Motor Speed Identification Via Neural Networks

IEEE Industry Applications Magazine

Volumn 1, Issue 1, 1995, Pages 28-32

  Ben Brahim, Lazhar ^a  

^a Toshiba's Heavy Apparatus Engineering Lab in Tokyo Japan ^*  (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BACKPROPAGATION; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; IDENTIFICATION (CONTROL SYSTEMS); LEARNING SYSTEMS; MATHEMATICAL MODELS; MOTION CONTROL; NEURAL NETWORKS; ONLINE SYSTEMS; SENSORS; SPEED INDICATORS;

BACKPROPAGATION ALGORITHM; MOTOR SPEED IDENTIFICATION; ONLINE LEARNING PROCESS; REAL TIME ADAPTIVE ESTIMATION; VECTOR CONTROL;

INDUCTION MOTORS;

EID: 0029229737     PISSN: 10772618     EISSN: None     Source Type: Journal    
DOI: 10.1109/2943.378053     Document Type: Article

References (10)

1. Y. Takahashi, “Adaptive Control via Neural Networks,” Journal of SICE, vol. 29, no. 8, pp. 729–733, August 1990.
2. K. Shimane, S. Tanaka, and S. Tadakuma, “Vector Control of Induction Motor Using Neural Networks,” IEEJ Annual Meeting, pp. 6–13-6–14, 1992.
3. T. Yamada, T. Yabuta, and K. Takahashi, “Remarks on an Adaptive Type Self-Tuning Controller using Neural Networks,” IEEE IECON '91, pp. 1389–1394, 1991.
4. M. Khalid and S. Omaru, “Control of Real-Time Processes Using Backpropagation Neural Networks,” IEEE IECON '91, pp. 1443–1448, 1991.
5. T. Fukuda and T. Shibata, “Theory and Applications for Neural Networks for Industrial Control Systems,” IEEE Trans. on Ind. Electron., vol. 39, no. 6, pp. 472–489, 1992.
6. C. Schauder, “Adaptive Speed Identification for Vector Control of Induction Motors without Rotational Transducers,” IEEE IAS Annual Meeting, pp. 493–499, 1989.
7. L. Ben-Brahim and A. Kawamura, “A Fully Digitized Field Oriented Controlled Induction Motor Using Only Current Sensors,” IEEE Trans. on Ind. Electron., vol. 39, no. 3, pp. 241–249, June 1992.
8. A. Fratta, A. Vagati, and F. Villata, “Vector Control of Induction Motors without Shaft Transducers,” IEEE PESC Record, pp. 839–846, 1988.
9. L. Ben-Brahim and R. Kurosawa, “Adaptive Speed Estimation via Neural Networks,” IEE of Japan IAS annual meeting, p. (6–49)-(6–50), March 1993.
10. L. Ben-Brahim and R. Kurosawa, “A Comparison Between Neural Networks and MRAS Based Speed Estimation for Vector Controlled Induction Motor,” IAS Annual Conference of IEE Japan, pp. 1–5, Tokyo, August 1993.