Detection of bearing faults using haar wavelets

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Volumn E89-A, Issue 3, 2006, Pages 757-763

  Kahaei, Mohammad Hossein ^a   Torbatian, Mehdi ^a   Poshtan, Javad ^a  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

Author keywords

Bearing fault detection; Haar wavelet; Singular points detection

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; COST EFFECTIVENESS; DATA ACQUISITION; SIGNAL PROCESSING;

BEARING FAULT DETECTION; HAAR WAVELET; SINGULAR POINTS DETECTION;

ELECTRIC FAULT CURRENTS;

EID: 33645746637     PISSN: 09168508     EISSN: 17451337     Source Type: Journal    
DOI: 10.1093/ietfec/e89-a.3.757     Document Type: Article

References (10)

1. L. Eren and J. Devany, "Motor bearing damage detection via wavelet analysis of the starting current transient," IEEE Instrumentation and Measurement Tech Conf, Budapest, May 2001.
2. A. Barber, Hand Book of Noise and Vibration Control, Elsevier, Advanced Technology, 2002.
3. D.L. Donoho, "De-noising by soft-thresholding," IEEE Trans. Inf. Theory, vol.41, no.3, pp.613-627, May 1995.
4. D.L. Donoho and I.M. Jonestone, "Ideal spatial adaptation via wavelet shrinkage," Biometrica, vol.81, pp.425-455, 1994.
5. B. Geropp, "Envelop analysis - A signal analysis technique for early detection and isolation of machine faults," In ACIDA GmbH, Kaiserstr, 100 D-52134 Herzogenrth, Germany, 1998.
6. J. Lin and L. Qu, "Feature extraction based on Morlet wavelet and its application for mechanical fault diagnosis," Journal of Sound and Vibration, vol.243, no.1, pp.135-148, 2000.
7. S. Mallat, A Wavelet Tour of Signal Processing, Academic Press, 1998.
8. S. Mallat and W.L. Hwang, "Singularity detection and processing with wavelets," IEEE Trans. Inf. Theory, vol.38, no.2, pp.617-643, March 1992.
9. R.R. Schoen, T.G. Habetler, F. Kamran, and R.G. Bartheld, "Motor bearing damage detection using stator current monitoring," IEEE Trans. Ind. Appl., vol.31, no.6, pp.1274-1279, Nov./Dec. 1995.
10. H. Guo, Theory and application of the shift-invariant, time-varying and undecimated wavelet transform, Master's Thesis, Rice University, 1995.