Sensorless Driving Method of Permanent-Magnet Synchronous Motors Based on Neural Networks

IEEE Transactions on Magnetics

Volumn 39, Issue 5 II, 2003, Pages 3247-3249

  Guo, Hai Jiao ^a   Sagawa, S ^b   Watanabe, T ^a   Ichinokura, O ^a  

^a TOHOKU UNIVERSITY   (Japan)

^b ELECTRIC POWER DEVELOPMENT CO LTD   (Japan)

Author keywords

Approximate algorithm; Magnet synchronous motors; Neural networks; Position sensorless driving

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ELECTRIC POTENTIAL; MAGNETIC CIRCUITS; NEURAL NETWORKS; PERMANENT MAGNETS;

SENSORLESS DRIVING METHOD;

SYNCHRONOUS MOTORS;

EID: 0141885015     PISSN: 00189464     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMAG.2003.816736     Document Type: Article

References (4)

1. S. Ostlund and M. Brokemper, "Sensorless rotor-position detection from zero to rated speed for integrated PM synchronous motor drive," IEEE. Trans. Ind. Applicat., vol. 32-5, pp. 1158-1165, 1996.
2. S. Meshat and A. Tessarolo, "Sensorless brushless DC motor control using DSP's and Kalman filtering," Power Electron. Technol. Mag., pp. 45-50, Aug. 1993.
3. F. Huang and D. Tien, "A neural network approach to position sensorless control of brushless DC motor," in Proc. IEEE 1996 IECON, Sept./Oct., pp. 1167-1170.
4. H. J. Guo, K. Suzuki, and O. Ichinokura, "A robust sensorless driving system of brushless DC motors based on neural networks," in Proc. 3rd Asian Control Conf., 2000, pp. 2615-2618.