands around the fundamental supply frequency and its harmonics. Motor current signature analysis (MCSA) techniques are applied to inspect the spectrum amplitudes at the broken rotor bar specific frequencies for abnormality and to decide about broken rotor bar fault detection and diagnosis. In this paper, we have demonstrated with experimental results that the use of a lower sampling rate with a digital notch filter is feasible for MCSA in broken rotor bar detection with discrete-time Fourier transform and autoregressive-based spectrum methods. The use of the lower sampling rate does not affect the performance of the fault detection, while requiring much less computation and low cost in implementation, which would make it easier to implement in embedded systems for motor condition monitoring.
Keywords
Fourier transforms; autoregressive processes; bars; condition monitoring; discrete transforms; embedded systems; fault diagnosis; fault location; induction motors; rotors; autoregressive-based spectrum methods; broken rotor bar detection; digital notch filter; discrete-time Fourier transform; embedded systems; fault detection; fault diagnosis; induction motor; lower sampling rate; motor condition monitoring; motor current signature analysis; spectrum amplitudes; Broken Rotor Bar; Broken rotor bar; Fault Diagnosis; Induction Motors; MCSA; Spectral Analysis; fault diagnosis; induction motors; motor current signature analysis (MCSA); spectral analysis;
fLanguage
English
Journal_Title
Industrial Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0278-0046
Type
jour
DOI
10.1109/TIE.2007.896522
Filename
4435192
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