Vibration analysis of rotating machinery using time-frequency analysis and wavelet techniques

Mechanical Systems and Signal Processing

Volumn 25, Issue 6, 2011, Pages 2083-2101

  Al Badour, F ^a   Sunar, M ^a   Cheded, L ^a  

^a KING FAHD UNIVERSITY OF PETROLEUM AND MINERALS   (Saudi Arabia)

Author keywords

Rotating machinery; Short time Fourier transform; Vibration signal; Wavelet packet; Wavelet transform; Windowing

Indexed keywords

ANALYSIS TECHNIQUES; CONTINUOUS WAVELET; DIAGNOSTIC TOOLS; ELECTRICAL MOTORS; FAST START-UP; MOTHER WAVELETS; NON-STATIONARY ENVIRONMENT; NONSTATIONARY DATA; NONSTATIONARY SIGNALS; NOVEL ALGORITHM; OPERATIONAL CONDITIONS; SHORT TIME FOURIER TRANSFORMS; STATIONARY CONDITIONS; TIME FREQUENCY ANALYSIS; TIME INFORMATION; TRANSIENT SIGNAL; VIBRATION MONITORING SYSTEMS; VIBRATION SIGNAL; WAVELET PACKET; WAVELET PACKET TRANSFORMS; WAVELET TECHNIQUES; WINDOWING;

ALGORITHMS; EQUIPMENT; FAST FOURIER TRANSFORMS; ROTATING MACHINERY; ROTATION; STRUCTURAL HEALTH MONITORING; WAVELET ANALYSIS; WAVELET TRANSFORMS;

VIBRATION ANALYSIS;

EID: 79957472043     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2011.01.017     Document Type: Article

References (21)

1. Z.Y. Ping, H.S. Hong, H.J. Hong, S. Tao, and L. Wei Continuous wavelet grey moment approach for vibration analysis of rotating machinery Mechanical Systems and Signal Processing 20 2006 1202 1220
2. D.E. Newland An Introduction to Random Vibrations, Spectral & Wavelet Analysis third ed. 2005 Dover Publications
3. C.W. de Silva Vibration: Fundamentals and Practice second ed. 2007 Taylor & Francis
4. A. Brandt, T. Lago, K. Ahlin, and J. Tuma Main principles and limitations of current order tracking methods Sound and Vibration 2005 19 22 (Pubitemid 40611939)
5. G.G. Yen, and K.-C. Lin Wavelet packet feature extraction for vibration monitoring IEEE Transactions on Industrial Electronics 47 3 2000 650 667
6. Z.K. Peng, and F.L. Chu Application of wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography Mechanical Systems and Signal Processing 18 2004 199 221
7. L. Li, L.S. Qu, and X.H. Liao Haar wavelet for machine fault diagnosis Mechanical Systems and Signal Processing 21 2007 1773 1786 (Pubitemid 46205098)
8. S.S. Rao Mechanical Vibrations fourth ed. 2004 Pearson-Prentice Hall
9. J.R. Mancuso Just How Flexible is your Flexible Coupling in Reality?, World Pumps 2000 Kop-Flex Emerson Power Transmission Corp
10. Q. Miao, and V. Makis Condition monitoring and classification of rotating machinery using wavelets and hidden Markov models Mechanical Systems and Signal Processing 21 2007 840 855 (Pubitemid 44667416)
11. V. Purushotham, S. Narayanan, and S.A.N. Prasad Multi-fault diagnosis of rolling bearing elements using wavelet analysis and hidden Markov model based fault recognition NDT & E International 38 2005 654 664 (Pubitemid 41261408)
12. S.A. Adewusi, and B.O. Al-Bedoor Wavelet analysis of vibration signal of an overhang rotor with propagating transverse crack Journal of Sound and Vibration 246 5 2001 777 793 (Pubitemid 33013601)
13. J. Zou, J. Chen, and Y.P. Pu Wavelet timefrequency analysis of torsional vibrations in rotor system with a transverse crack Computers & Structures 82 2004 1181 1187
14. C. Junsheng, Y. Dejie, and Y. Yu Application of an impulse response wavelet to fault diagnosis of rolling bearings Mechanical Systems and Signal Processing 21 2007 920 929 (Pubitemid 44667398)
15. W.G. Zanardelli, E.G. Strangas, H.K. Khalil, and J.M. Miller Wavelet-based methods for the prognosis of mechanical and electrical failures in electric motors Mechanical Systems and Signal Processing 19 2005 411 426
16. J.A. Antonino-Daviu, M. Riera-Guasp, J.R. Folch, and M.P.M. Palomares Validation of a new method for the diagnosis of rotor bar failures via wavelet transform in industrial induction machines IEEE Transactions on Industry Applications 42 4 2006 990 996 (Pubitemid 44111477)
17. T. Figarella, and M.H. Jansen Brush wear detection by continuous wavelet transform Mechanical Systems and Signal Processing 21 2007 1212 1222 (Pubitemid 44909386)
18. F. Al-Badour, L. Cheded, B. Isayed, Vibration monitoring and fault detection using time-frequency techniques, in: 4th IEEE International Multi-Conference on Systems, Signals and Devices SSD07, Hamamet, Tunisia. (2007).
19. B. Isayed, L. Cheded, F. Al-Badour, Vibration monitoring and fault detection using wavelet techniques, ISSPA 2007 International Symposium on Signal Processing and its Applications, Dubai, UAE. (2007).
20. F. Al-Badour, L. Cheded, M. Sunar, Blade to stator rubbing fault detection in turbo machinery via the wavelet packet transform and maxima lines, in: WoSPA 2008 International Workshop on Signal Processing and its Application, Sharjah, UAE. (2007).
21. MATLAB 6.5, Release 13, 2002, Wavelet Toolbox, The MathWorks, Inc.