Mechanical health assessment of a railway traction system

Proceedings of the Mediterranean Electrotechnical Conference - MELECON

Volumn , Issue , 2008, Pages 453-458

  Kia, Shahin Hedayati ^a   Henao, Humberto ^a   Capolino, Gérard André ^a  

^a UNIVERSITÉ DE PICARDIE JULES VERNE   (France)

Author keywords

Mechanical systems; Monitoring; Traction system

Indexed keywords

CONDITION MONITORING; ELECTRIC CURRENTS; ELECTROMECHANICAL DEVICES; RAILROADS; SENSOR NETWORKS;

COMPLEX STRUCTURES; ELECTRICAL MACHINES; ELECTRICAL SENSORS; ELECTRO-MECHANICAL SYSTEMS; ELECTROTECHNICAL; HEALTH ASSESSMENTS; HIGH POWERS; LIGHT WEIGHTING; MECHANICAL SYSTEMS; MONITORING; NON-INVASIVE; RAILWAY TRACTIONS; SIGNATURE ANALYSIS; TEST BEDS; TRACTION SYSTEM;

TRACTION (FRICTION);

EID: 53149134701     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MELCON.2008.4618477     Document Type: Conference Paper

References (40)

1. A. Steimel, "Electric railway traction in Europe" IEEE Industry Applications Magazine, vol. 2, no. 6, Nov.-Dec. 1996, pp. 6-17.
2. B.J. Wojtas, "3-phase asynchronous motors for traction drives on BR," in Proc. of IEEE/ASME Joint Railroad Conference, May 1991, pp. 139-145.
3. G.B. Anderson, A.J. Peters, "Design assessment and implementation potential of three-phase asynchronous AC traction motor systems for North America," in Proc. of IEEE/ASME Joint Railroad Conference, May 1991, pp. 151-159.
4. S. Senini, F. Flinders, W. Oghanna, "Dynamic simulation of wheel-rail interaction for locomotive traction studies," in Proc. of IEEE/ASME Joint Railroad Conference, April 1993, pp. 27-34.
5. A. Chater, "Maintenance ALSTOM's approach to condition based maintenance" IEE Seminar of Railway Condition Monitoring, Feb. 2004, pp. 15-56.
6. R. Goodall, Ping Li, "Model-based approaches for condition monitoring," IEE Seminar of Railway Condition Monitoring, Feb. 2004, pp. 79-93.
7. C. OTtonnell, R. Palacin, J. Rosinski, "Pantograph damage and wear monitoring system," in Proc. of International Conference on Railway Condition Monitoring, Nov. 2006, pp. 178-181.
8. M. Elia, G. Diana, M. Bocciolone, S. Bruni, F. Cheli, A. Collina, F. Resta, "Condition monitoring of the railway line and overhead equipment through onboard train measurement - an Italian experience" in Proc. of International Conference on Railway Condition Monitoring, Nov. 2006, pp. 102-107.
9. M.W. Winterling, E. Tuinman, W. Deleroi, "Fault analysis of electromechanical traction drives" in Proc. of International Conference on Electrical Machines and Drives, Sept. 1997, pp. 248-252.
10. C. Roberts, P. Weston, Chung Seng Ling, C. Goodman, "New methods for track monitoring," IEE Seminar of Railway Condition Monitoring, Feb. 2004, pp. 64-78.
11. Y. Hayashi, T. Kojima, H. Tsunashima, Y. Marumo, "Real time fault detection of railway vehicles and tracks," in Proc. of International Conference on Railway Condition Monitoring, Nov. 2006, pp. 20-25.
12. C. Wang, Q. Xiao, H. Liang, Y. Liu, X. Cai, "On-line monitoring of railway deformation using acceleration measurement," in Proc. of Intelligent Control and Automation Congress, vol. 2, June 2006, pp. 5828-5832.
13. G. Seliger, U. Kross, A. Buchholz, "Efficient maintenance approach by on-board monitoring of innovative freight wagon bogie," in Proc. of IEEE/ASME International Conference on Advanced Intelligent Mechatronics, vol. 1, July 2003, pp. 407-411.
14. H.A. Toliyat, K. Abbaszadeh, M.M. Rahimian, L.E. Olson, L.E. "Rail defect diagnosis using wavelet packet decomposition," IEEE Transaction on Industry Applications, vol. 39, no. 5, pp. 1454-1461, Sept.-Oct. 2003.
15. G. Charles, R. Goodall, "Low adhesion estimation," in Proc. of International Conference on Railway Condition Monitoring, Nov. 2006, pp. 96-101.
16. P. Appun, M. Daum, "Fault diagnosis on modern three-phase traction vehicles," in proc. of International Conference on Main Line Railway Electrification, Sep. 1989, pp. 207-211.
17. S. Daley, D.A. Newton, S.M. Bennett, R.J. Patton, "Methods for fault diagnosis in rail vehicle traction and braking systems," IEE Colloquium on Qualitative and Quantitative Modeling Methods for Fault Diagnosis, April 1995, pp. 5/1-5/13.
18. J. Donelson III, R.L. Dicus, "Bearing defect detection using on-board accelerometer measurements," in Proc. of IEEE/ASME Joint Railroad Conference, April 2002, pp. 95-102.
19. W.H. Sneed, R.L. Smith, "On-board real-time railroad bearing defect detection and monitoring," in Proc. of IEEE/ASME Joint Railroad Conference, April 1998, pp. 149-153.
20. J.E. Cline, J.R. Bilodeau, R.L. Smith, "Acoustic wayside identification of freight car roller bearing defects," in Proc. of IEEE/ASME Joint Railroad Conference, April 1998, pp. 79-83.
21. G.B. Anderson, A.J. Peters, "An overview of the maintenance and reliability of AC traction systems," in Proc. of IEEE/ASME Joint Railroad Conference, April 1993, pp. 7-15.
22. S. Nandi, S. Ahmed, H. Toliyat, "Detection of rotor slot and other eccentricity-related harmonics in a three-phase induction motor with different rotor cages," IEEE Transaction on Energy Conversion, vol. 21, no. 9, pp. 253-260, Sept. 2001.
23. G. Bossio, C. De Angelo, J. Solsona, G. O. Garca, M.I. Valla, "Application of an additional excitation in inverter-fed induction motors for air-gap eccentricity diagnosis," IEEE Transaction on Energy Conversion, vol. 21, no. 4, pp. 839-847, Dec. 2006.
24. L. Wu, X. Huang, T.G. Habetler, R.G. Harley, "Eliminating load oscillation effects for rotor eccentricity detection in closed-loop driveconnected induction motors," IEEE Transaction on Power Electronics, vol. 22, no. 4, pp. 1543-1551, July 2007.
25. M. Blodt, J. Regnier, J. Faucher, "Distinguishing load torque oscillations and eccentricity faults in induction motors using stator current Wigner distributions," in Proc. of IEEE-IAS'06, vol. 3, Oct. 2006, pp. 1549-1556.
26. J.R. Stack, T.G. Habetler, R.G. Harley, "Bearing fault detection via autoregressive stator current modeling," IEEE Transactions on Industry Applications, vol. 40, no. 3, pp. 740-747, May-June 2004.
27. R.R. Schoen, T.G. Habetler, F. Kamran, R.G. Bartfield, "Motor bearing damage detection using stator current monitoring," IEEE Transaction on Industry Applications, vol. 31, no. 6, Nov.-Dec. 1995, pp. 1274-1279.
28. M.J. Devaney, L. Eren, "Detecting motor bearing faults," IEEE Instrumentation and Measurement Magazine, vol. 7, no. 4, pp. 30-50, Dec. 2004.
29. A.R. Mohanty, C. Kar, "Fault detection in a multistage gearbox by demodulation of motor current waveform," IEEE Transactions on Industrial Electronics, vol. 53, no. 4, pp. 1285-1297, June 2006.
30. A.R. Mohanty, C. Kar, "Monitoring gear vibrations through motor current signature analysis and wavelet transform," Mechanical Systems and Signal Processing, vol. 20, no. 1, pp. 158-187, Jan. 2006.
31. Sh. Hedayati Kia, H. Henao, G.-A. Capolino, "Gearbox monitoring using induction machine stator current analysis," in Proc, of IEEE-SDEMPED'07, Cracow-Poland, 6-8 Sept. 2007, pp. 149-154.
32. M. Blödt, M. Chabert, J. Regnier, J. Faucher, "Mechanical load fault detection in induction motors by stator current time-frequency analysis," IEEE Transactions on Industry Applications, vol. 42, no. 6, pp. 1454-1463. Nov.-Dec. 2006.
33. Z.K. Peng, P.W. Tse, and F.L. Chu, "A comparison study of improved Hilbert-Huang transform and wavelet transform: Application to fault diagnosis for rolling bearing," Mechanical Systems and Signal Processing, vol. 19, no. 5, pp. 974-988, September 2005.
34. S. Rajagopalan, J.M. Aller, J.A. Restrepo, T.G. Habetler, R.G. Harley, "Detection of rotor faults in brushless DC motors operating under nonstationary conditions," IEEE Transactions on Industry Applications, vol. 42, n. 6, pp. 1464-1477, Nov.-Dec. 2006.
35. S. Rajagopalan, J.M. Aller, J.A. Restrepo, T.G. Habetler, R.G. Harley, "Analytic-wavelet-ridge-based detection of dynamic eccentricity in brushless direct current (BLDC) motors functioning under dynamic operating conditions," IEEE Transaction on Industrial Electronics, vol. 54, no. 3, pp. 1410-1419, June 2007.
36. Sh. Hedayati Kia, H. Henao, G.A. Capolino, "Digital signal processing for induction machines diagnosis - A review," in Proc. of IEEE-IECON'07, Taipei (Taiwan), Nov. 2007, pp. 1156-1162.
37. Sh. Hedayati Kia, H. Henao, G.-A. Capolino, "A high-resolution frequency estimation method for three-phase induction machine fault detection," IEEE Transaction on Industrial Electronics, vol. 54, no. 4, pp. 2305-2314, Aug. 2007.
38. Sh. Hedayati Kia, H. Henao, G.-A. Capolino, "Diagnosis of broken bar fault in induction machines using discrete wavelet transform without slip estimation," in Proc. of IEEE-IAS '07, New Orleans-Louisiana (USA), Sept. 2007, pp. 1917-1922.
39. J. Campedelli, A global modeling of preloaded statically undeterminated mechanical systems, application for a traction bogie (in French), Ph. D. thesis, Institut National des Sciences Appliquèes de Lyon, Dec. 2002 [online], available: http://csidoc.insa-lyon.fr/these/2002/campedelli/ Partie_01_Couverture.pdf
40. B. Li, M.-Y. Chow, Y. Tipsuwan, J.C. Hung, "Neural-network-based motor rolling bearing fault diagnosis," IEEE Transaction on Industrial Electronics, vol. 47, no. 5, pp. 1060-1069, Oct. 2000.