A time domain approach to diagnose gearbox fault based on measured vibration signals

Journal of Sound and Vibration

Volumn 333, Issue 7, 2014, Pages 2164-2180

  Hong, Liu ^a   Dhupia, Jaspreet Singh ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

DIAGNOSTIC ALGORITHMS; EXTRACTION CAPABILITY; FREQUENCY RESOLUTIONS; INDUSTRIAL ENVIRONMENTS; SPECTRAL ANALYSIS TECHNIQUES; STEADY-STATE CONDITION; TIME-DOMAIN APPROACH; VIBRATION CHARACTERISTICS;

ALGORITHMS; CONDITION MONITORING; FAULT DETECTION; GEARS; SIGNAL PROCESSING; SPECTRUM ANALYSIS; VIBRATIONS (MECHANICAL);

TIME DOMAIN ANALYSIS;

EID: 84892609656     PISSN: 0022460X     EISSN: 10958568     Source Type: Journal    
DOI: 10.1016/j.jsv.2013.11.033     Document Type: Article

References (35)

1. N. Feki, G. Clerc, and P.h. Velex An integrated electro-mechanical model of motor-gear units - applications to tooth fault detection by electric measurements Mechanical Systems and Signal Processing 29 2012 377 390
2. Walter Bartelmus Editorial statement Mechanical Systems and Signal Processing 38 2013 1 4
3. Liu Hong, Jaspreet Singh Dhupia, and Shuangwen Sheng An explanation of frequency features enabling detection of faults in equally-spaced planetary gearbox Mechanism and Machine Theory 2013 10.1016/j.mechmachtheory.2013.10.014
4. Wilson Q. Wang, Fathy Ismail, and M.Farid Golnaraghi Assessment of gear damage monitoring techniques using vibration measurements Mechanical Systems and Signal Processing 15 2001 905 922
5. R. Errichello, J. Muller, Gearbox Reliability Collaborative Gearbox 1 Failure Analysis Report, 2012, NEREL/SR-5000-530262.
6. P.D. Mcfadden Detecting fatigue cracks in gears by amplitude and phase demodulation of the meshing vibration Journal of Vibration, Acoustics, Stress and Reliability in Design 108 1986 165 170
7. F. Chaari, W. Baccar, M.S. Abbes, and M. Haddar 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 27 2008 691 705
8. Xiyang Wang, Viliam Makis, and Ming Yang A wavelet approach to fault diagnosis of a gearbox under varying load conditions Journal of Sound and Vibration 329 2010 1570 1585
9. Walter Bartelmus, Fakher Chaari, Radoslaw Zimroz, and Mohamed Haddar Modelling of gearbox dynamics under time-varying nonstationary load for distributed fault detection and diagnosis European Journal of Mecahnics A/Solids 29 2010 637 646
10. Chuan Li, and Ming Liang Time-frequency signal analysis for gearbox fault diagnosis using a generalized synchrosqueezing transform Mechanical Systems and Signal Processing 26 2012 205 217
11. Luisa F. Villa, Anibal Renones, Jose R. Peran, and Luis J. de Miguel Angular resampling for vibration analysis in wind turbines under non-linear speed fluctuation Mechanical Systems and Signal Processing 25 2011 2157 2168
12. J.R. Ottewill, and M. Orkisz Condition monitoring of gearboxes using synchronously averaged electric motor signals Mechanical Systems and Signal Processing 38 2013 482 498
13. S. Braun The synchronous (time domain) average revisited Mechanical Systems and Signal Processing 25 2011 1087 1102
14. Paul D. Samuel, Darry II J. Pines, Vibration separation methodology for planetary gear health monitoring, Presented at Smart Structures and Materials, 2000.
15. Adrian Hood, DarryII J. Pines, Sun gear fault detection on an OH-58C helicopter transmission, Presented at the American Helicopter Society 67th Annual Forum, 2011.
16. S. Sheng, Wind turbine gearbox condition monitoring round robin study - vibration analysis NREL/TP-5000-54530, National Renewable Energy Laboratory.
17. D. Zhen, T. Wang, F. Gu, and A.D. Ball Fault diagnosis of motor drives using stator current signal analysis based on dynamic time warping Mechanical Systems and Signal Processing 34 2013 191 202
18. Pavel Senin Dynamic Time Warping Algorithm Review December 2008 Information and Computer Science Department, University of Hawaii at Manoa Honolulu USA
19. S. Salvador FastDTW: toward accurate dynamic time warping in linear time and space Intelligent Data Analysis 11 2007 561 580
20. Geoff L. McDonald, Qing Zhao, and Ming J. Zuo Maximum correlated kurtosis deconvolution and application on gear tooth chip fault detection Mechanical Systems and Signal Processing 33 2012 237 255
21. Wenyi Wang Early detection of gear tooth cracking using the resonance demodulation technique Mechanical Systems and Signal Processing 15 5 2001 887 903
22. M. Inalpolat, and A. Kahraman A theoretical and experimental investigation of modulation sidebands of planetary gear sets Journal of Sound and Vibration 323 2009 677 696
23. Zhipeng Feng, and Ming J. Zuo Vibration signal models for fault diganosis of planetary gearboxes Journal of Sound and Vibration 331 2012 4919 4939
24. Jian Lin, and R.G. Parker Analytical characterization of the unique properties of planetary gear free vibration Journal of Vibration and Acoustics 121 1999 316 321
25. Jidong Zhang, Liu Hong and Jaspreet Singh Dhupia, Gear fault detection in planetary gearbox using stator current measurement of AC motors, Proceedings of the ASME Fifth Annual Dynamic Systems and Control Division Conference and JSME 11th Motion and Vibrtion Conference (DSCC 2012), Vol. 1, 2013, pp. 673-680.
26. M.T. Khabou, N. Bouchaala, F. Chaari, T. Fakhfakh, and M. Haddar Study of a spur gear dynamic behavior in transient regime Mechanical Systems and Signal Processing 25 8 2011 3089 3101
27. I.P. Girsang, J.S. Dhupia., E. Muljadi, M. Singh, L.Y. Pao, Gearbox and drivetrain models to study dynamic effects of modern wind turbines, Proceedings of the IEEE Energy Conversion Congress Expo, 2013, pp. 874-881.
28. I.P. Girsang, J.S. Dhupia, E. Muljadi, M. Singh, and J. Jonkman Modeling and control to mitigate resonant load in variable-speed wind turbine drivetrain IEEE Journal of Emerging and Selected Topics in Power Electronics 1 4 2013 277 286 (early access October 2013)
29. Walter Bartelmus Mathematical modelling of gearbox vibration for fault diagnosis International Journal of COMADEM 3 4 2000
30. Walter Bartelmus Mathematical modelling and computer simulations as an aid to gearbox diagnostics Mechanical Systems and Signal Processing 15 5 2001 855 871
31. A. Kahraman Load sharing characteristics of planetary transmissions Mechanism and Machine Theory 29 1994 1151 1165
32. Walter Bartelmus, Gearbox damage process, Proceedings of the 9th International Conference on Damag Assessment of Structures (DAMAS), 2011.
33. Manik Chandra, Reza Langari, Gearbox degradation identification using pattern recognition techniques, Proceedings of the IEEE International Conference on Fuzzy Systems, 2006.
34. Fakher Chaari, Walid Baccar, Mohamed Slim Abbes, and Mohamed Haddar 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 27 2008 691 705
35. Liu Hong, and Jaspreet Singh Dhupia, A time-domain fault detection method based on an electrical machine stator current measurement for planetary gear-sets, 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM 2013), 2013, pp. 631-1636.