Novel indices for broken rotor bars fault diagnosis in induction motors using wavelet transform

Mechanical Systems and Signal Processing

Volumn 30, Issue , 2012, Pages 131-145

  Ebrahimi, Bashir Mahdi ^a   Faiz, Jawad ^a   Lotfi Fard, S ^b   Pillay, P ^c  

^a UNIVERSITY OF TEHRAN   (Iran)

^b UNIVERSITY OF CENTRAL FLORIDA   (United States)

^c Clarkson University   (United States)

Author keywords

Fault diagnosis; Induction motors; Time stepping finite element method; Wavelet transforms

Indexed keywords

BROKEN BAR; BROKEN ROTOR BAR; CORE MATERIAL; LOAD LEVELS; NON-LINEARITY; PHYSICAL CHARACTERISTICS; SPECIFIC FREQUENCIES; SPECTRA ANALYSIS; START-UPS; STATOR CURRENTS; STATOR WINDING; THREE PHASE INDUCTION MOTOR; TIME-STEPPING FINITE ELEMENT METHOD; TRANSIENT CONDITIONS; WAVELET COEFFICIENTS;

COREMAKING; FAILURE ANALYSIS; FINITE ELEMENT METHOD; FREQUENCY BANDS; INDUCTION MOTORS; MODELS; STATORS; WAVELET TRANSFORMS;

ROTORS (WINDINGS);

EID: 84860218743     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2012.01.026     Document Type: Article

References (34)

1. O.V. Thorsen, and M. Dalva Failure Identification and Analysis for High Voltage Induction Motors in Petrochemical Industry IEEE Trans. Ind App 12 2 1998
2. C.E. Kim, Y.B. Jung, S.B. Yoon, and D.H. Im The fault Diagnosis of rotor bars in squirrel cage induction motors by time stepping finite element method IEEE Transactions on Magnetics 33 2 1997 2131 2134
3. J. Faiz, and B.M. Ebrahimi A New Pattern for Detection of Broken Rotor Bars in Induction Motors during Start-up Transaction on Magnetics 44 12 2008 4673 4683
4. M. Arkan, D. Kostic-Perovic, and P.J. Unsworth Modeling and simulation of induction motors with inter-turn faults for diagnostics Electric power systems Research 75 2005 57 66
5. A.M. da Silva, R.J. Povinelli, and N.A.O. Demerdash Induction machine broken bar and stator short circuit fault diagnosis based on three phase stator current envelops IEEE Trans on Industrial Electronics 55 3 2008 1310 1318
6. H. Cals, and A. Cakr Rotor bar fault diagnosis in three phase induction motors by monitoring fluctuations of motor current zero crossing instants Electric power systems Research 77 2007 385 392
7. C. Bruzzese Analysis and application of particular current signatures (Symptoms) for cage monitoring in nonsinusoidally fed motors with high rejection to drive load, inertia and frequency variations IEEE Trans on Industrial Electronics 55 12 2008 4137 4155
8. K. Bacha, H. Henao, M. Gossa, and G.A. Apolino Induction machine fault detection using stray flux EMF measurement and neural network-based decision Electric Power Systems Research 78 7 2008 1247 1255
9. Z. Ye, A. Sadeghian, and B. Wu Mechanical fault diagnostics for induction motor with variable speed drives using adaptive neuro-fuzzy inference system Electric power systems Research 76 2006 742 752
10. S.H. Kia, H. Henao, and G.A. Capolino A high-resolution frequency estimation method for three phase induction machine fault detection IEEE Trans on Industrial Electronics 54 4 2007 2305 2314
11. J. Milimonfared, H. Meshginkelk, S. Nandi, A.D. Minassians, and H.A. Toliyat A novel approach for broken-rotor-bar detection in cage induction motors IEEE Transactions on Industry Applications 35 5 1999 1000 1005
12. H. Meshginkelk, J. Milimonfared, and H.A. Toliyat A comprehensive method for the calculation coefficients of cage induction machine IEEE Trans. Energy Conversion 18 2 2003 190 197
13. S. Nandi, R. Bharadwaj, H.A. Toliyat and A.G. Parlos, Study of Three Phase induction motors with incipient rotor cage faults under different supply conditions, Proceedings of the IEEE-IAS 1999 Annual Meeting, Vol. 3, pp. 1922-1928.
14. H. Razik, H. Henao, and R. Carlson An induction machine model including interbar currents for studying performances during transients and steady state Electric Power Systems Research 79 1 2009 181 189
15. M. Riera-Guasp, J. Antonino-Daviu, J. Rusek, and J. Roger-Folch Diagnosis of rotor asymmetries in induction motors based on the transient extraction of fault components using filtering techniques Electric Power Systems Research 79 8 2009 1181 1191
16. L. Weili, X. Ying, S. Jiafeng, and L. Yingli Finite element analysis of field distribution and characteristic performance of squirrel-cage induction motor with broken bars IEEE Trans on Magnetiscs 44 4 2007 1537 1541
17. X. Ying Characteristic performance analysis of squirrel cage induction motor with broken bars IEEE Trans on Magnetiscs 45 2 2009 759 766
18. J. Faiz, B.M. Ebrahimi, and M.B.B. Sharifian Different Faults And Their Diagnosis Techniques in Three Phase Squirrel-Cage Induction Motors- A Review Journal of Electromagnetics, Taylor & Francis 26 2006 543 569
19. M.J. Kim, B.K. Kim, J.W. Moon, Y.H. Cho, D.H. Hwang, and D.S. Kang Analysis of inverter fed squirrel cage induction motor during eccentric rotor motion using FEM IEEE Trans on Magnetiscs 44 6 2008 1538 1541
20. J. Faiz, B.M. Ebrahimi, and M.B.B. Sharifian Time Stepping Finite Element Analysis of Rotor Broken Bars Fault in a Three-Phase Squirrel-Cage Induction Motor Progress In Electromagnetics Research, PIER 68 2007 53 70
21. R. Fiser Application of a finite element method to predict damage induction motor performance IEEE Transactions on Magnetics 37 5 2001 3635 3639
22. S. Williamson and A.C. Smith, Steady State analysis of three phase cage motors with rotor bar and end ring faults, Proc. IEE. Vol. 129, Pt. B, No. 3, 1982, pp.93-100.
23. L. Eren, and M. Devaney Bearing damage detection via wavelet decomposition of the stator current IEEE Transactions on Instrumentation and measurement 53 2 2004 431 436
24. O.A. Mohamad, N.A. Abed, and S. Ganu Modeling and characterization of induction motor internal faults using finite-element and discrete wavelet transforms IEEE Transactions on Magnetics 42 10 2006 3434 3436
25. K. Kim, and A.G. Parlos Induction motor fault diagnosis based on neuron predictors and wavelet signal processing IEEE Transactions on Magnetics 7 2 2002 201 218
26. Z. Zhang, Z. Ren, and W. Huang A novel detection method of motor broken rotor bars based on wavelet ridge IEEE Transactions on Energy Conversion 18 3 2003 417 423
27. H. Douglas and P. Pillay, The impact of wavelet selection on transient motor current signature analysis, IEEE International Conference on Electric Machines and Drives, May 2005, San Antonio, Texas, USA, pp. 80-85.
28. Z. Ye, B. Wu, and A. Sadeghian Current signature analysis of induction motor mechanical faults by wavelet packet decomposition IEEE Trans on Industrial Electronics 50 6 2003 1217 1227
29. J.A. Daviu, M.R. Guasp, J.R. Folch, and M. p. Molina Validation of a new method for the diagnosis of rotor bar failures via wavelet transform in industrial induction machines IEEE Trans on Industrial Applications 42 4 2006 990 996
30. J.A. Daviu, P. Jover, M.R. Guasp, A. Arkkio, Wavelet analysis for the detection of inter-turn short-circuit and broken bars in induction motors, International conference on electrical machines (ICEM 2006),Greece, Paper No. 115, CD, 6p.
31. Opera-2D Reference Manual, Version '10.5, 1999-2003.
32. S. Williamson, L.H. Lim, and A.C. Smith Transient analysis of cage-induction motors using finite-elements IEEE Transactions on Magnetics 26 26 1990 941 944
33. L. Angrisani, M. Daponte and D. Apuzzo, A new wavelet transform bases procedure for electrical power quality analysis, Proceedings of the 1996 International Conference on Harmonic and Quality of Power, Las Vegas, 16-18 October, 1996, pp. 608-614.
34. S. Santoso, E. Powers, and P. Hofmann. Power quality assessment via wavelet transform analysis IEEE Trans. Power Delivery 11 2 1996 924 930