Reduced order model based neural network control of a squirrel cage induction motor drive

International Journal of Systems Science

Volumn 29, Issue 9, 1998, Pages 981-987

  Derbel, Nabil ^a   Chtourou, Mohamed ^a   Masmoudi, Ahmed ^a  

^a UNIVERSITY OF SFAX   (Tunisia)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; CONTROL SYSTEM ANALYSIS; DATABASE SYSTEMS; DYNAMIC RESPONSE; FEEDBACK CONTROL; LEARNING SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; PROBLEM SOLVING; ROBUSTNESS (CONTROL SYSTEMS); SQUIRREL CAGE MOTORS; TORQUE CONTROL;

DATABASE TRAINING MODELS;

NONLINEAR CONTROL SYSTEMS;

EID: 0032162811     PISSN: 00207721     EISSN: 14645319     Source Type: Journal    
DOI: 10.1080/00207729808929590     Document Type: Article

References (25)

1. Châtelain, J., 1983, Machines Electriques (Lausanne, Switzerland: Georgi).
2. Chtourou, M., 1993, La modélisation et la commande des procédés par les réseaux neuromimétiques. Doctorat thesis, ÎNP-Toulouse, Septembre.
3. Chtourou, M., Derbel, N., and Kamoun, M. B. A., 1996, Control of a loaded induction machine using a feedforward neural network. International Journal of Systems Science, 27, 1287-1295.
4. Chtourou, M., Najim, K., Roux, G., and Dahhou, B., 1993, Control of bioreactor using a neural network. Bioprocess Engineering, 8, 251-254.
5. Cybenko, G., 1989, Approximation by superpositions of a sigmoidal function. Mathematics and Control Signals Systems, 2, 303-314.
6. Derbel, N., Kamoun, M. B. A., and Poloujadoff, M., 1995, On the order reduction of induction machine during start-up. IEEE Transactions on Energy Conversion. 10, 655-660.
7. Godoy, S. M. and Bimal, K. B., 1995, Neural network based estimation of feedback signals for a vector controlled induction motor drive. IEEE Transactions on Industry Applications, 31, 620-629.
8. Gunaratnam, N., and Novotny, D. W., 1980, The effect of neglecting stator transient in induction machine modelling. IEEE Transactions on Power Apparatus and Systems, 99, 2050-2059.
9. Hecht-Nielsen, R., 1988, Neurocomputing: picking ihe human brain. IEEE Spectrum, March, 36-41.
10. Kovacs, P., 1979, Transient Operation of Electrical Machines (Budapest. Hungary: Akademia Kiado).
11. Krause, P. C., 1987, Analysis of Electric Machinery (New York: Macgraw-Hill).
12. Krause, P. C., Nozari, F., Skvarenina, T. L., and Olive, D. W., 1979, The theory of neglecting stator transient. IEEE Transaction on Power Apparatus and Systems, 98, 1.
13. Lippmann, R. P., 1987, An introduction to computing with neural nets. IEEE ASSP Magazine, April, 4-22.
14. Masmouoi, A., Toumi, A., Kamoun, M. B. A., and Poloujadoff, M., 1995, On the stator flux oriented control of doubly fed synchronous machine. European Transactions on Electric Power Engineering, 5, 23-31.
15. Nabae, A., Otsuka, K., Uchino, H., and Kurozawa, R., 1980, An approach to flux control of induction motor operated with variable frequency power supply. IEEE Transactions on Industry Applications, 16, 342-350.
16. Narbndra, K. S., and Parthasarathy, K. 1990, Identification and control of dynamical systems using neural networks. IEEE Transactions on Neural Networks, 1, 4-26.
17. Poloujadoff, M., 1987, The theory of three phase induction squirrel cage motors. Electric Machines and Power Systems, 13, 245-264.
18. Richards, G. G., and Tan, O. T., 1986, Decomposed, reduced order model for double-cage induction machines. IEEE Transactions on Energy Conversion, EC1, 3.
19. Rumelhart, D. E., Hinton, G. E., and Williams, R. J., 1986, Learning iniernal representation by error propagation. Parallel Distributed Processing: Explorations in the Microsiructures of Cognition, 1, 318-362.
20. Song, J. H., Yoon, T. W., Kim, K. H., Kim, K. B., and Youn, M. J., 1992, Control loop study of a load commutated Csi-fed induction motor. 1EE Proceedings B, 139, 183-190.
21. Stern, R., and D. W. Novotny, D. W., 1978, A simplified approach to the determination of induction machine dynamic response. IEEE Transactions on Power Apparatus and Systems, 97, 1430-1439.
22. Thibault, J., and Grandjean, B. P. A., 1991, Neural networks in process control—a survey. I FAC Symposium on Advanced Control of Chemical Processes, 14-16 October, Toulouse, France.
23. Werbos, P. J., 1989, Neural networks for control and system identification. Proceedings of 28th IEEE Conference on Decision and Control, December, Tempa, Florida, USA.
24. Widrow, B, Rumelhart, D. E., and Lehr, M. A., 1994, Neural networks: applications in industry, business and science. Journal A, 35, 17-27.
25. Wishart, M. T., and Harley, R. G., 1995, Identification and control of induction machines using artificial neural networks. IEEE Transactions on Industry Applications, 31, 612-619.