Trends in fault diagnosis for electrical machines: A review of diagnostic techniques

IEEE Industrial Electronics Magazine

Volumn 8, Issue 2, 2014, Pages 31-42

  Henao, Humberto ^a   Capolino, Gerard Andre ^a   Fernandez Cabanas, Manes ^b   Filippetti, Fiorenzo ^c   Bruzzese, Claudio ^d   Strangas, Elias ^e   Pusca, Remus ^f   Estima, Jorge ^g   Riera Guasp, Martin ^h   Hedayati Kia, Shahin ^a  

^a UNIVERSITÉ DE PICARDIE JULES VERNE   (France)

^b UNIVERSITY OF OVIEDO   (Spain)

^c UNIVERSITY OF BOLOGNA   (Italy)

^d SAPIENZA UNIVERSITY OF ROME   (Italy)

^e Michigan State University   (United States)

^f UNIVERSITÉ D'ARTOIS   (France)

^g UNIVERSITY OF BEIRA INTERIOR   (Portugal)

^h UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

CHEMICAL DETECTION; MAINTENANCE;

DIAGNOSTIC TECHNIQUES; ELECTRICAL DRIVES; ELECTRICAL MACHINE; INCIPIENT FAULTS; MAINTENANCE COST; RESEARCH INTERESTS; ROTATING ELECTRICAL MACHINES; UNSCHEDULED MAINTENANCE;

ELECTRIC MACHINERY;

EID: 84903176130     PISSN: 19324529     EISSN: None     Source Type: Journal    
DOI: 10.1109/MIE.2013.2287651     Document Type: Review

References (58)

1. H. A. Toliyat, S. Nandi, S. Choi, and H. Meshgin-Kelk, Electric Machines, Modeling, Condition Monitoring and Fault Diagnosis. Boca Raton, FL: CRC, 2012
2. A. Bellini, F. Filippetti, C. Tassoni, and G.-A. Capolino, "Advances in diagnostic techniques for induction machines," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4109-4126, 2008
3. S. Grubic, J. M. Aller, B. Lu, and T. G. Habetler, "A survey on testing and monitoring methods for stator insulation systems of low-voltage induction machines focusing on turn insulation problems," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4127-4136, Dec. 2008
4. P. Zhang, Y. Du, T. G. Habetler, and B. Lu, "A survey of condition monitoring and protection methods for medium-voltage induction motors," IEEE Trans. Ind. Applicat., vol. 47, no. 1, pp. 34-46, Jan./Feb. 2011
5. S. H. Kia, H. Henao, and G.-A. Capolino, "Diagnosis of broken-bar fault in induction machines using discrete wavelet transform without slip estimation," IEEE Trans. Ind. Applicat., vol. 45, no. 4, pp. 1395-1404, July/Aug. 2009
6. A. Stefani, A. Bellini, and F. Filippetti, "Diagnosis of induction machines' rotor faults in timevarying conditions," IEEE Trans. Ind. Electron., vol. 56, no. 11, pp. 4548-4556, Nov. 2009
7. M. Riera-Guasp, J. 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., vol. 55, no. 12, pp. 4167-4180, Dec. 2008
8. Y. Gritli, L. Zarri, C. Rossi, F. Filippetti, G.-A. Capolino, and D. Casadei, "Advanced diagnosis of electrical faults in wound rotor induction machines," IEEE Trans. Ind. Electron., vol. 60, no. 9, pp. 4012-4024, Sept. 2013
9. G. C. Stone, E. A. Boulter, I. Culbert, and H. Dhirani, Electrical Insulation for Rotating Machines: Design, Evaluation, Aging, Testing, and Repair. Piscataway, NJ: IEEE Press, 2004
10. Rotating Electrical Machines: On-line Partial Discharge Measurements on the Stator Winding Insulation of Rotating Electrical Machines, International Electrotechnical Commission Standard IEC/TS 60034-27-2, 2012
11. G. C. Stone, "Recent important changes in IEEE motor and generator winding insulation diagnostic testing standards," IEEE Trans. Ind. Applicat., vol. 41, no. 1, pp. 91-100, Feb. 2005 (Pubitemid 40241995)
12. Test of Insulation of Bars and Coils of High-Voltage Machines, BS EN 50209, 1999
13. S. M. Tetrault, G. C. Stone, and H. G. Sedding, "Monitoring partial discharges on 4-kV motor windings," IEEE Trans. Ind. Applicat., vol. 35, no. 3, pp. 682-688, June 1999
14. J. H. Dymond, N. Stranges, K. Younsi, and J. E. Hayward, "Stator winding failures: Contamination, surface discharge, tracking," IEEE Trans. Ind. Applicat., vol. 38, no. 2, pp. 577-583, Apr. 2002 (Pubitemid 34491540)
15. M. F. Cabanas, J. G. Norniella, M. G. Melero, C. H. Rojas, J. M. Cano, F. Pedrayes, and G. A. Orcajo, "Detection of stator winding insulation failures: On-line and off-line tests," in Proc. IEEE Workshop Electrical Machines Design, Control and Diagnosis (WEMDCD'2013), Paris, France, 11-12 Mar., pp. 208-217
16. F. Filippetti, A. Bellini, and G.-A. Capolino, "Condition monitoring and diagnosis of rotor faults in induction machines: State of art and future perspectives," in Proc. IEEE Workshop Electrical Machines Design, Control and Diagnosis (WEMDCD'2013), Paris, France, Mar. 11-12, pp. 194-207
17. C. Kral, F. Pirker, G. Pascoli, and H. Kapeller, "Robust rotor fault detection by means of the Vienna monitoring method and a parameter tracking technique," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4229-4237, Dec. 2008
18. D. Zarko, D. Ban, I. Vazdar, and V. Jaric, "Calculation of unbalanced magnetic pull in a salient-pole synchronous generator using finite-element method and measured shaft orbit," IEEE Trans. Ind. Electron., vol. 59, no. 6, pp. 2536-2549, June 2012
19. S. Nandi, T. C. Ilamparithi, S. B. Lee, and D. Hyun, "Detection of eccentricity faults in induction machines based on nameplate parameters," IEEE Trans. Ind. Electron., vol. 58, no. 5, pp. 1673-1683, May 2011
20. C. Concari, G. Franceschini, and C. Tassoni, "Toward practical quantification of induction drive mixed eccentricity," IEEE Trans. Ind. Applicat., vol. 47, no. 3, pp. 1232-1239, May/June 2011
21. 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., vol. 22, no. 4, pp. 1453-1551, July 2007
22. A. Ceban, R. Pusca, and R. Romary, "Study of rotor faults in induction motors using external magnetic field analysis," IEEE Trans. Ind. Electron., vol. 59, no. 5, pp. 2082-2093, May 2012
23. C. Bruzzese and G. Joksimovic, "Harmonic signatures of static eccentricities in the stator voltages and in the rotor current of no-load salient pole synchronous generators," IEEE Trans. In d. Electron., vol. 58, no. 5, pp. 1606-1624, May 2011
24. C. Bruzzese, "Field experience with the splitphase current signature analysis (SPCSA): Eccentricity assessment for a stand-alone alternator in time-varying and unbalanced load conditions," in Proc. IEEE Workshop Electrical Machines Design, Control and Diagnosis (WEMDCD'2013), Paris, France, Mar. 11-12, pp. 255-268
25. F. Immovilli, A. Bellini, R. Rubini, and C. Tassoni, "Diagnosis of bearing faults in induction machines by vibration or current signals: A critical comparison," IEEE Trans. Ind. Applicat., vol. 46, no. 4, pp. 1350-1359, July/Aug. 2010
26. S. H. Kia, H. Henao, and G.-A. Capolino, "A comparative study of acoustic, vibration and stator current signatures for gear tooth fault diagnosis," in Proc. Int. Conf. Electrical Machines (ICEM'2012), Marseille, France, Sept. 2-5, pp. 1512-1517
27. J. Rosero, L. Romeral, E. Rosero, and J. Urresty, "Fault detection in dynamic conditions by means of discrete wavelet decomposition for PMSM running under bearing damage," in Proc. IEEE Applied Power Electronics Conf. Expo. (APEC'2009), Feb., pp. 951-956
28. M. Amarnath and I. Praveen Krishna, "Empirical mode decomposition of acoustic signals for diagnosis of faults in gears and rolling element bearings," IET Sci., Measure. Technol., vol. 6, no. 4, pp. 279-287, July 2012
29. W. Zhou, T. G. Habetler, and R. G. Harley, "Incipient bearing fault detection via motor stator current noise cancellation using Wiener filter," IEEE Trans. Ind. Applicat., vol. 45, no. 4, pp. 1309-1317, July/Aug. 2009
30. B. Zhang, C. Sconyers, C. Byington, R. Patrick, M. Orchard, and G. Vachtsevanos, "A probabilistic fault detection approach: Application to bearing fault detection," IEEE Trans. Ind. Electron., vol. 58, no. 5, pp. 2011-2018, May 2011
31. E. G. Strangas, "Response of electrical drives to gear and bearing faults-Diagnosis under transient and steady state conditions," in Proc. IEEE Workshop Electrical Machines Design, Control and Diagnosis (WEMDCD'2013), Paris, France, Mar. 11-12, pp. 287-294
32. P. J. Tavner, P. Hammond, and J. Penman, "Contribution to the study of leakage fields at the ends of rotating electrical machines," Proc. IEE, vol. 125, no. 12, 1978, pp. 1339-1349 (Pubitemid 9425498)
33. H. Henao, C. Demian, and G.-A. Capolino, "A frequency-domain detection of stator winding faults in induction machines using an external flux sensor," IEEE Trans. Ind. Applicat., vol. 39, pp. 1272-1279, Sept./Oct. 2003
34. M. F. Cabanas, M. G. Melero, G. A. Orcajo, F. Rodriguez Faya, and J. Solares Sariego, "Experimental application of axial leakage flux to the detection of rotor asymmetries, mechanical anomalies and inter-turn short-circuits in working induction motors," in Proc. Int. Conf. Electrical Machines (ICEM'1998), Istanbul, Turkey, Sept. 2-4, pp. 420-425
35. J. Penman, H. G. Sedding, B. A. Lloyd, and W. T. Fink, "Detection and location of interturn short circuit in the stator windings of operating motors," IEEE Trans. Energy Convers., vol. 9, no 4, pp. 652-658, Dec. 1994
36. A. Kameari, "Three dimensional eddy current calculation using finite element method with A-V in conductor and in vacuum," IEEE Trans. Magn., vol. 24, no. 1, pp. 118-121, Jan. 1988
37. R. Romary, D. Roger, and J. F. Brudny, "Analytical computation of an AC machine external magnetic field," Eur. Phys. J. Appl. Phys., vol. 47, no. 3, pp. 1-11, Sept. 2009
38. R. Romary, R. Pusca, J. P. Lecointe, and J. F. Brudny, "Electrical machines fault diagnosis by stray flux analysis," in Proc. IEEE Workshop Electrical Machines Design, Control and Diagnosis (WEMDCD' 2013), Paris, France, Mar. 11-12, pp. 245-254
39. A. J. M. Cardoso, "The Park's vector approach: A general tool for diagnostics of electrical machines, power electronics and adjustable speed drives," in Proc. IEEE Int. Symp. Diagnostics for Electrical Machines, Power Electronics, and Drives (SDEMPED'1997), Carry-le-Rouet, France, Sept. 1997, pp. 261-269
40. A. J. M. Cardoso, A. M. S. Mendes, and M. A. Cruz, "The Park's vector approach: New developments in on-line fault diagnosis of electrical machines, power electronics and adjustable speed drives," in Proc. IEEE Int. Symp. Diagnostics for Electrical Machines, Power Electronics, and Drives (SDEMPED'1999), Gijon, Spain, Sept. 1999, pp. 89-97
41. J. O. Estima, N. M. A. Freire, and A. J. M. Cardoso, "Recent advances in fault diagnosis by Park's vector approach," in Proc. IEEE Workshop Electrical Machines Design, Control and Diagnosis (WEMDCD'2013), Paris, France, Mar. 11-12, pp. 277-286
42. J. O. Estima and A. J. M. Cardoso, "A new approach for real-time multiple open-circuit fault diagnosis in voltage source inverters," IEEE Trans. Ind. Applicat., vol. 47, no. 6, pp. 2487-2494, Nov./Dec. 2011
43. N. M. A. Freire, J. O. Estima, and A. J. M. Cardoso, "Open-circuit fault diagnosis in PMSG drives for wind turbine applications," IEEE Trans. Ind. Electron., vol. 60, no. 9, pp. 3957-3967, Sept. 2013
44. W. Sleszynski, J. Nieznanski, and A. Cichowski, "Open-transistor fault diagnostics in voltagesource inverters by analyzing the load currents," IEEE Trans. Ind. Electron., vol. 56, no. 11, pp. 4681-4688, Nov. 2009
45. J. O. Estima and A. J. M. Cardoso, "A new algorithm for real-time multiple open-circuit fault diagnosis in voltage-fed PWM motor drives by the reference current errors," IEEE Trans. Ind. Electron., vol. 60, no. 8, pp. 3496-3505, Aug. 2013
46. B. Xu, L. Sun, L. Xu, and G. Xu, "An ESPRITSAA-based detection method for broken rotor bar fault in induction motors," IEEE Trans. Energy Convers., vol. 27, no. 3, pp. 654-660, Sept. 2012
47. S. H. Kia, H. Henao, and G.-A. Capolino, "Windings monitoring of wound rotor induction machines under fluctuating load conditions," in Proc. IEEE Annu. Conf. Industrial Electronics (IECON'2011) Melbourne, Australia, Nov. 7-10, 2011, pp. 3459-3465
48. Y. Gritli, C. Rossi, L. Zarri, F. Filippetti, A. Chatti, and D. Casadei, "Double frequency sliding and wavelet analysis for rotor fault diagnosis in induction motors under time-varying operating condition," in Proc. IEEE Int. Symp. Diagnostics for Electrical Machines, Power Electronics, and Drives (SDEMPED'2011), Bologna, Italy, Sept. 5-8, pp. 676-683
49. F. Vedreño-Santos, M. Riera-Guasp, H. Henao, and M. Pineda-Sanchez, "Diagnosis of faults in induction generators under fluctuating load conditions through the instantaneous frequency of the fault components," in Proc. Int. Conf. Electrical Machines (ICEM'2012), Marseille, France, Sept. 2-5, pp. 1653-1659
50. F. Vedreño-Santos, M. Riera-Guasp, H. Henao, M. Pineda-Sanchez, and J. A. Antonino-Daviu, "Diagnosis of eccentricity in induction machines working under fluctuating load conditions, through the instantaneous frequency," in Proc. IEEE Annu. Conf. Industrial Electronics (IECON'2012), Montréal, Canada, Nov. 2012, pp. 5108-5113
51. M. Riera-Guasp, J. Pons-Llinares, V. Climente-Alarcon, F. Vedreño-Santos, M. Pineda-Sanchez, J. A. Antonino-Daviu, M. Puche-Panadero, J. Perez-Cruz, and J. Roger-Folch, "Diagnosis of induction machines under non-stationary conditions: Concepts and tools," in Proc. IEEE Workshop Electrical Machines Design, Control and Diagnosis (WEMDCD'2013), Paris, France, Mar. 11-12, pp. 218-229
52. V. Climente-Alarcon, J. A. Antonino-Daviu, M. Riera-Guasp, R. Puche-Panadero, and L. Escobar, "Application of the Wigner-Ville distribution for the detection of rotor asymmetries and eccentricity through high-order harmonics," Electric Power Syst. Res., vol. 91, pp. 28-36, Oct. 2012
53. S. H. Kia, H. Henao, and G.-A. Capolino, "Efficient digital signal processing techniques for induction machines fault diagnosis," in Proc. IEEE Workshop Electrical Machines Design, Control and Diagnosis (WEMDCD'2013), Paris, France, Mar. 11-12, pp. 230-244
54. S. H. Kia, H. Henao, and G.-A. Capolino, "Some digital signal processing techniques for induction machines diagnosis," in Proc. IEEE Int. Symp. Diagnostics for Electrical Machines, Power Electronics, and Drives (SDEMPED'2011), Bologna, Italy, Sept. 5-8, pp. 322-329
55. M. Delgado, G. Cirrincione, A. Garcia, J. A. Ortega, and H. Henao, "Bearing fault detection by a novel condition-monitoring scheme based on statistical-time features and neural networks," IEEE Trans. Ind. Electron., vol. 60, no. 8, pp. 3398-3407, Aug. 2013
56. T. Boukra, A. Lebaroud, and G. Clerc, "Statistical and neural-network approaches for the classification of induction machine faults using the ambiguity plane representation," IEEE Trans. Ind. Electron., vol. 60, no. 9, pp. 4034-4042, Sept. 2013
57. IEEE Recommended Practice for Measurement of Power Factor Tip-Up of Electric Machinery Stator Coil Insulation, IEEE Standard 286-2000
58. IEEE Trial-Use Guide to the Measurement of Partial Discharges in Rotating Machinery, IEEE Standard 1434-2000.