Mixed eccentricity diagnosis in Inverter-Fed Induction Motors via the Adaptive Slope Transform of transient stator currents

Mechanical Systems and Signal Processing

Volumn 48, Issue 1-2, 2014, Pages 423-435

  Pons Llinares, J ^a   Antonino Daviu, J ^a   Roger Folch, J ^a   Morinigo Sotelo D ^b   Duque Perez O ^b  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

^b UNIVERSITY OF VALLADOLID   (Spain)

Author keywords

Eccentricities; Fault diagnosis; Induction motors; Time frequency analysis; Transient analysis; Wavelet transforms

Indexed keywords

ELECTRIC FAULT CURRENTS; FAILURE ANALYSIS; INDUCTION MOTORS; TRANSIENT ANALYSIS; WAVELET TRANSFORMS;

ADAPTIVE CHARACTERISTIC; ECCENTRICITIES; INVERTER-FED INDUCTION MOTORS; MIXED ECCENTRICITY; STATOR TRANSIENTS; TIME FREQUENCY ANALYSIS; TIME-FREQUENCY PLANES; TRANSIENT STATOR CURRENT;

STATORS;

EID: 84901694038     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2014.02.012     Document Type: Article

References (30)

1. J.R. Cameron, W.T. Thomson, and A.B. Dow Vibration and current monitoring for detecting airgap eccentricity in large induction motors IEE Proc. B: Electr. Power Appl. 133 3 1986 155 163
2. P.J. Tavner Review of condition monitoring of rotating electrical machines IET Electr. Power Appl. 2 4 2008 215 247
3. J.R. Cameron, W.T. Thomson, and A.B. Dow Vibration and current monitoring for detecting airgap eccentricity in large induction motors IEE Proc. B: Electr. Power Appl. 133 3 1986 155 163
4. S. Nandi, S. Ahmed, and H.A. Toliyat Detection of rotor slot and other eccentricity related harmonics in a three phase induction motor with different rotor cages IEEE Trans. Energy Convers. 16 3 2001 253 260 (Pubitemid 32780118)
5. R.R. Schoen, and T.G. Habetler Evaluation and implementation of a system to eliminate arbitrary load effects in current-based monitoring of induction machines IEEE Trans. Ind. Appl. 33 6 1997 1571 1577 (Pubitemid 127827454)
6. G.G. Rogozin, D.Y. Osipov, Induction motor eccentricity diagnosis using impedance spectrum and shaft voltage, in: Proceedings of the 19th International Conference on Electrical Machines, Rome, Italy, 2010, pp. 1-3.
7. A. Ceban, R. Pusca, R. Romary, Eccentricity and broken rotor bars faults effects on the external axial field, in: Proceedings of the 19th International Conference on Electrical Machines, Rome, Italy, 2010, pp. 1-3.
8. I. Jaksch, J. Zalud, Rotor fault detection of induction motors by sensorless irregularity revolution analysis, in: Proceedings of the 19th International Conference on Electrical Machines, Rome, Italy, 2010, pp. 1-3.
9. M. Riera-Guasp, J.A. Antonino-Daviu, M. Pineda-Sanchez, R. Puche-Panadero, and J. Perez-Cruz A general approach for the transient detection of slip-dependent fault components based on the discrete wavelet transform IEEE Trans. Ind. Electron. 55 2008 4167 4180
10. J. Antonino-Daviu, P. Jover-Rodriguez, M. Riera-Guasp, A. Arkkio, J. Roger-Folch, and R.B. Pérez Transient detection of eccentricity-related components in induction motors through the Hilbert-Huang transform Energy Convers. Manage. 50 2009 1810 1820
11. V. Climente-Alarcon, J. Antonino-Daviu, M. Riera-Guasp, J. Pons-Llinares, J. Roger-Folch, P. Jover-Rodriguez, and A. Arkkio Transient tracking of low and high-order eccentricity-related components in induction motors via TFD tools Mech. Syst. Signal Process. 25 2 2011 667 679
12. S. Rajagopalan, J.A. Restrepo, J.M. Aller, T.G. Habetler, and R.G. Harley Nonstationary motor fault detection using recent quadratic time-frequency representations IEEE Trans. Ind. Appl. 44 3 2008 735 744 (Pubitemid 351796120)
13. D. Morinigo-Sotelo, L.A. Garcia-Escudero, O. Duque-Perez, and Marcelo Perez-Alonso Practical aspects of mixed-eccentricity detection in PWM Voltage-Source-Inverter-Fed Induction Motors IEEE Trans. Ind. Electron. 57 1 2010 252 262
14. B. Akin, U. Orguner, H.A. Toliyat, and M. Rayner Low order PWM inverter harmonics contributions to the inverter-fed induction machine fault diagnosis IEEE Trans. Ind. Electron. 55 2 2008 610 619 (Pubitemid 351344235)
15. J.H. Jung, J.J. Lee, and B.H. Kwon Online diagnosis of induction motors using MCSA IEEE Trans. Ind. Electron. 53 6 2006 1842 1852
16. J.F. Bangura, R.J. Povinelli, N.A. O. Demerdash, and R.H. Brown Diagnostics of eccentricities and bar/end-ring connector breakages in polyphase induction motors through a combination of time-series data mining and time-stepping coupled FE-state-space techniques IEEE Trans. Ind. Appl. 39 4 2003 1005 1013
17. M. Blödt, J. Regnier, and J. Faucher Distinguishing load torque oscillations and eccentricity faults in induction motors using stator current Wigner distributions IEEE Trans. Ind. Appl. 45 6 2009 1991 2000
18. L. Wu, X. Huang, T.G. Habetler, and R.G. Harley Eliminating load oscillation effects for rotor eccentricity detection in closed-loop drive-connected induction motors IEEE Trans. Power Electron. 22 4 2007 1543 1551 (Pubitemid 47098856)
19. G. Bossio, C. De Angelo, J. Solsona, G.O. García, and M.I. Valla Application of an additional excitation in inverter-fed induction motors for air-gap eccentricity diagnosis IEEE Trans. Energy Convers. 21 4 2006 839 847 (Pubitemid 44824168)
20. M. Akar Detection of a static eccentricity fault in a closed loop driven induction motor by using the angular domain order tracking analysis method Mech. Syst. Signal Process. 34 1-2 2013 173 182
21. B. Trajina, M. Chabertc, J. Regniera, and J. Fauchera Hilbert versus Concordia transform for three-phase machine stator current time-frequency monitoring Mech. Syst. Signal Process. 23 8 2009 2648 2657
22. J. Faiz, and M. Ojaghi Instantaneous-power harmonics as indexes for mixed eccentricity fault in mains-fed and open/closed-loop drive-connected squirrel-cage induction motors IEEE Trans. Ind. Electron. 56 11 2009 4718 4726
23. 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. Magn. 44 6 2008 1538 4726
24. B. Akin, U. Orguner, H.A. Toliyat, and M. Rayner Phase-sensitive detection of motor fault signatures in the presence of noise IEEE Trans. Ind. Electron. 55 6 2008 2539 2550
25. X. Huang, T.G. Habetler, and R.G. Harley Detection of rotor eccentricity faults in a closed-loop drive-connected induction motor using an artificial neural network IEEE Trans. Power Electron. 22 4 2007 1552 (1541)
26. S. Mallat A Wavelet Tour of Signal Processing 1998 Academic New York (Chapter 4)
27. Z. Feng, M. Liang, and F. Chu Recent advances in time-frequency analysis methods for machinery fault diagnosis: a review with application examples Mech. Syst. Signal Process. 38 1 2013 165 205
28. J. Pons-Llinares, J.A. Antonino-Daviu, M. Riera-Guasp, M. Pineda-Sánchez, and V. Climente-Alarcón Induction motor diagnosis based on a transient current analytic wavelet transform via frequency B-splines IEEE Trans. Ind. Electron. 8 5 2011 1530 1544
29. J. Faiz, and M. Ojaghi Different indexes for eccentricity faults diagnosis in three-phase squirrel-cage induction motors: a review Mechatronics 19 1 2009 2 13
30. S.B. Chaudhury, S. Gupta, Online identification of AC motor misalignment using current signature analysis and modified K-mean clustering technique, in: Proceedings of the IEEE International Conference on Industrial Technology, Mumbai, India, 2006, pp. 2331-2336.