Incipient gear box fault diagnosis using discrete wavelet transform (DWT) for feature extraction and classification using artificial neural network (ANN)
作者： N. Saravanan , K.I. Ramachandran
DOI: 10.1016/J.ESWA.2009.11.006
关键词:
摘要: … faults in a gear box. It is shown that the transform provides a powerful tool for condition monitoring and fault diagnosis… In this paper fault diagnostics of spur bevel gear box is treated as a …
acm.org
elsevier.com
sci-hub.se 参考文章(16)
W J Wang, P D McFadden, Application of the Wavelet Transform to Gearbox Vibration Analysis Publ by ASME, New York, NY, United States. ,(1993)
GR Sabareesh, Sugumaran, K. I. Ramachandran, Fault diagnosis of a taper roller bearing through histogram features and proximal support vector machines ieee international conference on signal and image processing. ,(2006)
J. M. Combes, A. Grossmann, Philippe Tchamitchian, Wavelets : time-frequency methods and phase space : proceedings of the international conference, Marseille, France, December 14-18, 1987 Springer-Verlag. ,(1989)
J. R. Quinlan, Improved use of continuous attributes in C4.5 Journal of Artificial Intelligence Research. ,vol. 4, pp. 77- 90 ,(1996) , 10.1613/JAIR.279
S.R. Gunn, Support Vector Machines for Classification and Regression s.n.. ,(1998)
Bao Liu, Shih-Fu Ling, Qingfeng Meng, Machinery Diagnosis Based on Wavelet Packets Journal of Vibration and Control. ,vol. 3, pp. 5- 17 ,(1997) , 10.1177/107754639700300102
B. SAMANTA, K.R. AL-BALUSHI, ARTIFICIAL NEURAL NETWORK BASED FAULT DIAGNOSTICS OF ROLLING ELEMENT BEARINGS USING TIME-DOMAIN FEATURES Mechanical Systems and Signal Processing. ,vol. 17, pp. 317- 328 ,(2003) , 10.1006/MSSP.2001.1462
K. Mori, N. Kasashima, T. Yoshioka, Y. Ueno, Prediction of spalling on a ball bearing by applying the discrete wavelet transform to vibration signals Wear. ,vol. 195, pp. 162- 168 ,(1996) , 10.1016/0043-1648(95)06817-1
Jesús Manuel Fernández Salido, Shuta Murakami, A comparison of two learning mechanisms for the automatic design of fuzzy diagnosis systems for rotating machinery Applied Soft Computing. ,vol. 4, pp. 413- 422 ,(2004) , 10.1016/J.ASOC.2004.02.004
Zhi Ke Peng, FL Chu, None, Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography Mechanical Systems and Signal Processing. ,vol. 18, pp. 199- 221 ,(2004) , 10.1016/S0888-3270(03)00075-X