Time-frequency manifold correlation matching for periodic fault identification in rotating machines

Journal of Sound and Vibration

Volumn 332, Issue 10, 2013, Pages 2611-2626

  He, Qingbo ^a   Wang, Xiangxiang ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION MATCHING; IMAGE TEMPLATE MATCHING; NOISE SUPPRESSION; SMOOTHED PSEUDO WIGNER VILLE DISTRIBUTION; TIME FREQUENCY DOMAIN; TIME FREQUENCY MANIFOLDS (TFM); TIME-FREQUENCY DISTRIBUTIONS; TRANSIENT IMPULSE;

FAULT DETECTION; IMAGE PROCESSING; ROTATING MACHINERY; TEMPLATE MATCHING;

IMAGE MATCHING;

EID: 84875473802     PISSN: 0022460X     EISSN: 10958568     Source Type: Journal    
DOI: 10.1016/j.jsv.2012.12.021     Document Type: Article

References (30)

1. P.W. Tse, Y.H. Peng, and R. Yam Wavelet analysis and envelope detection for rolling element bearing fault diagnosis - their effectiveness and flexibilities ASME Journal of Vibration and Acoustics 123 2001 303 310
2. J. Antoni, and R.B. Randall The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines Mechanical Systems and Signal Processing 20 2006 308 331
3. R. Yan, and R.X. Gao Harmonic wavelet-based data filtering for enhanced machine defect identification Journal of Sound and Vibration 29 2010 3203 3217
4. Q. He, Y. Liu, and F. Kong Machine fault signature analysis by midpoint-based empirical mode decomposition Measurement Science and Technology 22 2011 015702
5. J. Lin, and Q. Liang Feature extraction based on Morlet wavelet and its application for mechanical fault diagnosis Journal of Sound and Vibration 234 1 2000 135 148
6. Q. He, Z.H. Feng, and F. Kong Detection of signal transients using independent component analysis and its application in gearbox condition monitoring Mechanical Systems and Signal Processing 21 2007 2056 2071
7. P.D. McFadden A technique for calculating the time domain averages of the vibration of the individual planet gears and the sun gear in an epicyclic gearbox Journal of Sound and Vibration 144 1 1991 163 172
8. W. Wu, J. Lin, S. Han, and X. Ding Time domain averaging based on fractional delay filter Mechanical Systems and Signal Processing 23 5 2009 1447 1457
9. Z.K. Peng, F.L. Chu, and P.W. Tse Detection of the rubbing-caused impacts for rotor-stator fault diagnosis using reassigned scalogram Mechanical Systems and Signal Processing 19 2 2005 391 409
10. Z. Feng, and F. Chu Application of atomic decomposition to gear damage detection Journal of Sound and Vibration 302 2007 138 151
11. Z.K. Zhu, R. Yan, L. Luo, Z.H. Feng, and F.R. Kong Detection of signal transients based on wavelet and statistics for machine fault diagnosis Mechanical Systems and Signal Processing 23 2009 1076 1097
12. K. Zhao, H. Gong, S. Wang, W. Huang, Z. Zhu, The elimination of cross-terms based on the fusion of time-frequency features and its application in machine fault diagnosis, Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, Hangzhou, China, 10-12 May 2011.
13. Q. He, Y. Liu, Q. Long, and J. Wang Time-frequency manifold as a signature for machine health diagnosis IEEE Transactions on Instrumentation and Measurement 61 5 2012 1218 1230
14. J.K. Hammond, and P.R. White The analysis of non-stationary signals using time-frequency methods Journal of Sound and Vibration 190 1996 419 447
15. A.L. Ratan, W.E.L. Grimson, and W.M. Wells III Object detection and localization by dynamic template warping Ineternaional Journal of Computer Vision 36 2000 131 147
16. D.-M. Tsai, and C.-H. Yang A quantile-quantile plot based pattern matching for defect detection Pattern Recognition Letters 26 2005 1948 1962
17. R. Brunelli, and T. Poggio Face recognition: features versus templates IEEE Transactions on Pattern Analysis and Machine Intelligence 15 1993 1042 1052
18. J.H. Kim, H.S. Cho, and S. Kim Pattern classification of solder joint images using a correlation neural network Engineering Applications of Artificial Intelligence 9 1996 655 669
19. M.-C. Chang, C.-S. Fuh, and H.-Y. Chen Fast search algorithms for industrial inspection International Journal of Pattern Recognition and Artificial Intelligence 15 2001 675 690
20. S. Qian Introduction to Time-frequency and Wavelet Transforms 2005 China Machine Press Beijing
21. A. Papandreou-Suppappola Applications in Time-frequency Signal Processing 2003 CRC Press Boca Raton, Florida
22. L. Cao Practical method for determining the minimum embedding dimension of a scalar time series Physica D 110 1997 43 50
23. Z. Zhang, and H. Zha Principal manifolds and nonlinear dimensionality reduction via tangent space alignment SIAM Journal on Scienctific Computing 26 2005 313 338
24. R.C. Gonzalez, and R.E. Woods Digital Image Processing 2nd ed. 2002 Publishing House of Electronics Industry Beijing, China
25. S. Mallat A Wavelet Tour of Signal Processing 2nd ed. 2003 China Machine Press Beijing, China
26. R.A. Carmona, W.L. Hwang, and B. Torrésani Characterization of signals by the ridges of their wavelet transforms IEEE Transactions on Signal Processing 45 1997 2586 2590
27. N. Delprat, B. Escudié, P. Guillemain, R. Kronland-Martinet, Ph. Tchamitchian, and B. Torrésani Asymptotic wavelet and gabor analysis: extraction of instantaneous frequencies IEEE Transactions on Information Theory 38 1992 644 664
28. R.A. Carmona, W.L. Hwang, and B. Torrésani Multiridge detection and time-frequency reconstruction IEEE Transactions on Signal Processing 47 1999 480 492
29. H. Liu, A.N. Cartwright, and C. Basaran Moiré interferogram phase extraction: a ridge detection algorithm for continuous wavelet transforms Applied Optics 43 2004 850 857
30. 〈http://www.eecs.case.edu/laboratory/bearing〉 (accessed 01.04.11).