Condition monitoring of gears and advanced signal processing techniques towards more effective diagnostic schemes

Noise and Vibration Worldwide

Volumn 41, Issue 7, 2010, Pages 10-18

  Loutas, T H ^a   Sotiriades, G ^a   Kostopoulos, V ^a  

^a UNIVERSITY OF PATRAS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ADVANCED SIGNAL PROCESSING; ARTIFICIAL DEFECTS; CONTINUOUS WAVELET TRANSFORM; DEFECT STATE; DIAGNOSTIC INFORMATION; DIAGNOSTIC METHODOLOGY; HEALTH MONITORING; LOAD LEVELS; SINGLE STAGE; TIME-FREQUENCY SIGNAL PROCESSING; VIBRATION MONITORING; VIBRATION SIGNAL; WAVELET-BASED SIGNAL PROCESSING;

CONDITION MONITORING; DEFECTS; GEAR MANUFACTURE; GEARS; MACHINERY; SIGNAL ANALYSIS; SIGNAL PROCESSING; VIBRATION MEASUREMENT; WAVELET ANALYSIS; WAVELET TRANSFORMS;

VIBRATION ANALYSIS;

EID: 77955160798     PISSN: 09574565     EISSN: None     Source Type: Journal    
DOI: 10.1260/0957-4565.41.7.10     Document Type: Article

References (19)

1. N. Baydar, A. Ball, Detection of gear deterioration under varying load conditions by using the instantaneous power spectrum, Mechanical Systems and Signal Processing (2000) 14(6), 907-921
2. N. Baydar, Q. Chen, A. Ball, U. Kruger, Detection of incipient tooth defect in helical gears using multivariate statistics, Mechanical Systems and Signal Processing (2001) 15(2), 303-321
3. N. Baydar, A. Ball, A comparative study of acoustic and vibration signals in detection of gear failures using Wigner- Ville distribution, Mechanical Systems and Signal Processing (2001) 15(6), 1091}1107
4. N. Baydar and A. Ball, Detection of gear failures via vibration and acoustic signal using wavelet transform. Mechanical Systems and Signal Processing (2003) 17(4), 787-804
5. W.J. Wang, P. D. McFadden, Early detection of gear failure by vibration analysis - I. Calculation of the timefrequency distribution, Mechanical Systems and Signal Processing (1993) 7(3), 193-203
6. W.J. Wang, P. D. McFadden, Early detection of gear failure by vibration analysis - II. Interpretation of the timefrequency distribution using image processing techniques, Mechanical Systems and Signal Processing (1993) 7(3), 205-215
7. W.J. Wang, P. D. McFadden, Application of orthogonal wavelets to early gear damage detection. Mechanical Systems and Signal Processing (1995) 9(5), 497-507
8. W.J. Wang, P. D. McFadden, Application of wavelets to gearbox vibration signals for fault detection, Journal of Sound and Vibration (1996) 192(5), 927-939
9. B.A. Paya, I.I. Esat, M.N.M. Badi, Artificial neural network based fault diagnostics of rotating machinery using wavelet transforms as a preprocessor, Mechanical Systems and Signal Processing (1997) 11(5), 751-765
10. C. Kar, A.R. Mohanty, Monitoring gear vibrations through motor current signature analysis and wavelet transform. Mechanical Systems and Signal Processing, Volume 20, Issue 1, January 2006, Pages 158-187
11. C. Kar, A.R. Mohanty, Vibration and current transient monitoring for gearbox fault detection using multiresolution Fourier transform, Journal of Sound and Vibration, Volume 311, Issues 1-2, 18 March 2008, Pages 109-132
12. T. Toutountzakis, D. Mba. Observations of acoustic emission activity during gear defect diagnosis, NDT&E international 36 (2003) 471-477
13. T. Toutountzakis, C. K. Tan and D. Mba, Application of acoustic emission to seeded gear fault detection, NDT & E International, Volume 38, Issue 1, January 2005, 27-36
14. Chee Keong Tan, Phil Irving and David Mba, A comparative experimental study on the diagnostic and prognostic capabilities of acoustics emission, vibration and spectrometric oil analysis for spur gears, Mechanical Systems and Signal Processing, Volume 21, Issue 1, January 2007, Pages 208-233
15. D.E. Newland, Random vibrations, spectral and wavelet analysis. Longman
16. Daubechies, I. (1992), Ten lectures on wavelets, SIAM
17. Mallat, S. (1998), A wavelet tour of signal processing, Academic Press
18. V. Kostopoulos, T. Loutas, C. Derdas, E. Douzinas, wavelet Analysis Of Head Acceleration Response Under Dirac Excitation For Early Oedema Detection, Transactions of the ASME Journal of Biomechanical Engineering, vol.130, No2, April 2008
19. M. Misiti, Y. Misiti, G. Oppenheim, JM Poggi, User's guide for Matlab wavelet toolbox, version 3, 2004