Fault monitoring and diagnosis of induction machines based on harmonic wavelet transform and wavelet neural network

Proceedings - 4th International Conference on Natural Computation, ICNC 2008

Volumn 4, Issue , 2008, Pages 140-146

  Guo, Qianjin ^a   Li, Xiaoli ^b   Yu, Haibin ^a   Che, Xiangzhi ^a   Hu, Wei ^a   Hu, Jingtao ^a  

^a SHENYANG INSTITUTE OF AUTOMATION   (China)

^b UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC FAULT LOCATION; INDUCTION MOTORS; NETWORKS (CIRCUITS); NEURAL NETWORKS; PARTICLE SWARM OPTIMIZATION (PSO); SPECTRUM ANALYZERS; WAVELET TRANSFORMS;

BROKEN ROTOR BARS; DETECTION SCHEMES; FAULT DIAGNOSIS; FAULT IDENTIFICATIONS; FAULT MONITORING; FAULT SYMPTOMS; GENERALIZED HARMONIC WAVELET TRANSFORMS; HARMONIC WAVELET TRANSFORMS; HIGH DEGREE OF ACCURACIES; HYBRID PARTICLE SWARM OPTIMIZATIONS; INDUCTION MACHINES; LINE CURRENTS; MOTOR CURRENT SIGNATURE ANALYSES; ROTOR BARS; SHORT CIRCUITS; STATOR WINDINGS; WAVELET NEURAL NETWORKS;

FAULT DETECTION;

EID: 57649135323     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2008.663     Document Type: Conference Paper

References (15)

1. S. Nandi, H. Toliyat, Fault diagnosis of electrical machines-a review. IEEE IEMCD'99, International Electric Machines and Drives Conference, May 9-12, Washington, USA, 1999 , 219-221.
2. G.B. Kliman, R.A. Koegl, J. Stein, R.D. Endicott, M.W. Madden, Noninvasive detection of broken rotor bars in operating induction motors, IEEE Transactions on Energy Conversion EC-3 (4) (1988) 873-879.
3. J.R. Cameron, W.T. Thomson, A.B. Dow, Vibration and current monitoring for detecting airgap eccentricity in large induction motors, IEE Proceedings 133 (pt. B, 3) (1986) 155-163.
4. R. Schoen, B. Lin, T. Habetler, J. Schlag y, S. Farag, An unsupervised, on-line system for induction motor fault detection using stator current monitoring, IEEE Transactions on Industry Applications 31 (6) (1995) 1280-1286.
5. S.M.C. Cruz, A.J.M. Cardoso, Stator winding fault diagnosis in three-phase synchronous and asynchronous motors by the extended park's vector approach, Conference Record of the 2000 IEEE Industry Applications Conference, CD-ROM, Roma, Italy, October 2000, 7pp.
6. H. Nejjari, M. Benbouzid, Monitoring and diagnosis of induction motors electrical faults using a current park's vector pattern learning approach, IEEE Transaction on Industry Applications 36 (3) (2000) 730-735.
7. G.Salles, F.Filippetti, C.Tassoni, G.Grellet, G. Franceschini, Monitoring of induction motor load by neural network techniques, IEEE Transactions on Power Electronics, 15 (4) (2000) 762-768.
8. D.E.Newland, Random Vibrations, Spectral and Wavelet Analysis, 3rd Edition. Longman Scientific & Technical, New York, 1993, 359-370.
9. Newland D E.Harmonic wavelet analysis. Proceedings of the Royal Society of Londom:A, 1993, 443 (10): 203-205
10. NEWLAND D E. Wavelet analysis of vibration, parti: Theory[J] ASME Journal of Vibration and Acoustics, 1994, 116:409-416.
11. NEWLAND D E. Wavelet analysis of vibration, part2: Waveletmap[J].ASME Journal of Vibration and Acoustics, 1994, 116:417-425.
12. NEWLAND D E. Harmonic and musical wavelet [J]. Proc. R. Soc. Lond. A, 1994, 444: 605-620.
13. NEWLAND D E. Ridge and phase identification in the frequency analysis of transient signals by harmonic wavelets[J].ASME Journal of Vibration and Acoustics. 1999, 121:149-155.
14. Q,J Guo, H,B Yu,A,D Xu,A Hybrid PSO-GD Based Intelligent Method for Machine Diagnosis, Digital Signal Processing, 2006, 16,402-418.
15. I.Daubechies,The wavelet transform, time-frequency localization, and signal anaylsis, IEEE Trans. Inform Theory, 36(1990)961-1005.