Damage detection in gearboxes considering intermittent faults and time-varying loads

Key Engineering Materials

Volumn 518, Issue , 2012, Pages 76-86

  Antoniadou, I ^a   Manson, G ^a   Staszewski, W J ^b   Worden, K ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

^b AGH UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Poland)

Author keywords

Condition monitoring; Empirical mode decomposition; Intermittent faults; Time varying loads

Indexed keywords

DAMAGE DETECTION; DEGREES OF FREEDOM (MECHANICS); ELECTRIC FAULT CURRENTS; GEAR TEETH; SIGNAL PROCESSING; STRUCTURAL HEALTH MONITORING; VIBRATIONS (MECHANICAL); WIND TURBINES;

EMPIRICAL MODE DECOMPOSITION; INTERMITTENT FAULT; NONLINEAR CHARACTERISTICS; OPERATIONAL CONDITIONS; TIME VARYING LOADS; TWO-DEGREE OF FREEDOM; WIND TURBINE GEARBOXES; WIND TURBINE SYSTEMS;

CONDITION MONITORING;

EID: 84864667522     PISSN: 10139826     EISSN: 16629795     Source Type: Book Series    
DOI: 10.4028/www.scientific.net/KEM.518.76     Document Type: Conference Paper

References (40)

1. Wind Turbine Data Summary Table 2, WindStats Newsletter, 2007, 1, 20.
2. C. Walford, "O&M cost model quantifying the influence of reliability", Wind Turbine Reliability Workshop, 2006, Global Energy Concepts Seattle, WA.
3. R.G. Munro, "The dynamic behaviour of spur gears", Ph.D. Dissertation, 1962, Cambridge University.
4. H.N. Ozguven and D.R. Houser, "Mathematical models used in gear dynamics- A review", Journal of Sound and Vibration, 1987, 121, 383-411.
5. G.W. Blankership and R. Singh, "A comparative study of selected gear mesh force interface models", ASME International Power Transmission and Gearing Conference, 1992, DE 431.
6. J. Wang, R. Li and X. Peng, "Survey of nonlinear vibration gear transmission systems", Applied Mechanics Reviews, 2003, 56, 309-329.
7. A. Parey and N. Tandon, "Spur gear dynamic models including defects- A review", The Shock and Vibration Digest, 2003, 35, 465-478.
8. A. Kahraman and R. Singh, "Non-linear dynamics of a spur gear pair", Journal of Sound and Vibration, 1990, 142, 49-75.
9. A. Kahraman and R. Singh, "Non-linear dynamics of a geared rotor-bearing system with multiple clearances", Journal of Sound and Vibration, 1991, 144, 469-506.
10. A. Kahraman and R. Singh, "Interactions between time-varying mesh stiffness and clearance nonlinearities in a geared system", Journal of Sound and Vibration, 1991, 146, 135-156.
11. R.G. Parker, S.M. Vijayakar and T. Imajo, "Nonlinear dynamic response of a spur gear pair: Modeling and experimental comparison", Journal of Sound and Vibration, 2000, 237, 435-455.
12. S. Theodossiades and S. Natsiavas, "Non-linear dynamics of gear pair systems with periodic stiffness and backlash", Journal of Sound and Vibration, 2000, 229, 287-310.
13. S. Theodossiades and S. Natsiavas, "Periodic and chaotic dynamics of motor-driven gear-pair systems with backlash", Chaos, Solitons and Fractals, 2001, 12, 2427-2440.
14. M. Vaishya and R. Singh, "Analysis of periodically varying gear mesh systems with coulomb friction using floquet theory", Journal of Sound and Vibration, 2001, 243, 525-545.
15. G. Litak and M.I. Friswell, "Vibrations in gear systems", Chaos, Solitons and Fractals, 2001, 16, 145-150.
16. T.C. Lim, and R. Singh, "Vibration transmission through rolling element bearing. Part III: Geared rotor system studies", Journal of Sound and Vibration, 1991, 151, 31-54.
17. S.W. Doebling, C.R. Farrar, M.B. Prime, D.W. Shevitz et al., "Damage and health monitoring of structural and mechanical systems from changes in their vibration characteristics: A literature review", 1996, Los Alamos National Laboratory.
18. T. Barszcz and R.B. Randal, "Application of spectral kurtosis for detection of a tooth crack in planetary gear of wind turbine", Mechanical Systems and Signal Processing, 2009, 23, 1352-1365.
19. J. Antoni, and R.B. Randall, "The spectral kurtosis application to the surveillance and diagnostics of rotating machines", Mechanical Systems and Signal Processing, 2006, 20, 308-331.
20. M.E.M. El Badaoui, F. Guillet, and J. Daniere, "New applications of the real cepstrum to gear signals: including definition of a robust fault indicator", Mechanical Systems and Signal processing, 2004, 5, 1031-1046.
21. M. Inapolat, and A. Kahraman, "A dynamic model to predict modulation sidebands of a planetary gear set having manufacturing errors", Journal of Sound and Vibration, 2010, 329, 371-393.
22. M. Inapolat, and A. Kahraman, "A theoretical and experimental investigation of modulation sidebands of planetary gear sets", Journal of Sound and Vibration, 2009, 323, 677-696.
23. F. Colbet and L. Gelman, "Novel adaptation of the demodulation technology for gear damage detection to variable amplitudes of mesh harmonics", Mechanical Systems and Signal Processing, 2011, 25, 839-845.
24. W.J. Staszewski, K. Worden, and G.R. Tomlinson, "Time-frequency analysis in gearbox fault detection using Wigner-Ville distribution and pattern recognition", Mechanical Systems and Signal Processing, 1997, 11, 673-692.
25. W.J. Staszewski, and G.R. Tomlinson, "Application of the wavelet transform to fault detection of a spur gear", Mechanical Systems and Signal Processing, 1994, 8, 289-307.
26. Z.K. Peng and F.L. Chu, "Application of the wavelet transform in machine condition monitoring and fault diagnostics: A review with bibliography", Mechanical Systems and Signal Processing, 2004, 18, 199-221.
27. N.E. Huang, Z. Shen, S.R. Long, M.C. Wu, H.H. Shih, Q. Zheng, et al., "The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis", Proceedings of Royal Society of London Series, 1998, 454, 903-995.
28. R. Ricci, and P. Pennacchi, "Diagnostics of gear faults based on EMD and automatic selection of intrinsic mode functions", Mechanical Systems and Signal Processing, 2011, 25, 821-838.
29. M. Parey, M.E.M. El Badaoui, F. Guillet, N. Tandon et al., "Dynamic modelling 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, 294, 547-561.
30. J.D. Smith, "Gear noise and vibration", 1999, 77-127, New York: McGraw-Hill.
31. H. Endo, R.B. Randall, and C. Gosselin, "Differential diagnosis of spall vs. cracks in the gear tooth fillet region: Experimental validation", Mechanical Systems and Signal Processing, 2009, 23, 636-651.
32. I. Howard, S. Jia, and J. Wang, "The dynamic modeling of a spur gear in mesh including friction and a crack", Mechanical Systems and Signal Processing, 2001, 15, 831-853.
33. F. Chaari, W. Baccar, M.S. Abbes, M. Haddar et al., "Effect of spalling or tooth breakage on gearmesh stiffness and dynamic response of a one-stage spur gear transmission", European Journal of Mechanics A/Solids, 2008, 27, 691-705.
34. I. Yesilyurt, F. Gu, and A.D. Ball, "Gear tooth stiffness reduction measurement using modal analysis and its use in wear fault severity assessment of spur gears", NDT & E International, 2003, 36, 357-372.
35. Z. Chen, and Y. Shao, "Dynamic simulation of spur gear tooth root crack propagating along tooth width and crack depth", Engineering failure analysis, In Press, Corrected Proof.
36. O. Contant, S. Lafortune and D. Teneketzis, "Diagnosis of intermittent faults", Discrete Event Dynamic Systems: Theory and Applications, 2004, 14, 171-202.
37. J. Ding and Y.L. Wu, "On the testing quality of random and pseudo-random sequences for permanent and intermittent faults", Design Automation Conference, 1999.
38. AERODYN, FAST and ADAMS Design codes, http://wind.nrel.gov/designcodes/ simulators.
39. N.E. Huang, Z. Shen, S.R. Long, M.C. Wu, H.H. Shih, Q. Zheng, et al., "The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis", Proceedings of Royal Society of London Series, 1998, 454, 903-995.
40. th International Congress on Sound and Vibration, 2011, Rio de Janeiro, Brazil.