Discriminating the simultaneous occurrence of three-phase induction motor rotor faults and mechanical load oscillations by the instantaneous active and reactive power media signature analyses

IEEE Transactions on Industrial Electronics

Volumn 59, Issue 3, 2012, Pages 1630-1639

  Drif, M'Hamed ^a,b   Marques Cardoso, António J ^a,c  

^a UNIVERSITY OF COIMBRA   (Portugal)

^b UNIVERSITÉ DES SCIENCES ET DE LA TECHNOLOGIE D ORAN MOHAMED BOUDIAF   (Algeria)

^c UNIVERSITY OF COIMBRA   (Portugal)

Author keywords

Fault diagnosis; instantaneous active power; mechanical load effects; reactive power signature analysis; rotor faults; squirrel cage induction motor; stator current spectrum; torque oscillation

Indexed keywords

INSTANTANEOUS ACTIVE POWER; MECHANICAL LOADS; REACTIVE POWER SIGNATURE ANALYSIS; ROTOR FAULTS; SQUIRREL CAGE INDUCTION MOTOR; STATOR CURRENT SPECTRUM;

ELECTRIC POWER FACTOR; REACTIVE POWER; ROTORS (WINDINGS);

INDUCTION MOTORS;

EID: 80155179472     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2011.2161252     Document Type: Article

References (47)

1. S. Nandi, H. A. Toliyat, and X. Li, "Condition monitoring and faultdiagnosis of electrical motors-A review" IEEE Trans. Energy Convers.,vol. 20, no. 4, pp. 719-729, Dec. 2005.
2. M. E. H. Benbouzid, "A review of induction motors signature analysis asmedium for fault detection" IEEE Trans. Ind. Electron., vol. 47, pp. 984-993, Oct. 2000.
3. M. Eltabach, A. Charara, and I. Zein, "A comparison of external andinternal methods of signal spectral analysis for broken rotor bars detectionin induction motors" IEEE Trans. Ind. Electron., vol. 51, no. 1, pp. 107-121, Feb. 2004.
4. R. R. Schoen and T. G. Habetler, "Effects of time-varying loads on rotorfault detection in induction machines" IEEE Trans. Ind. Appl., vol. 31,no. 4, pp. 900-906, Jul./Aug. 1995.
5. R. R. Schoen and T. G. Habetler, "Evaluation and implementation of asystem to eliminate arbitrary load effects in current-based monitoring ofinduction machines" IEEE Trans. Ind. Appl., vol. 33, no. 6, pp. 1571-1577, Nov./Dec. 1997.
6. R. R. Obaid and T. G. Habetler, "Effect of load on detecting mechanicalfaults in small induction motors" in Proc. IEEE SDEMPED, Atlanta, GA,Aug. 24-26, 2003, pp. 307-311.
7. W. Long, T. G. Habetler, and H. G. Harley, "Review of separating mechanicalload effects from rotor faults detection in induction motors" inProc. IEEE SDEMPED, Gracow, Poland, 2007, pp. 221-225.
8. A. Khezzar, M. Y. Kaikaa, M. E. Oumaamar, M. Boucherma, andH. Razik, "On the use of slot harmonics as a potential indicator of rotor barbreakage in the induction machine" IEEE Trans. Ind. Electron., vol. 56,no. 11, pp. 4592-4605, Nov. 2009.
9. S. M. A. Cruz and A. J. M. Cardoso, "Rotor cage fault diagnosis in operatingthree-phase induction motors, under the presence of time-varyingloads" in Proc. 9th Eur. Conf. Power Electron. Appl., Graz, Austria,Aug. 27-28, 2001.
10. A. M. da Silva, R. J. Povinelli, and N. A. O. Demerdash, "Inductionmachine broken bar and stator short-circuit fault diagnostics based onthree-phase stator current envelopes" IEEE Trans. Ind. Electron., vol. 55,no. 3, pp. 1310-1318, Mar. 2008.
11. B. Ayhan, H. J. Trussell, C. Mo-Yuen, and S. Myung-Hyun, "On the useof a lower sampling rate for broken rotor bar detection with DTFT andAR-based spectrum methods" IEEE Trans. Ind. Electron., vol. 55, no. 3,pp. 1421-1434, Mar. 2008.
12. A. Stefani, A. Bellini, and F. Filippetti, "Diagnosis of induction machines'rotor faults in time-varying conditions" IEEE Trans. Ind. Elec., vol. 56,no. 11, pp. 4548-4556, Nov. 2009.
13. B. Mirafzal and N. A. O. Demerdash, "Effects of load magnitude ondiagnosing broken bar faults in induction motors using the pendulousoscillation of the rotor magnetic field orientation" IEEE Trans. Ind. Appl.,vol. 41, no. 3, pp. 771-783, May/Jun. 2005.
14. W. Long, T. G. Habetler, and R. G. Harley, "Separating load torqueoscillation and rotor fault effects in stator current-based motor conditionmonitoring" in Proc. IEEE Int. Conf. Elect. Mach. Drives, 2005,pp. 1889-1894.
15. S. F. Legowski, A. H.M. Sadrul Ula, and A.M. Trzynadlowski, "Instantaneouspower as a medium for the signature analysis of induction motors"IEEE Trans. Ind. Appl., vol. 32, no. 4, pp. 904-909, Jul./Aug. 1996.
16. A. M. Trzynadlowski, M. Ghassemzadeh, and S. F. Legowski, "Diagnosticsof mechanical abnormalities in induction motors using instantaneouselectric power" IEEE Trans. Energy Convers., vol. 14, no. 4, pp. 1417-1423, Dec. 1999.
17. M. Drif, N. Benouzza, A. Bendiabdellah, and J. A. Dente, "Inductionmotor load effect diagnostic utilizing instantaneous power spectrum" inProc. 9th Eur. Conf. Power Electron. Appl., Graz, Austria, Aug. 27-28,2001.
18. Z. Liu, X. Yin, Z. Zhang, and D. Chen, "Online rotor mixed fault diagnosisway based on spectrum analysis of instantaneous power in squirrel cageinduction motors" IEEE Trans. Energy Convers., vol. 19, no. 3, pp. 485-490, Sep. 2004.
19. J. Faiz and M. Ojaghi, "Instantaneous-power harmonics as indexesfor mixed eccentricity fault in mains-fed and open/closed-loop driveconnectedsquirrel-cage induction motors" IEEE Trans. Ind. Electron.,vol. 56, no. 11, pp. 4718-4726, Nov. 2009.
20. C. Kral, F. Pirker, and G. Pascoli, "Influence of load torque on rotorasymmetry effects in squirrel cage induction machines including detectionby means of the Vienna monitoring method" in Proc. 9th Eur. Conf.Power Electron. Appl., Graz, Austria, Aug. 27-28, 2001.
21. C. Kral, T. G. Habetler, and R. G. Harley, "Detection of mechanicalimbalance of induction machines without spectral analysis of timedomainsignals" IEEE Trans. Ind. Appl., vol. 40, no. 4, pp. 1101-1106,Jul./Aug. 2004.
22. A. M. Trzynadlowski and E. Ritchie, "Comparative investigation of diagnosticmedia for induction motors: A case of rotor cage faults" IEEETrans. Ind. Electron., vol. 47, no. 5, pp. 1092-1099, Oct. 2000.
23. M. Drif and A. J. M. Cardoso, "Instantaneous real power signature analysisas a tool for airgap eccentricity diagnostics in three-phase inductionmotors" in Proc. ICEM, Chania, Greece, Sep. 2-5, 2006.
24. M. Drif and A. J. M. Cardoso, "Airgap-eccentricity fault diagnosis, inthree-phase induction motors, by the complex apparent power signatureanalysis" IEEE Trans. Ind. Electron., vol. 55, no. 3, pp. 1404-1410,Mar. 2008.
25. M. Drif and A. J. M. Cardoso, "The use of the instantaneous- reactivepowersignature analysis for rotor-cage-fault diagnostics in three-phaseinduction motors" IEEE Trans. Ind. Electron., vol. 56, no. 11, pp. 4606-4614, Nov. 2009.
26. A. Khezzar,M. E. Oumaamar,M. Hadjami, M. Boucherma, and H. Razik,"Induction motor diagnosis using line neutral voltage signatures" IEEETrans. Ind. Electron., vol. 56, no. 11, pp. 4581-4591, Nov. 2009.
27. A. Ordaz-Moreno, R. de Jesus Romero-Troncoso, J. A. Vite-Frias,J. R. Rivera-Gillen, and A. Garcia-Perez, "Automatic online diagnosisalgorithm for broken-bar detection on induction motors based on discretewavelet transform for FPGA implementation" IEEE Trans. Ind. Electron.,vol. 55, no. 5, pp. 2193-2202, May 2008.
28. S. H. Kia, H. Henao, and G. A. Capolino, "A high-resolution frequencyestimation method for three-phase induction machine faultdetection" IEEE Trans. Ind. Electron., vol. 54, no. 4, pp. 2305-2314,Aug. 2007.
29. J.-H. Jung, J.-J. Lee, and B.-H. Kwon, "Online diagnosis of induction motorsusing MCSA" IEEE Trans. Ind. Electron., vol. 53, no. 6, pp. 1842-1852, Dec. 2006.
30. N. Arthur and J. Penman, "Induction machine condition monitoring withhigher order spectra" IEEE Trans. Ind. Electron., vol. 47, no. 5, pp. 1031-1041, Oct. 2000.
31. A. Bellini, A. Yazidi, F. Filippetti, C. Rossi, and G. A. Capolino, "Highfrequency resolution techniques for rotor fault detection of inductionmachines" IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4200-4209,Dec. 2008.
32. A. Bellini, "Quad demodulation: A time-domain diagnostic method forinduction machine" IEEE Trans. Ind. Appl., vol. 45, no. 2, pp. 712-719,Mar./Apr. 2009.
33. H. Su and K. T. Chong, "Induction machine condition monitoring usingneural network modeling" IEEE Trans. Ind. Electron., vol. 54, no. 1,pp. 241-249, Feb. 2007.
34. H. Razik, M. B. de Rossiter Corrêa, and E. R. C. da Silva, "A novel monitoringof load level and broken bar fault severity applied to squirrel-cageinduction motors using a genetic algorithm" IEEE Trans. Ind. Electron.,vol. 56, no. 11, pp. 4615-4626, Nov. 2009.
35. M. Pineda-Sanchez, M. Riera-Guasp, J. A. Antonino-Daviu,J. Roger-Folch, J. Perez-Cruz, and R. Puche-Panadero, "Instantaneousfrequency of the left sideband harmonic during the start-up transient: Anew method for diagnosis of broken bars" IEEE Trans. Ind. Electron.,vol. 56, no. 11, pp. 4557-4570, Nov. 2009.
36. M. Blödt, J. Regnier, and J. Faucher, "Distinguishing load torque oscillationsand eccentricity faults in induction motors using stator currentWigner distributions" IEEE Trans. Ind. Appl., vol. 45, no. 6, pp. 1991-2000, Nov./Dec. 2009.
37. M. Pineda-Sanchez, M. Riera-Guasp, J. Roger-Folch, J. A. Antonino-Daviu, J. Perez-Cruz, and R. Puche-Panadero, "Diagnosis of inductionmotor faults in time-varying conditions using the polynomial-phase transformof the current" IEEE Trans. Ind. Electron., vol. 58, no. 4, pp. 1428-1439, Apr. 2011.
38. D. Morinigo-Sotelo, L. A. Garcia-Escudero, O. Duque-Perez, andM. Perez-Alonso, "Practical aspects of mixed-eccentricity detection inPWM voltage-source-inverter-fed induction motors" IEEE Trans. Ind.Electron., vol. 57, no. 1, pp. 252-262, Jan. 2010.
39. M. Drif and A. J.M. Cardoso, "Rotor cage fault diagnostics in three-phaseinduction motors, by the instantaneous phase-angle signature analysis" inProc. IEMDC, Antalya, Turkey, May 3-5, 2007, pp. 1440-1445.
40. M. Drif and A. J. M. Cardoso, "Airgap eccentricity fault diagnosis, inthree-phase induction motors, using the instantaneous power factor signatureanalysis" in Proc. PEMD, York, U.K., Apr. 2-4, 2008, pp. 587-591.
41. C. H. De Angelo, G. R. Bossio, J. M. Bossio, and G. O. Garcia, "Separatingbroken rotor bars and load oscillations on fault diagnosis through theinstantaneous active and reactive currents" IEEE Trans. Ind. Electron.,vol. 56, no. 11, pp. 4571-4580, Nov. 2009.
42. M. Drif and A. J. M. Cardoso, "On-line fault diagnostics in operatingthree-phase induction motors by active and reactive power media" inProc. ICEM, Vilamoura, Portugal, Sep. 2-5, 2008, pp. 1-6.
43. A. Bellini, F. Filippetti, G. Franceschini, C. Tassoni, and G. B. Kliman,"Quantitative evaluation of induction motor broken bars by means ofelectrical signature analysis" IEEE Trans. Ind. Appl., vol. 37, no. 5,pp. 1248-1255, Sep./Oct. 2001.
44. J.-H. Jung and B.-H. Kwon, "Corrosion model of a rotor-bar-under-faultprogress in induction motors" IEEE Trans. Ind. Electron., vol. 53, no. 6,pp. 1829-1841, Dec. 2006.
45. S. Nandi, R. M. Bharadwaj, and H. A. Toliyat, "Performance analysisof a three phase induction motor under mixed eccentricity" IEEE Trans.Energy Convers., vol. 17, no. 3, pp. 392-399, Sep. 2002.
46. S. M. A. Cruz and A. J. M. Cardoso, "Rotor cage fault diagnosis in threephaseinduction motors by the extended Park's vector approach" Elect.Mach. Power Syst., vol. 28, no. 4, pp. 289-299, 2000.
47. A. J. M. Cardoso, E. S. Saraiva, M. L. Sousa Mateus, and A. L. Ramalho,"On-line detection of airgap eccentricity in 3-phase induction motors, byPark's vector approach" in Proc. Inst. Elect. Eng.-5th Int. Conf. Elect.Mach. Drives, London, U.K., Sep. 1991, pp. 61-66.