A fault diagnosis approach for roller bearings based on EMD method and AR model
作者： Cheng Junsheng , Yu Dejie , Yang Yu
DOI: 10.1016/J.YMSSP.2004.11.002
关键词:
摘要: … a new fault feature extraction approach based on empirical mode decomposition (EMD) method … approach to extract the fault feature of the vibration signals and the fault pattern can be …
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Goodwin Gc, Payne Rl, Gc Goodwin, Dynamic System Identification: Experiment Design and Data Analysis ,(2012)
C. James Li, Jun Ma, Wavelet decomposition of vibrations for detection of bearing-localized defects NDT & E International. ,vol. 30, pp. 143- 149 ,(1997) , 10.1016/S0963-8695(96)00052-7
C. James Li, S. M. Wu, On-Line Detection of Localized Defects in Bearings by Pattern Recognition Analysis Journal of Engineering for Industry. ,vol. 111, pp. 331- 336 ,(1989) , 10.1115/1.3188768
JING LIN, LIANGSHENG QU, Feature Extraction Based on Morlet Wavelet and its Application for Mechanical Fault Diagnosis Journal of Sound and Vibration. ,vol. 234, pp. 135- 148 ,(2000) , 10.1006/JSVI.2000.2864
W. Gersch, T. Brotherton, S. Braun, Nearest Neighbor-Time Series Analysis Classification of Faults in Rotating Machinery Journal of Vibration and Acoustics-transactions of The Asme. ,vol. 105, pp. 178- 184 ,(1983) , 10.1115/1.3269082
Norden E. Huang, Zheng Shen, Steven R. Long, Manli C. Wu, Hsing H. Shih, Quanan Zheng, Nai-Chyuan Yen, Chi Chao Tung, Henry H. Liu, The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis Proceedings of The Royal Society A: Mathematical, Physical and Engineering Sciences. ,vol. 454, pp. 903- 995 ,(1998) , 10.1098/RSPA.1998.0193
Peter W. Tse, Y. H. Peng, Richard Yam, Wavelet Analysis and Envelope Detection For Rolling Element Bearing Fault Diagnosis—Their Effectiveness and Flexibilities Journal of Vibration and Acoustics. ,vol. 123, pp. 303- 310 ,(2001) , 10.1115/1.1379745
G. T. Zheng, W. J. Wang, A New Cepstral Analysis Procedure of Recovering Excitations for Transient Components of Vibration Signals and Applications to Rotating Machinery Condition Monitoring Journal of Vibration and Acoustics. ,vol. 123, pp. 222- 229 ,(2001) , 10.1115/1.1356696
Norden E. Huang, Zheng Shen, Steven R. Long, A new view of nonlinear water waves: the Hilbert spectrum Annual Review of Fluid Mechanics. ,vol. 31, pp. 417- 457 ,(1999) , 10.1146/ANNUREV.FLUID.31.1.417
Y. Grenier, Time-dependent ARMA modeling of nonstationary signals IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 31, pp. 899- 911 ,(1983) , 10.1109/TASSP.1983.1164152