Dual-scale cascaded adaptive stochastic resonance for rotary machine health monitoring

Journal of Manufacturing Systems

Volumn 32, Issue 4, 2013, Pages 529-535

  Zhao, Rui ^a   Yan, Ruqiang ^b,c   Gao, Robert X ^a  

^a UNIVERSITY OF CONNECTICUT   (United States)

^b XI'AN JIAOTONG UNIVERSITY   (China)

^c SOUTHEAST UNIVERSITY   (China)

Author keywords

Adaptive strategy; Frequency resolution; Noise assisted method; Weak signal detection

Indexed keywords

ADAPTIVE STRATEGY; BEARING FAULT DIAGNOSIS; FREQUENCY CONTENTS; FREQUENCY RESOLUTIONS; NOISE-ASSISTED METHOD; STOCHASTIC RESONANCES; TRADITIONAL TECHNIQUES; WEAK SIGNAL DETECTION;

CIRCUIT RESONANCE; ROTATING MACHINERY; SIGNAL DETECTION;

MAGNETIC RESONANCE;

EID: 84888323450     PISSN: 02786125     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jmsy.2013.05.009     Document Type: Conference Paper

References (29)

1. K. Ranganath, H.H. Samuel, and H.V. William System health monitoring and prognostics - a review of current paradigms and practices International Journal of Advanced Manufacturing Technology 28 2006 1020 1024
2. Z.D. Zhou, Y.P. Chen, J.Y.H. Fuh, and A.Y.C. Nee Integrated condition monitoring and fault diagnosis for modern manufacturing systems CIRP Annals 49 2000 387 390
3. J.T. Luxhoj, J.O. Riis, and U. Thorsteinsson Trends and perspectives in industrial maintenance management Journal of Manufacturing Systems 16 1997 437 453
4. I. Song, J. Bae, and S.Y. Kim Advanced theory of signal detection 2002 Springer New York
5. D.W. Thomas, J. Bae, and S.Y. Kim Elementary signal detection theory 2002 Oxford University Press Inc. New York
6. R. Yan, R. Zhao, and R.X. Gao Noise-assisted data processing in measurement science: part one IEEE Instrumentation and Measurement Magazine 15 2012 41 45
7. X. Godivier, and F. Chapeau Noise-assisted signal transmission in a nonlinear electronic comparator: experiment and theory Signal Processing 56 1996 293 303
8. J.J. Collins, C.C. Carson, and T.I. Thomas Stochastic resonance without tuning Nature Letters 376 1995 234 237
9. R. Benzi, A. Sutera, and A. Vulpiani The mechanism of stochastic resonance Journal of Physics A: Mathematical and General 14 1981 453 457
10. S. Mitaim, and B.K. Bart Adaptive stochastic resonance Proceedings of IEEE 11 1998 2152 2184
11. A.R. Bulsara Threshold detection of wideband signals: a noise-induced maximum in the mutual information Physical Review 3 1996 2185 2188
12. L. Gamm, L.P. Hanggi, P. Jung, and F. Marchesoni Stochastic resonance Reviews of Modern Physics 1 1998 223 287
13. L. Gamm, P. Hanggi, F. Marchesoni, and S. Santucci Stochastic resonance in bistable systems Physical Review Letters 4 1998 349 352
14. Y.G. Leng, T.Y. Wang, Y. Guo, Y.G. Xu, and S.B. Fan Engineering signal processing based on bistable stochastic resonance Mechanical Systems and Signal Processing 21 2007 138 150
15. Y.G. Leng, Y.S. Leng, T.Y. Wang, and Y. Guo Numerical analysis and engineering application of large parameter stochastic resonance Journal of Sound and Vibration 292 2006 788 801
16. J.Y. Tan, X.F. Chen, J.Y. Wang, H.X. Chen, H.G. Cao, and Y.Y. Zi Study of frequency-shifted and re-scaling stochastic resonance and its application to fault diagnosis Mechanical Systems and Signal Processing 3 2009 811 822
17. M. Chen, N. Hu, G. Qin, and M. An Application of parameter-tuning stochastic for detecting early mechanical faults Mechanical Systems and Signal Processing 4 2009 131 135
18. Q.B. He, J. Wang, Y.B. Liu, D.Y. Dai, and F.R. Kong Multi-scale noise tuning of stochastic resonance for enhanced fault diagnosis in rotating machines Mechanical Systems and Signal Processing 2 2012 443 457
19. A.S. Asdi, and A.H. Tewfik Detection of weak signal using adaptive stochastic resonance IEEE Transactions on Acoustics Speech and Signal Processing 2 1995 1332 1335
20. B. Kosko, S. Mitaim, and K. Luang Robust stochastic resonance: signal detection and adaptation in impulsive noise Physical Review E 64 2001 1110 1121
21. V.P. Rallabandi, and P.K. Roy Magnetic resonance image enhancement using stochastic resonance in Fourier domain Magnetic Resonance Imaging 28 2010 1361 1373
22. Q. Li, T.Y. Wang, Y.G. Leng, W. Wang, and G.F. Wang Engineering signal processing based on adaptive step-changed stochastic resonance Mechanical Systems and Signal Processing 4 2007 2267 2279
23. J.Y. Tan, X.F. Chen, and Z.J. He Impact signal detection method with adaptive stochastic resonance Journal of Mechanical Engineering 46 2006 2267 2279
24. B. McNamara, and K. Wiesenfeld Theory of stochastic resonance Physical Review A 9 1997 4854 4869
25. K. Lindenberg, L. Ramirez, and J. Sancho Insight toward the first-passage time in a bistable potential with highly colored noise Physical Review A 7 1989 4157 4161
26. T.C. Gard Introduction to stochastic differential equations 1998 Marcel-Dekker New York
27. < http://www.eecs.cwru.edu/laboratory/bearing/download.html > (accessed 17.11.12).
28. C. Wang, and R.X. Gao Wavelet transform with spectral post-processing for enhanced feature extraction IEEE Transactions on Instrumentation and Measurement 4 2003 1296 1301
29. R.X. Gao, and R. Yan Wavelets: theory and application for manufacturing 2011 Springer New York