Detection and diagnosis of surface wear failure in a spur geared system using EEMD based vibration signalanalysis

Tribology International

Volumn 61, Issue , 2013, Pages 224-234

  Amarnath, M ^a   Krishna, I R Praveen ^b  

^a PDPM INDIAN INSTITUTE OF INFORMATION TECHNOLOGY   (India)

^b INDIAN INSTITUTE OF TECHNOLOGY MADRAS   (India)

Author keywords

Empirical mode decomposition; Kurtosis values; Lubricant film thickness; Spur gears

Indexed keywords

ACCELERATED TESTS; DETECTION AND DIAGNOSIS; EMPIRICAL MODE DECOMPOSITION; ENSEMBLE EMPIRICAL MODE DECOMPOSITIONS (EEMD); EXPERIMENTAL INVESTIGATIONS; FAULT GROWTH; GEAR-BOXES; GEARED SYSTEMS; KURTOSIS VALUES; LUBRICANT FILM THICKNESS; MILD WEAR; SURFACE WEAR; TEETH SURFACE; TOOTH BREAKAGE; VIBRATION SIGNAL;

FILM GROWTH; FILM THICKNESS; SPUR GEARS;

GEAR TEETH;

EID: 84873900272     PISSN: 0301679X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.triboint.2013.01.001     Document Type: Article

References (24)

1. I. Yesilyurit The application of the conventional moments analysis to gearbox fault detection - a comparative study using the spectrogram and scalogram NDT&E International 37 4 2003 309 320
2. D. Dowson, and G.R. Higginson Elasto hydrodynamic lubrication 1977 New York Pergamon Press Ltd
3. B.-R. Hohn, and K. Michaelis Influence of oil temperature on gear failures Tribology International 37 2003 103 109
4. J. Castro, and J. Seabra Scuffing and lubricant film breakdown in FZG gears Part II. New scuffing criteria, lubricant and temperature dependent Wear 215 1998 114 122
5. A.J. Moore 1993 Mechanical Engineering Publication Limited London 0852988311
6. Z. Peng, and N. Kessissoglou An integrated approach to fault diagnosis of machinery wear debris and vibration analysis Wear 225 7-12 2002 1221 1232
7. C.K. Tan, and D. Mba Identification of the acoustic emission source during a comparative study on diagnosis of a spur gear box Tribology International 38 5 2005 469 480
8. C.K. Tan, P.D. Irving, and A. Mba Comparative study on the diagnostic and prognostic capabilities of acoustic emission, vibration and spectrometric oil analysis for spur gears Mechanical Systems and Signal Processing 21 1 2007 208 233 (Pubitemid 44528228)
9. D. Yu, and Y. Yang Application of time-frequency entropy method based on Hilbert-Haung transform to gear fault diagnosis Measurement 2007 823 830 (Pubitemid 47503484)
10. Yesilyurt I. Gearbox fault detection and severity assessment using vibration analysis. PhD thesis. UK: University of Manchester; 1997.
11. M. Amarnath, C. Sujatha, and S. Swarnamani Experimental studies on the effects of reduction in gear tooth stiffness and lubricant film thickness in a spur geared system Tribology International 42 2009 340 352
12. S.J. Loutridis Damage detection in gear system using empirical mode decomposition Engineering Structures 29 2004 1883 1941
13. H. Oack, and K.A. Laprao HMM based fault detection and diagnosis scheme for roller element bearing Journal of Vibration and Acoustics 127 4 2005 299 306
14. N. Tandon, K.M. Ramakrishna, and G.S. Ydava Condition monitoring of electric motor ball bearing for the detection of grease contamination Tribology International 40 2007 29 36 (Pubitemid 44233101)
15. M. Parey, E.I. Basaoui, F. Guillet, and N. Tandon Dynamic modeling of spur gear pair and application of empirical mode decomposition-based statistical analysis for early detection of localized tooth defect Journal of Sound and Vibration 2006 547 561 (Pubitemid 44262248)
16. A. Parey, and N. Tandon Impact velocity modeling and signal processing of spur gear vibration for estimation of defect size Mechanical Systems and Signal Processing 21 2007 234 243 (Pubitemid 44528237)
17. Y. Lei, Z. He, and Y. Zi Application of the EEMD method to rotor fault diagnosis of rotating machinery Mechanical Systems and Signal Processing 23 2009 1327 1338
18. M. Zvokelj, S. Zupan, and I. Prebil Multivariate and multiscale monitoring of large-size low-speed bearings using Ensemble Empirical Mode Decomposition method combined with Principal Component Analysis Mechanical Systems and Signal Processing 24 2010 1049 1067
19. N.E. Huang, Z. Shen, and S.R. Long The Empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis Proceedings of the Royal Society of London 454 1998 903 995 (Pubitemid 128733183)
20. Z.H. Wu, and N.E. Huang Ensemble empirical mode decomposition: a noise assisted data analysis method Advances in Adaptive Data Analysis 1 2009 1 41
21. P.J.L. Fernandes, and C. Mc Duling Surface contact fatigue failures in gears Engineering Failure Analysis 4 2 1997 99 107
22. P.J.L. Fernandes Tooth bending failures in gears Engineering Failure Analysis 3 3 1996 219 225
23. K. Jha., and V. Diwakar Metallurgical analysis of failed gears Engineering Failure Analysis 9 2002 359 365
24. Flodin A. Wear of spur and helical gears. PhD thesis. Stockholm, Sweden: Royal Institute of Technology; 2000.