A novel position sensorless driving system of brushless DC motors based on neural networks

IECON Proceedings (Industrial Electronics Conference)

Volumn 3, Issue , 2002, Pages 2063-2067

  Guo, Hai Jiao ^a   Sagawa, Seiji ^a   Watanabe, Tadaaki ^a   Ichinokura, Osamu ^a  

^a TOHOKU UNIVERSITY   (Japan)

Author keywords

Brushless DC motor; Neural networks; Position sensorless driving

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ELECTRIC DRIVES; ELECTRIC POTENTIAL; MATHEMATICAL TRANSFORMATIONS; NEURAL NETWORKS; PARAMETER ESTIMATION; POSITION CONTROL; ROTORS (WINDINGS); STATORS;

BRUSHLESS DC MOTOR; MOTOR ROTOR; POSITION SENSORLESS DRIVING SYSTEM;

DC MOTORS;

EID: 0036954631     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. N. Matsui, "Sensorless PM Brushless DC Motor Drives," IEEE Trans. Ind. Electron., 43(2), pp 300-308, 1996.
2. T. Furuhashi, S. Sangwongwanich and S. Okuma, "A position-and-Velocity Sensorless Control for Brushless DC Motors Using an Adaptive Sliding Mode Observer," IEEE Trans. Ind. Electron., 39(2), pp.89-95, 1992.
3. T.L.Chern, J.Chang and G.K. Chang, "DSP-Based Integral Variable Structure Model Following Control for Brushless DC Motor Drivers," IEEE Trans. Power Electron., 12(1), pp.53-63, 1997.
4. F. Huang and D. Tien, "A neural network Approach to Position Sensorless Control of Brushless DC Motor," in Proceedings of the 1996 IECON, pp.1167-1170, 1996.
5. H.J.Guo, K. Suzuki and O. Ichinokura, "A Robust Sensorless Driving System of Brushless DC Motors Based on Neural Networks," in Proceedings of the 3rd Asian Control Conference, pp.2615-2618, 2000.