Pattern recognition-a technique for induction machines rotor fault detection broken bar fault

IEMDC 2001 - IEEE International Electric Machines and Drives Conference

Volumn , Issue , 2001, Pages 899-904

  Haji, Masoud ^a   Toliyat, Hamid A ^a  

^a TEXAS A AND M UNIVERSITY   (United States)

Author keywords

broken bars fault; Fault diagnosis; induction motor; speed estimation; statistical classifier

Indexed keywords

AC INDUCTION MOTORS; BROKEN BAR; BROKEN ROTOR BAR FAULT; PATTERN RECOGNITION TECHNIQUES; ROTOR FAULT DETECTION; SPEED ESTIMATION; STATISTICAL CLASSIFIER; THEORETICAL APPROACH;

AC GENERATOR MOTORS; AUTOMOBILE EXHIBITIONS; CLASSIFICATION (OF INFORMATION); DIGITAL STORAGE; ELECTRIC DRIVES; ELECTRIC MACHINERY; FAILURE ANALYSIS; FAULT DETECTION; INDUCTION MOTORS; PATTERN RECOGNITION; STATORS;

ROTORS (WINDINGS);

EID: 77952882013     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMDC.2001.939426     Document Type: Conference Paper

References (27)

1. p. Vas, Parameter Estimation, Condition Monitoring and Diagnosis of Electrical Machines, Oxford University Press, 1993
2. B. G. Gaydon, "An instrument to detect induction motor rotor circuit defects by speed fluctuation measurements". Electric test and measuring instmmentation-Testmex '79 conference papers, pp 5-8 1979
3. P. J. Tavner and J. Penman, Condition Monitoring of Electrical Machines, Research Studies Press, Letchworth, England, 1987
4. W. T. Thomson, "A review of on-line condition monitoring techniques for three-phase squirrel cage Induction Motors-Past Present and Future", IEEE SDEMPED'99, pp. 3-18 Sept. 1999, Spain
5. C. J. Dister and R. Schiferl, "Using temperature, voltage, and/or speed measurements to improve trending of induction motors RMS currents in process control and diagnostics" Industry Applications Conference, 1998. Thirty-Third IAS Annual Meeting. The 1998 IEEE Volume: 1, 1998, pp. 312-318, vol 1
6. H. CaUs and P. J. Unsworth, "Fault diagnosis in Induction Motors by motor current signal analysis" IEEE SDEMPED'99, pp. 237-241 Sept. 1999, Spain
7. G. B. Kliman, R. A. Koegl, J. Stein, R. D. Endicott, M. W. Madden, "Noninvasive Detection of Broken Rotor Bars in Operating Induction Motors", IEEE Trans. Energy Conv. Vol. EC-3, No. 4, pp. 873-879, Dec. 1988
8. S. Nandi, H. A. Toliyat, "Detection of Rotor Slot and Other Related Harmonics In a Three Phase Induction Motor With Different Rotor Cages", IEEE-PEDES'98, Perth, Australia, Nov. 30-Dec. 3, 1998
9. S. Nandi, H. A. Toliyat, "Condition Monitoring and Fauh Diagnosis of Electrical Machines-A Review", IEEE Industry Applications Conference, 1999. Thirty-Fourth IAS Annual Meeting. Vol. 1, 1999, pp. 197-204, vol. 1
10. B. Yazici, G. B. Kliman, W. J. Premerlani, R. A. Koegel, G. B. Robinson and A. Abdel-Malek, "An adaptive on-line statistical method for bearing fault detection using stator currents", lEEE-lAS Annual Meeting conference, pp. 213-220, New Orleans, LA, 1997
11. J. Milimonfared, H. M. Kelk, S. Nandi, A. D. Minassians, H. A. Toliyat, "A novel approach for broken-rotor-bar detection in cage induction motors", IEEE Trans. On Industry Application, Vol. 35 5, pp. 1000-1006, Sept.-Oct. 1999
12. F. Filippetti, G. Franceschini, C. Tassoni, P. Vas, "Broken Bar Detection in Induction Machines; Comparison Between Current Spectrum Approach and Parameter Estimation Approach", Proceedings of the lEEE-IAS Annual Meeting Conference, pp. 95-102, vol. 1, Denver, Colorado, USA, 1994
13. H. Zhengjia, Z. Jiyuan, H. Yibin, M. Qingfeng, "Wavelet transform and multi-resolution signal decomposition for machinery monitoring and diagnosis", IEEE Intemational Conference on Industrial Technology, (ICFT'96), pp. 724-727, 1996
14. C. Chao-Ming, K. A. Loparo, "Electric fault detection for vector-controlled induction motors using the discrete wavelet transform". Proceeding of the 1998 American Control Conference, pp. 3297-3301 Vol. 6
15. B. Yazici, G. B. Kliman, "An Adaptive Statistical Time-Frequency Method for Detection of Broken Bars and Bearing Fauhs in Motors Using Stator Current", IEEE Trans. On hidustry Appl., Vol. 35, No. 2, pp. 442-t52, March/April 1999
16. H. A. Toliyat, T. A. Lipo, "Transient Analysis of Cage Induction Machines Under Stator, Rotor Bar and End Ring Faults", IEEE Trans. On Energy Conv., Vol. 9 No. 4 June 1995
17. I. Kerezenbaum, C. F. Landy, "The existence of large inter-bar currents in three phase squirrel cage motors with rotor-bar and/or end-ring faults", IEEE Trans. On Power Apparatus and Systems, pp. 18541862, Vol. PAS-103, No. 7, July 1984
18. H. Nejjari, M. E. H. Benbouzid, "Monitoring and Diagnosis of Induction Motors Electrical Faults Using a Current Park's Vector Approach" 1999 IEEE Intemational Conference on Electric Machines and Drives, IEMD'99, pp. 275-277
19. A. M. S. Mendes, A. J. M. Cardoso, "Fault Diagnosis in a Rectifier-Inverter System Used in Variable Speed AC Drives, by Park's Vector Approach", IEEE SDEMPED'99, pp. 99-103, Sept. 1999, Spain
20. R. Mohan Bharadawaj, A. G. Parlos, H. A. Toliyat, "Adaptive Neural Network-Based State Filter for Induction Motor Speed Estimation", The 25th Annual Conference of the IEEE Industrial Electronics Society, IECON'99, Vol. 3, pp. 1283-1288, 1999
21. Benbouzid, M. E. H., Vieira, M., Theys, C, "Induction motors faults detection and localization using stator current advanced signal processing techniques", IEEE Transactions on Power Electronics, Vol. 14, pp. 14-22, Jan. 1999
22. CM. Riley, T. G. Habetler, R. R. Obaid, "A method for the sensorless determination of the vibration level in inverter-driven induction motors", IEEE Intemational Conference lEMD '99, pp. 167-167, May 1999
23. K. D. Hurst, T. G. Habetler, "Sensorless speed measurement using current harmonic spectral estimation in induction machine drives", IEEE Trans. On Power Electronics, Vol. 11, No. 1, pp. 66-73, 1996
24. R. Blasco-Gimenez, K. D. Hurst. T. G. Habetler, "Comments on "Sensorless speed measurement using current harmonic spectral estimation in induction machine drives" [and reply]", IEEE Trans. On Power Electronics, Vol. 12, No. 5, pp. 938-940, Sept. 1997
25. A. Ferrah, K. J. Bradley, P. J. Hogben-Laing, M. S. Woolfson, G. M. Asher, M. Sumner, J. CiUa, J. Shuh, "A speed identifier for induction motor drives using real-time adaptive digital filtering", IEEE Transaction On Industry Apphcations, Vol. 34, No. 1, pp. 156-162, Jan. Feb. 1998
26. A. Ferrah, P. J. Hogben-Laing, K. J. Bradley, G. M. Asher, M. S. Woolfson, "The effect of rotor design on sensorless speed estimation usmg rotor slot harmonics identified by adaptive digital filtering using the maximum likelihood approach", IEEE Thirty-Second IAS Armual Meeting, Vol l. pp. 128-135, Oct. 1997
27. Richard O. Duda and Peter E. Hart, Pattem classification and scene analysis, New York, Wiley, 1973.