Adaptive recurrent-neural-network control for linear induction motor

IEEE Conference on Control Applications - Proceedings

Volumn 1, Issue , 2000, Pages 184-189

  Wai, Rong Jong ^a   Lin, Faa Jeng ^b   Hong, Chun Ming ^b  

^a YUAN ZE UNIVERSITY   (Taiwan)

^b NATIONAL DONG HWA UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE FLUX; ADAPTIVE RECURRENT NEURAL NETWORK CONTROLLER; FEEDBACK LINEARIZATION THEORY; LINEAR INDUCTION MOTOR; RECURRENT NEURAL NETWORK IDENTIFIER; SLIDING MODE CONTROL SYSTEM;

COMPUTER SIMULATION; FEEDBACK CONTROL; INDUCTION MOTORS; RECURRENT NEURAL NETWORKS; SERVOMOTORS;

ADAPTIVE CONTROL SYSTEMS;

EID: 0034481515     PISSN: None     EISSN: None     Source Type: Journal    
DOI: 10.1109/7.976958     Document Type: Article

References (20)

1. Takahashi, I., and Ide, Y., "Decoupling control of thrust and attractive force of a LIM using a space vector control inverter," IEEE Trans. Industrial Applications, 29, 1, pp. 161-167, 1993.
2. Boldea, I., and Nasar, S. A., Linear Electric Actuators and Generators. Cambridge University Press, Cambridge, United Kingdom, 1997.
3. Zhang, Z., Eastham, T. R., and Dawson, G. E., "Peak thrust operation of linear induction machines from parameter identification," IEEE IAS Conf. Ree, pp. 375-379, 1995.
4. Bucci, G., Meo, S., Ometto, A., and Scarano, M., "The control of LIM by a generalization of standard vector techniques," IEEE IAS Conf. Ree, pp. 623-626, 1994.
5. Zhang, Z., Dawson, G. E., and Eastham, T. R. "Microcontroller based on-line identification of variable parameters in induction motors," Electric Machine and Power Systems, 23, pp. 353-360, 1995.
6. Novotny, D. W., and Lipo, T. A., Vector Control and Dynamics of AC Drives. Oxford: Clarendon Press, 1996.
7. Lin, F. J., Su, H. M., and Chen, H. P., "Induction motor servo drive with adaptive rotor time-constant estimation," IEEE Trans. Aerospace and Electronic Systems, 34, 1, pp. 224-234, 1998.
8. Marino, R., Peresada, S., and Valigi, P., "Adaptive input-output linearizing control of induction motors," IEEE Trans. Automatic Control, 38, 2, pp. 208-221, 1993.
9. Bodson, M., Chiasson, J., and Novotnak, R., "High-performance induction motor control via input-output linearisation," IEEE Control System Magazine, 14, 4, pp. 2533, 1994.
10. Shieh, H. J., and Shyu, K. K., "Nonlinear sliding-mode torque control with adaptive backstepping approach for induction motor drive," IEEE Trans. Ind. Electron., 46. 2, pp. 380-389,1999.
11. Lin, F. J., Wai, R. J., and Lin, P. C, "Robust speed sensorless induction motor drive," IEEE Trans. Aerospace and Electronic Systems, 35, 2, pp. 566-578, 1999.
12. Park, Y. M., Choi, M. S., and Lee, K. Y., "An optimal tracking neuro-controller for nonlinear dynamic systems," IEEE Trans. Neural Networks, 7, 5, pp. 1099-1110, 1996.
13. Sivakumar, S. C, Robertson, W., and Phillips, W. J., "Online stabilization of block-diagonal recurrent neural networks," IEEE Trans. Neural Networks, 10, 1, pp. 167-175, 1999.
14. Ku, C. C, and Lee, K. Y., "Diagonal recurrent neural networks for dynamic systems control," IEEE Trans. Neural Networks, 6, 1, pp. 144-156, 1995.
15. Chow, T. W. S., and Fang, Y., "A recurrent neural-network-based real-Time learning control strategy applying to nonlinear systems with unknown dynamics," IEEE Trans. Ind. Electron., 45, 1, pp. 151-161, 1998.
16. Karakasoglu, A., and Sundareshan, M. K., "A recurrent neural network-based adaptive variable structure model-following control of robotic manipulators," Automatica, 31, 10, pp. 1495-1507, 1995.
17. Noriega, J. R., and Wang, H., "A direct adaptive neural-network control for unknown nonlinear systems and its application," IEEE Trans. Neural Networks, 9, 1, pp. 27-34, 1998.
18. Slotine, J. J. E., and Li, W., Applied Nonlinear Control. Englewood Cliffs, NJ: Prentice-Hall, 1991.
19. Astrom, K. J., and Wittenmark, B., Adaptive Control. Reading, MA: Addison-Wesley, 1995.
20. Lin, F. J., "Real-Time IP position controller design with torque feedforward control for PM synchronous motor," IEEE Trans. Ind. Electron., 44, 3, pp. 398-407, 1997.