Pattern identification for eccentricity fault diagnosis in permanent magnet synchronous motors using stator current monitoring

IET Electric Power Applications

Volumn 4, Issue 6, 2010, Pages 418-430

  Ebrahimi, B M ^a   Faiz, J ^a   Araabi, B N ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION RESULTS; FAULT DIAGNOSIS; FAULT RECOGNITION; FAULT SIGNATURE; FREQUENCY PATTERNS; LOAD LEVELS; MUTUAL INFORMATIONS; NOISE VARIANCE; PATTERN IDENTIFICATION; PERMANENT MAGNET SYNCHRONOUS MOTOR; SIMULATION RESULT; STATIC AND DYNAMIC ECCENTRICITIES; STATOR CURRENTS; STATOR SLOT; TIME-STEPPING; WHITE GAUSSIAN NOISE;

AC MOTORS; ELECTRIC FAULT CURRENTS; FAULT DETECTION; FINITE ELEMENT METHOD; MAGNETIC DEVICES; STATORS; SYNCHRONOUS MOTORS;

PERMANENT MAGNETS;

EID: 77956540296     PISSN: 17518660     EISSN: 17518679     Source Type: Journal    
DOI: 10.1049/iet-epa.2009.0149     Document Type: Article

References (24)

1. Faiz, J. Ebrahimi, B.M. Sharifian, M.B.B.: 'Different faults and their diagnosis techniques in three-phase squirrel-cage induction motors - a review', J. Electromagn., 2006, 26, p. 543-569
2. Faiz, J. Ebrahimi, B.M. Akin, B. Toliyat, H.A.: 'Finite-element transient analysis of induction motors under mixed eccentricity fault', IEEE Trans. Magn., 2008, 44, (1), p. 66-74, 0018-9464
3. Kim, T.J. Hwang, S.M. Kim, K.T. Jung, W.B. Kim, C.U.: 'Comparison of dynamic responses for IPM and SPM motors by considering mechanical and magnetic coupling', IEEE Trans. Magn., 2001, 37, (4), p. 2818-2820, 0018-9464
4. Hawang, C.C. Chang, C.M. Chan, C.K. Pan, C.T. Chang, T.Y.: 'Comparison of performances between IPM and SPM motors with rotor eccentricity', J. Magn. Magn. Mater., 2004, 282, p. 360-363, 0304-8853
5. Hwang, S.M. Kim, K.T. Jeong, W.B. Jung, Y.H. Kang, B.S.: 'Comparison of vibration sources between symmetric and asymmetric HDD spindle motors', IEEE Trans. Ind. APP, 2001, 37, (6), p. 1727-1737, 0093-9994
6. Jang, S.M. Lee, S.H. Cho, H.W. Cho, S.K.: 'Analysis of unbalanced force for high-speed slot less permanent magnet machine with Halbach array', IEEE Trans. Magn., 2003, 39, (5), p. 3265-3267, 0018-9464
7. Sekhar Babu, A.R.C. Rajagopal, K.R. Upadhyay, P.R.: 'Performance prediction of multiphase doubly salient permanent magnet motor having non-uniform air gap', IEEE Trans. Magn., 2006, 42, (10), p. 3503-3505, 0018-9464
8. Kim, U. Lieu, K.: 'Magnetic field calculation in permanent magnet motors with rotor eccentricity: without slotting effect', IEEE Trans. Magn., 1998, 34, (4), p. 2243-2252, 0018-9464
9. Kim, U. Lieu, K.: 'Magnetic field calculation in permanent magnet motors with rotor eccentricity: with slotting effect considered', IEEE Trans. Magn., 1998, 34, (4), p. 2253-2266, 0018-9464
10. Gieras, J.: 'Analytical approach to cogging torque calculation of PM brushless motors', IEEE Trans. Ind. Appl., 2004, 40, (5), p. 1310-1316, 0093-9994
11. Ebrahimi, B.M. Faiz, J. Roshtkhari, M.J. Nejhad, A.Z.: 'Static eccentricity fault diagnosis in permanent magnet synchronous motor using time stepping finite element method', Trans. Magn., 2008, 44, (11), p. 4297-4300
12. Roux, W.L. Harley, R.G. Habetler, T.G.: 'Detection rotor faults in low power permanent magnet synchronous machines', IEEE Trans. Power Electron., 2007, 22, (1), p. 322-328, 0885-8993
13. Heller, B. Hamata, V.: 'Harmonic field effects in induction machines', (Elsevier Scientific Publishing Company 1977)
14. Opera-2D Reference Manual, version 10.5, 1999-2003
15. Faiz, J. Ebrahimi, B.M.: 'Effect of magnetic saturation on static and mixed eccentricity faults diagnosis in induction motor', IEEE Trans. Magn., 2009, 45, (8), p. 3137-3144, 0018-9464
16. Faiz, J. Ebrahimi, B.M.: 'A new pattern for detection of broken rotor bars in induction motors during start-up', Trans. Magn., 2008, 44, (12), p. 4673-4683
17. Faiz, J. Ebrahimi, B.M. Akin, B. Toliyat, H.A.: 'Comprehensive eccentricity fault diagnosis in induction motors using finite element', Trans. Magn., 2009, 45, (3), p. 1764-1771
18. Faiz, J. Ebrahimi, B.M. Akin, B. Asaie, B.: 'Criterion function for broken-bar fault diagnosis in induction motor under load variation using wavelet transform', J. Electromagn., 2009, 29, p. 220-234
19. Niu, G. Son, J.D. Widodo, A. Yang, B.S. Hwang, D.H. Kang, D.S.: 'A comparison of classifier performance for fault diagnosis of induction motor using multi-type signals', Struct. Health Monit., 2007, 6, (3), p. 215-229
20. Chapelle, O. Haffner, P. Vapnik, V.N.: 'Support vector machines for histogram-based image classification', IEEE Trans. Neural Netw., 1999, 10, (5), p. 1055-1064, 1045-9227
21. Guyon, I. Elissee, A.: 'An introduction to variable and feature selection', J. Mach. Learn. Res., 2003, 3, p. 1157-1182, 1532-4435
22. Duda, R.O. Hart, P.E. Stork, D.G.: 'Pattern classification', 2nd(Wiley 2002)
23. Niu, G. Son, J.D. Widodo, A. Yang, B.S. Hwang, D.H. Kang, D.S.: 'A comparison of classifier performance for fault diagnosis of induction motor using multi-type signals', Struct. Health Monit., 2007, 6, (3), p. 215-229
24. Chapelle, O. Haffner, P. Vapnik, V.N.: 'Support vector machines for histogram-based image classification', IEEE Trans. Neural Netw., 1999, 10, (5), p. 1055-1064, 1045-9227