Wind energy conversion systems fault diagnosis using wavelet analysis

International Review of Electrical Engineering

Volumn 3, Issue 4, 2008, Pages 646-652

  Al Ahmar, Elie ^a,b   Benbouzid, Mohamed El Hachemi ^a   Turri, Sylvie ^a  

^a UNIVERSITÉ DE BRETAGNE OCCIDENTALE   (France)

^b HOLY SPIRIT UNIVERSITY OF KASLIK USEK   (Lebanon)

Author keywords

Discrete wavelet transform (DWT); Failure diagnosis; Induction generator; Wind turbine

Indexed keywords

EID: 65849365015     PISSN: 18276660     EISSN: 25332244     Source Type: Journal    
DOI: None     Document Type: Article

References (41)

1. R. Thresher et al., "The status and future of wind energy technology," IEEE Power & Energy Magazine, vol. 5, no6, pp. 34-46, November/December 2007.
2. D. McMillan et al., "Condition monitoring benefit for onshore wind turbines: sensitivity to operational parameters," IET Renewable Power Generation, vol. 2, no1, pp. 60-72, March 2008.
3. M.R. Wilkinson et al., "Towards the zero maintenance wind turbine," in Proceedings of the UPEC'06, vol. 1, pp. 74-78, Northumbria (UK), September 2006.
4. L. Mihet-Popa et al., "Condition monitoring of wind generators," in Proceedings of IEEE IAS'03, vol. 3, pp 1839-1846, Salt Lake City (USA), October 2003.
5. Z. Hameed et al., "Condition monitoring and fault detection of wind turbines and related algorithms: A review," Renewable and Sustainable Energy Reviews, (2007), doi:10.1016/j.rser.2007.05.008.
6. M.E.H. Benbouzid et al., "Condition monitoring and fault diagnosis in wind energy conversion systems," in Proceedings of IEEE IEMDC'07, pp. 1434-1439, Antalya (Turkey), May 2007.
7. M.E.H. Benbouzid et al., "The state of the art of generators for wind energy conversion systems," in Proceedings ofICEM'06, Chania (Greece), September 2006.
8. M.E.H. Benbouzid, "A review of induction motors signature analysis as a medium for faults detection," IEEE Trans. Industrial Electronics, vol. 47, no5, pp. 984-993, October 2000.
9. M.E.H. Benbouzid et al., "What stator current processing based technique to use for induction motor rotor faults diagnosis?," IEEE Trans. Energy Conversion, vol. 18, no2, pp. 238-244, June 2003.
10. J. Royo et al., "Machine current signature analysis as a way for fault detection in squirrel cage wind generators," in Proceedings of the IEEE SDEMPED'07, pp. 383-387, Cracow (Poland), September 2007.
11. H. Douglas et al., "The detection of interturn stator faults in doubly-fed induction generators," in Proceedings of IEEE IAS'05, vol. 2, pp. 1097-1102, Hong Kong, October 2005.
12. S. Nandi et al., "Condition monitoring and fault diagnosis of electrical motors - A review," IEEE Trans. Energy Conversion, vol. 20, no4, pp. 719-729, December 2005.
13. W.Q. Jeffries et al., "Experience with bicoherence of electrical power for condition monitoring of wind turbine blades," IEE Proc. Vision, Image and Signal processing, vol. 145, no3, pp. 141-148, June 1998.
14. R. Yacamini et al., "Monitoring torsional vibrations of electromechanical systems using stator currents," ASME Journal of Vibration & Acoustics, vol. 120, pp. 72-79, 1998.
15. M.R. Wilkinson et al., "Extracting condition monitoring information from a wind turbine drive train," in Proceedings of UPEC'04, vol. 1, pp. 591-594, Bristol (UK), 2004.
16. M.R. Wilkinson et al., "Condition monitoring of wind turbine drive trains," in Proceedings of ICEM'06, Chania (Greece), September 2006.
17. M.R. Wilkinson et al., "Condition monitoring of generators & other subassemblies in wind turbine drive trains," in Proceedings of the IEEE SDEMPED'07, pp. 388-392, Cracow (Poland), September 2007.
18. P. Caselitz et al., "Development of a fault detection system for wind energy converters," in Proceedings of EUWEC'96, pp. 1004-1007, Göteborg (Sweden), 1996.
19. P. Caselitz et al., "Fault prediction techniques for offshore wind farm maintenance and repair strategies," in Proceedings of EWEC03, Madrid (Spain), June 2003.
20. R. Datta et al., "Variable-speed wind power generation using doubly fed wound rotor indaction machine - A comparison with alternative schemes," IEEE Trans. Energy Conversion, vol. 17, no3, pp. 414-421, September 2002.
21. I. Albizu et al., "On-line stator winding fault diagnosis in induction generators for renewable generation," in Proceedings of IEEE MELECON'04, vol. 3, pp. 1017-1020, Dubrovnik (Croatia), May 2004.
22. Q.F. Lu et al., "Model of stator inter-turn short circuit fault in doubly-fed induction generators for wind turbine," in Proceedings of IEEE PESC'04, vol. 2, pp. 932-937, Aachen (Germany), June 2004.
23. P. Barendse al., "A new algorithm for the detection of inter-turn stator faults in doubly-fed wind generators," in Proceedings of the IEEE PESC'06, pp. 1235-1240, Paris (France), November 2006.
24. A.H. Bonnet et al., "Cause and analysis of stator and rotor failures in three-phase squirrel-cage induction motors", IEEE Trans. Industry Applications, vol. 28, pp. 921-937, July-August 1992.
25. S. Nandi et al. "Condition monitoring and fault diagnosis of electrical motors - A review," IEEE Trans. Energy Conversion, vol. 20, no4, pp. 719-729, December 2005.
26. W.T. Thomson et al. "Current signature analysis to detect induction motor faults", IEEE Industry Applications Magazine, vol. 7, no4, pp. 26-34, July/August 2001.
27. M. Blodt et al., "On-line monitoring of mechanical faults in variable-speed induction motor drives using the Wigner distribution," IEEE Trans. Industrial Electronics, vol. 55, no21 pp. 522-533, February 2008.
28. L. Eren et al., "Bearing damage detection via wavelet packet decomposition of the stator current," IEEE Trans. Instrumentation & Measurement, vol. 53, no2, pp. 431-436, April 2004.
29. K. Kim et al. "Induction motor fault diagnosis based on neuropredictors and wavelet signal processing," IEEE/ASME Trans. Mechatronics, vol. 7, no2, pp. 201-219, June 2002.
30. Y. Wenxian et al. "Condition monitoring and fault diagnosis of a wind turbine with a synchronous generator using wavelet transforms," in Proceedings of the JET PEMD'08, pp. 6-10, York (UK), April 2008.
31. D. Shi et al. "Industrial applications of online machining process monitoring system," IEEE/ASME Trans. Mechatronics, vol. 12, no5, pp. 561-564, October 2007.
32. L. Coppola et al. "Wavelet transform as an alternative to the short-time Fourier transform for the study of conducted noise in power electronics," IEEE Trans. Industrial Electronics, vol. 55, no2, pp. 880-887, February 2008.
33. C.S. Tsai et al. "Enhancement of damage-detection of wind turbine blades via CWT-based approaches," IEEE Trans. Energy Conversion, vol. 21, no3, pp. 776-781, September 2006.
34. C. S. Burrus et al. Introduction to Wavelets and Wavelet Transforms. A Primer. Englewood Cliffs, NJ: Prentice-Hall, 1998.
35. J.A. Antonino-Daviu et al. "Validation of a new method for the diagnosis of rotor bar failures via wavelet transform in industrial induction machines," IEEE Trans. Industry Applications, vol. 42, no4, pp. 990-996, July/August 2006.
36. M. Riera-Guasp et al. "The use of the wavelet approximation signal as a tool for the diagnosis of rotor bar failures," IEEE Trans. Industry Applications, vol, 44, no3, pp. 716-726, May-June 2008.
37. J. Antonino-Daviu et al. "DWT analysis of numerical and experimental data for the diagnosis of dynamic eccentricities in induction motors," Mechanical Systems and Signal Processing, vol. 21, no6, pp. 2575-2589, August 2007.
38. J. Antonino-Daviu et al. "Application and optimization of the discrete wavelet transform for the detection of broken rotor bars in induction machines," Applied and Computational Harmonic Analysis, vol. 21, no2, pp. 268-279, September 2007.
39. R. Polikar, et al., Frequency invariant classification of weld inspection signals, IEEE Trans. Ultrasonics, Ferroelectrics and Frequency Control, vol. 45, no3, pp.614-625, May 1998.
40. T. Tarasiuk, "Hybrid wavelet-Fourier spectrum analysis," IEEE Trans. Power Delivery, vol. 19, no3, pp. 957-964, July 2004.
41. A.P. Bradley et al. "On wavelet analysis of auditory evoked potentials," Clinical Neurophysiology, vol. 115, pp. 1114-1128, 2004.