Gearbox fault diagnosis based on wavelet-AR model

Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, ICMLC 2007

Volumn 2, Issue , 2007, Pages 1061-1065

  Zhou, Gui Hong ^a,b   Zuo, Chun Cheng ^a   Wang, Jia Zhong ^b   Liu, Shu Xia ^b  

^a JILIN UNIVERSITY   (China)

^b AGRICULTURAL UNIVERSITY OF HEBEI   (China)

Author keywords

Fault diagnosis; FFT algorithm; Gearbox; Wavelet AR model

Indexed keywords

ALGORITHMS; FAST FOURIER TRANSFORMS; GEARS; MATHEMATICAL MODELS; WAVELET TRANSFORMS;

GEARBOX; SPECTRUM ESTIMATION;

FAILURE ANALYSIS;

EID: 37849026776     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2007.4370300     Document Type: Conference Paper

References (7)

1. A. Antoniadis, D.Leporini, J.C.Pesquet, "Wavelet thresholding for some classes of non-Gaussian noise", Statistica Neerlandica, Vol 56, No.4, pp.434-453, 2002.
2. Z.Peng, F.Chu, U.He, "Vibration signal analysis and feature extraction based on re-assigned wavelet scalogram", Journal of Sound and Vibration, Vol. 253, No.5, pp.1087-1100, 2002.
3. J.Ling, L.Qu, "Feature extraction based on Morlet wavelet and its application for mechanical fault diagnosis", Journal of Sound and Vibration, Vol. 234, No.1, pp.135-148, 2000.
4. S. Sardy, P. Tseng, A. Bruce, "Robust wavelet denosing", IEEE Transactions on Signal Processing, Vol.49, No.6, pp.1146-1152, 2001.
5. Y. Shao, H. Kumehara, K. Nezu, "Bearing fault diagnosticusing wavelet transforms", Transactions of the Japan Society of Mechanical Engineers, Series C, Vol. 69, No.687, pp. 2957 - 2969, 2003.
6. J.D. Wu, J.C. Chen. "Continuous wavelet transform technique for fault signal diagnosis of internal combustion engines", NDT&E International, Vol. 39, pp. 304-311, 2006.
7. Lin J, Zuo MJ. "Gearbox fault diagnosis using adaptive wavelet filter",Mech Syst Signal Process, Vol. 17, No.6, pp.1259-1269, 2003.