Matching pursuit of an adaptive impulse dictionary for bearing fault diagnosis

Journal of Sound and Vibration

Volumn 333, Issue 10, 2014, Pages 2840-2862

  Cui, Lingli ^a   Wang, Jing ^a   Lee, Seungchul ^b  

^a BEIJING UNIVERSITY OF TECHNOLOGY   (China)

^b UNIVERSITY OF MICHIGAN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FAILURE ANALYSIS; FAULT DETECTION; GENETIC ALGORITHMS; SIGNAL PROCESSING; VIBRATION ANALYSIS;

ADAPTIVE MATCHING PURSUITS; BEARING FAULT DIAGNOSIS; CHARACTERISTICS AND MECHANISMS; HIGHER EFFICIENCY; MATCHING PURSUIT ALGORITHMS; ROLLING BEARING VIBRATION; SIMULATED SIGNALS; SPARSE DECOMPOSITION;

ROLLER BEARINGS;

EID: 84894107471     PISSN: 0022460X     EISSN: 10958568     Source Type: Journal    
DOI: 10.1016/j.jsv.2013.12.029     Document Type: Article

References (29)

1. R. Klein, D. Ingman, and S. Braun Non-stationary signals: phase-energy approach-theory and simulations Mechanical Systems and Signal Processing 15 6 2001 1061 1089
2. R. Yan, R. Gao, and X. Chen Wavelets for fault diagnosis of rotary machines: a review with applications Signal Processing 2013 10.1016/j.sigpro. 2013.1004.1015i
3. S.S. Wang, W. Huang, and Z. Zhu Transient modeling and parameter identification based on wavelet and correlation filtering for rotating machine fault diagnosis Mechanical Systems and Signal Processing 25 4 2011 1299 1320
4. Z. Zhu, R. Yan, L. Luo, Z. Feng, and F. Kong Detection of signal transients based on wavelet and statistics for machine fault diagnosis Mechanical Systems and Signal Processing 15 4 2009 1076 1097
5. N. Baydar, and A. Ball A comparative study of acoustic and vibration signals in detection of gear failures using Wigner-Ville distribution Mechanical Systems and Signal Processing 15 6 2001 1091 1107
6. Q.B. He, and X.X. Wang Time-frequency manifold correlation matching for periodic fault identification in rotating machines Journal of Sound and Vibration 332 2013 2611 2626
7. Y. Yang, D. JYu, and J.S. Cheng A roller bearing fault diagnosis method based on EMD energy entropy and ANN Journal of Sound and Vibration 294 2006 269 277
8. Z.K. Peng, Peter W. Tse, and F.L. Chu An improved Hilbert-Huang transform and its application in vibration signal analysis Journal of Sound and Vibration 286 2005 187 205
9. K. Jiang, G. Xu, L. Ling, G. Zhao, and T.A. Tao Quantitative diagnosis method for rolling element bearing using signal complexity and morphology filtering Journal of Vibroengineering 14 4 2012 1862 1875
10. S. Mallat, and Z. Zhang Matching pursuit with time-frequency dictionaries IEEE Transactions on Signal Processing 41 12 1993 3397 3415
11. M.R. McClure, and L. Carin Matching pursuits with a wave-based dictionary IEEE Transactions on Signal Processing 45 12 1997 2912 2927
12. S. Chen, D. Donoho, and M. Saunders Atomic decomposition by basis pursuit SIAM Review 43 1 2001 129 159
13. J. Starck, M. Elad, and D. Donoho Redundant multiscale transforms and their application for morphological component analysis Advances in Imaging and Electron Physics 132 2004 287 348
14. A. Lobo, and P. Loizou Voiced/unvoiced speech discrimination in noise using Gabor atomic decomposition IEEE International Conference on Acoustics Speech, and Signal Processing, Hong Kong 1 2003 820 823
15. J.L. Starck, M. Elad, and D. Donoho Image decomposition via the combination of sparse representation and a variational approach IEEE Transactions on Image Processing 14 10 2005 1570 1582
16. R. Gribonval Fast matching pursuit with a multiscale dictionary of Gaussian chirps IEEE Transactions on Signal Processing 49 5 2001 994 1001
17. P. Vera-Candeas, N. Ruiz-Reyes, M. Rosa-Zurera, D. Martinez-Munoz, and F. Lopez-Ferreras Transient modeling by matching pursuits with a wavelet dictionary for parametric audio coding IEEE Signal Processing Letter 11 3 2004 349 352
18. X. Fei, Q. Meng, and Z. He Signal decomposition with matching pursuits and technology of extracting machinery fault feature based on impulse time-frequency atom Journal of Vibration and Shock 22 2 2003 26 29
19. W. Pi, D. Yu, and F. Peng Generalized demodulation method based on multi-scale chirplet and sparse signal decomposition and its application to gear fault diagnosis Journal of Mechanical Engineering 46 2010 59 64
20. H. Yang, J. Mathew, and L. Ma Fault diagnosis of rolling element bearings using basis pursuit Mechanical Systems and Signal Processing 19 2005 341 356
21. X. Liu, B. Lin, X. He, and V. Martin Application of correlation matching for automatic bearing fault diagnosis Journal of Sound and Vibration 332 26 2012 5838 5852
22. G. Wang, M. Li, J. Yang, and J. Xu Fault pattern recognition of rolling bearings based on characteristic waveform sparse matching Journal of University of Science and Technology 32 3 2010 390 396
23. Z. Feng, and F. Chu Application of atomic decomposition to gear damage detection Journal of Sound and Vibration 302 2007 138 151
24. Y. Qin, Y. Mao, and B. Tang Vibration signal component separation by iteratively using basis pursuit and its applicaton in mechanical fault detection Journal of Sound and Vibration 332 2013 5217 5235
25. I.W. Selesnick Resonance-based signal decomposition: A new sparsity-enabled signal analysis method Signal Processing 91 12 2011 2793 2809
26. Q. Feng, D. Yu, and J. Luo Sparse signal decomposition method based on multi-scale chirplet and its application to the fault diagnosis of gearboxes Mechanical Systems and Signal Processing 25 2 2011 549 557
27. W. Liang, P. Que, L. Chen, and H. Lei Residual ratio iteration termination condition for MP method Journal of Shanghai Jiaotong University 44 2010 171 175
28. L. Cui, C. Kang, H. Wang, and P. Chen Application of composite dictionary multi-atom matching in gear fault diagnosis Sensors (Basel) 11 6 2011 5981 6002
29. G. Cai, X. Chen, and Z. He Sparsity-enabled signal decomposition using tunable Q-factor wavelet transform for fault feature extraction of gearbox Mechanical Systems and Signal Processing 41 2013 34 53