Digital signal processing for induction machines diagnosis - A review

IECON Proceedings (Industrial Electronics Conference)

Volumn , Issue , 2007, Pages 1155-1162

  Kia, Shahin Hedayati ^b   Henao, Humberto ^a,b   Capolino, Gérard André ^a,b  

^a IEEE

^b UNIVERSITÉ DE PICARDIE JULES VERNE   (France)

Author keywords

Digital signal processing; Fault diagnosis; Induction machine

Indexed keywords

DIGITAL ARITHMETIC; DIGITAL SIGNAL PROCESSING; ELECTRIC FAULT CURRENTS; ELECTRONICS INDUSTRY; FAILURE ANALYSIS; FREQUENCY DOMAIN ANALYSIS; HEALTH; INDUSTRIAL ELECTRONICS; QUALITY ASSURANCE; RELIABILITY; TIME DOMAIN ANALYSIS;

ANNUAL CONFERENCE; DIFFERENT OPERATING CONDITIONS; FAULT DIAGNOSIS; INDUCTION MACHINE; INDUCTION MACHINES; MODERN SIGNAL PROCESSING; TIME-FREQUENCY DOMAINS;

SIGNAL PROCESSING;

EID: 49949112713     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2007.4460325     Document Type: Conference Paper

References (27)

1. P. Vas, Parameter Estimation, Condition Monitoring, and Diagnosis of Electrical Machines, Oxford Press, 1993.
2. P.J. Tavner and J. Penman, Condition Monitoring of Electrical Machines, Letchworth, U.K.: Research Studies, 1987.
3. A. Bellini, F. Fillippetti, G. Franceschini, C. Tassoni, and G.B. Kliman, "Quantitative evaluation of induction motor broken bars by means of electrical signature analysis," IEEE Transactions on Industry Application, vol. 37, n° 5, pp. 1248-1255, Sep./Oct. 2001.
4. J. Milimonfared, H.M. Kelt, S. Nandi, A.D. Minassians, H.A Toliyat, "A novel approach for broken-rotor-bar detection in cage induction motors," IEEE Transactions on Industry Applications, vol.35, n° 5, pp.1000-1006, Sept.-Oct. 1999.
5. H. Henao, C. Demian, G.A. Capolino, "A Frequency-Domain Detection of Stator Winding Faults in Induction Machines Using an External Flux Sensor," , IEEE Transactions on Industry Applications, vol. 39, n° 5, pp. 1272-1279, Sept.-Oct. 2003.
6. S. Bachir, S. Tnani, J.-C. Trigeassou, G. Champenois, "Diagnosis by parameter estimation of stator and rotor faults occurring in induction machines," IEEE Transactions on Industrial Electronics, vol. 53, n° 3, pp. 963-973, June 2006.
7. W.W. Tan; H. Huo "A generic neurofuzzy model-based approach for detecting faults in induction motors;" IEEE Transactions on Industrial Electronics, vol. 52, n° 5, pp. 1420-1427, Oct. 2005.
8. M. Blödt, M. Chabert, J. Regnier, J. Faucher, "Mechanical load fault detection in induction motors by stator current time-frequency analysis," IEEE Transactions on Industry Applications, vol. 42, n° 6, pp. 1454-1463, Nov.-Dec. 2006.
9. A.R. Mohanty, C. Kar, "Fault detection in a multistage gearbox by demodulation of motor current waveform," IEEE Transactions on Industrial Electronics, vol. 53, n° 4, pp. 1285-1297, June 2006.
10. I. Jaksch, "Faults diagnosis of three-phase induction motors using envelope analysis," in Proc. IEEE-SDEMPED'2003, Atlanta (USA), 24-26 Aug. 2003, pp. 289-293.
11. V. Oppenheim, W. Schaefer, Discrete-Time Signal Processing, Prentice-Hall International, 1999.
12. M.Aiello, ACataliotti, S.Nuccio, "An induction motor speed measurement method based on current harmonic analysis with the chirp-z transform," IEEE Transactions on Instrumentation and Measurement, vol. 54, n° 5, pp. 1811-1819, Oct. 2005.
13. A. Yazidi, H. Henao, G.A. Capolino, M. Artioli, F. Filippetti, "Improvement of frequency resolution for three-phase induction machine fault diagnosis,"in Proc. of the 40th Annual General Meeting of the IEEE Industry Applications Society IAS'05 , Hong Kong (China), 2-6 October, 2005, pp. 20-25.
14. A. Bellini, G. Franceschini, C. Tassoni, "Monitoring of induction machines by maximum covariance method for frequency tracking," IEEE Transactions on Industry Applications, vol. 42, n° 1, pp. 69-78, Jan.-Feb. 2006.
15. B. Ayhan, M.Y. Chow, M.H. Song, "Multiple discriminant analysis and neural-network-based monolith and partition fault-detection schemes for broken rotor bar in induction motors," IEEE Transactions on Industrial Electronics, vol. 53, n°4, pp. 1298-1308, Aug. 2006.
16. G. Didier, E. Ternisien, O. Caspary, H. Razik, "Fault detection of broken rotor bars in induction motor using a global fault index," IEEE Transactions on Industry Applications, vol. 42, n° 1, pp.79-88, Jan-Feb. 2006.
17. S.M. Kay, Modern Spectral Estimation, Englewood Cliffs, Prentice-Hall, 1988.
18. S. Hedayati Kia, H. Henao, G.A. Capolino "Zoom-MUSIC frequency estimation method for three-phase induction machine fault detection," in Proc. of IEEE-IECON '05, Raleigh (USA), 6-10 November 2005, pp. 2597-2602.
19. H. Douglas, P. Pillay, A.K. Ziarani, "A new algorithm for transient motor current signature analysis using wavelets," IEEE Transactions on Industry Applications, vol.40, n°5, pp. 1361-1368, Sept.-Oct. 2004.
20. S. Hedayati Kia, H. Henao, G.A Capolino, C. Martis, "Induction machine broken bars fault detection using stray flux after supply disconnection," in Proc. of IECON '06, Paris (France), 7-10 Nov. 2006, pp. 1498-1503.
21. M. Karimi-Ghartemani, M.R. havani "Measurement of harmonics/inter-harmonics of time-varying frequencies," IEEE Transactions on Power Delivery, vol. 20, no. 1, pp. 23-31, Jav. 2005.
22. F. Auger, F. Hlawatsch, Time-Frequency: Concept and Tools (in French), Hermès, Paris, 2005.
23. S.G. Mallat, "A theory for multiresolution signal decomposition: the wavelet representation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 11, pp. 674-693, July 1989.
24. J. Antonino et al., "Validation of a new method for the diagnosis of rotor bar failures via wavelet transform in industrial induction machines," IEEE Transactions on Industry Applications, vol. 42, n° 4, pp. 990-996, July-Aug. 2006.
25. S. Hedayati Kia, A. Mpanda, H. Henao, G.A. Capolino, "Wavelet based instantaneous power analysis for induction machine fault diagnosis," in Proc. of IEEE-IECON '06, Paris (France), 7-10 Nov. 2006, pp. 1229-1234.
26. Z.K Peng, P.W. Tse, and F.L. Chu, "A comparison study of improved Hilbert-Huang transform and wavelet transform: Application to fault diagnosis for rolling bearing," Mechanical Systems and Signal Processing, vol. 19, n° 5, pp.974-988, September 2005.
27. S. Rajagopalan, J.M. Aller, J.A Restrepo, T.G. Habetler, R.G. Harley, "Detection of rotor faults in brushless DC motors operating under nonstationary conditions," IEEE Transactions on Industry Applications, vol. 42, n° 6, pp. 1464-1477, Nov.-Dec. 2006.