Model- And information theory-based diagnostic method for induction motors

Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME

Volumn 128, Issue 3, 2006, Pages 584-591

  Lee, Sanghoon ^a   Bryant, Michael D ^a   Karlapalem, Lalit ^a  

^a The University of Texas at Austin   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CAGE INDUCTION; DIAGNOSTIC SYSTEM; HEALTH METRIC; SHANNON'S THEOREMS;

CHANNEL CAPACITY; COMPUTER SIMULATION; INFORMATION THEORY; ROTORS; SIGNAL TO NOISE RATIO; STATORS; THEOREM PROVING;

INDUCTION MOTORS;

EID: 33750067705     PISSN: 00220434     EISSN: None     Source Type: Journal    
DOI: 10.1115/1.2232682     Document Type: Article

References (29)

1. Isermann, R, 1984, "Process Fault Detection Based on Modeling and Estimation Methods - A Survey," Automatica, 20(4), pp. 387-404.
2. El Hachemi Benbouzid, M., 2000, "A Review of Induction Motors Signature Analysis as a Medium for Faults Detection." IEEE Trans. Ind. Electron., 47(5), pp. 984-993.
3. Loparo, K. A., Adams, M. L, Lin, W., Abdel-Magied, M. F., and Afshari, N., 2000, "Fault Detection and Diagnosis of Rotating Machinery," IEEE Trans. Ind. Electron., 47(5), pp. 1005-1014.
4. Tallam, R. M., Habetler, T. G., and Hurley, R. G., 2002, "Transient Model for Induction Machines with Stator Winding Turn Faults," IEEE Trans. Ind. Appl., 38(3), pp. 632-637.
5. Cirrincione, M., Pucci, M., Cirrincione, G., and Capolino, G. A., 2003, "A New Experimental Application of Least-Squares Techniques for the Estimation of the Induction Motor Parameters," IEEE Trans. Ind. Appl., 39(5), pp. 1247-1256.
6. Henao, H., Hubert, R., and Capolino, G. A., 2005, "Analytical Approach of the Stator Current Frequency Harmonics Computation for Detection of Induction Machine Rotor Faults," IEEE Trans. Ind. Appl., 41(3), pp. 801-807.
7. Kral, C., Pirker, F., and Pascoli, G., 2005, "Model-Based Detection of Rotor Faults Without Rotor Position Sensor-The Sensorless Vienna Monitoring Method," IEEE Trans. Ind. Appl., 41(3), pp. 784-789.
8. Ayhan, B., Chow, M. Y., and Song, M. H., 2005, "Multiple Signature Processing-Based Fault Detection Schemes for Broken Rotor Bar in Induction Motors," IEEE Trans. Energy Convers., 20(2), pp. 336-343.
9. Joksimovic, G., 2000, "The Detection of Intertum Short Circuits in the Stator Windings of Operating Motors," IEEE Trans. Ind. Electron., 47(5), pp. 1078-1084.
10. Henao, H., Demian, C., and Capolino, G. A., 2003, "A Frequency Domain Detection of Stator Winding Faults in Induction Machines Using an External Flux Sensor," IEEE Trans. Ind. Appl., 39(5), pp. 1272-1279.
11. Nelson, A. L., and Chow, M. Y., 2002, "Characterization of Coil Faults in an Axial Flux Variable Reluctance PM Motor." IEEE Trans. Energy Convers., 17(3), pp. 340-348.
12. Li, B., Chow, M. Y., Tipsuwan, Y., and Hung, J. C., 2000, "Neural Network-Based Rolling Bearing Fault Diagnosis," IEEE Trans. Ind. Electron., 47(5), pp. 1060-1069.
13. Stack, J. R., Habetler, T. G., and Harley, R. G., 2004, "Fault Classification and Fault Signature Production for Rolling Element Bearings in Electric Ma chines," IEEE Trans. Ind. Appl., 40(3), pp. 735-739.
14. Stack, J. R., Habetler, T. G., and Harley, R. G., 2004, "Bearing Faults Detection via Autoregressive Stator Current Modeling," IEEE Trans. Ind. Appl., 40(3), pp. 740-747.
15. Kral, C., Habetler, T. G., and Harley, R. G., 2004, "Detection of Mechanical Imbalances of Induction Machines Without Spectral Analysis of Time-Domain Signals," IEEE Trans. Ind. Appl., 40(4), pp. 1101-1106.
16. Shannon, C. E., and Weaver, W., 1948, The Mathematical Theory of Communication, The University of Illinois Press, Illinois.
17. Bryant, M. D., 1998, "Application of Shannon's Communication Theory to Degradation Assessment of Systems," Proceeding of the ASME Congress, New York, 72(9), pp. 1192-1201.
18. Fish, P. J., 1994, Electronic Noise and Low Noise Design, McGraw-Hill, New York.
19. Vergers, C. A., 1987, Handbook of Electrical Noise Measurement and Technology, 2nd Ed., Tab Book, Blue Ridge Summit, PA.
20. Engberg, J., and Larsen, T., 1995, Noise Theory of Linear and Nonlinear Circuits, Wiley, New York.
21. Traiser, J. E., 1992, Handbook of Electric Motors: Use and Repair, 2nd Ed., The Fairmont Press, Lilburn, GA.
22. Kim, J., 1999, "Bond Graph Models of a Squirrel-Cage Induction Motor and a Layshaft Gearbox for Degradation Analysis," M.S. thesis, The University of Texas - Austin, Austin, TX.
23. Kim, J., and Bryant, M. D., 2000, "Bond Graph Model of a Squirrel Cage Induction Motor with Direct Physical Correspondence," ASME J. Dyn. Syst., Meas., Control, 122, pp. 461-469.
24. Smeaton, R. W., 1997, Motor Application and Maintenance Handbook, 2nd Ed., McGraw-Hill, New York.
25. Edwards, S., Lees, A. W., and Friswell, M. I., 1998, "Fault Diagnosis of Rotating machinery," Shock Vib., 30(1), pp. 4-13.
26. Kliman, G. B., and Stein, J., 1992, "Methods of Motor Current Signature Analysis," Electric Machines and Power Syt., 20, pp. 463-474.
27. Fiser, R., and Ferkolj, S., 1997, "Simulation of Steady-State and Dynamic Performance of Induction Motor for Diagnostic Purpose," IEEE Int. Electric Machines and Drives Conference Record, IEEE, New York, pp. WB3 10.1-10.3.
28. Watson, J. F., Paterson, N. C., and Dorrell, D. G., 1997, "Use of Finite Element Methods to Improve Techniques for the Early Detection of Faults in Three-phase Induction Motors," IEEE International Electric Machines and Drives Conference Record, IEEE, New York, pp. WB3 9.1-9.3.
29. Joksimovic, G. M., and Penman, J., 2000, "The Detection of Interturn Short Circuits in the Stator Windings of Operation Motors," IEEE Trans. Ind. Electron., 47(5), pp. 1078-1084.