Development and implementation of a hybrid intelligent controller for interior permanent magnet synchronous motor drive

Conference Record - IAS Annual Meeting (IEEE Industry Applications Society)

Volumn 2, Issue , 2002, Pages 1439-1446

  Uddin, M N ^a   Abido, M A ^b   Rahman, M A ^c  

^a LAKEHEAD UNIVERSITY   (Canada)

^b KING FAHD UNIVERSITY OF PETROLEUM AND MINERALS   (Saudi Arabia)

^c MEMORIAL UNIVERSITY OF NEWFOUNDLAND   (Canada)

Author keywords

Genetic algorithm; Neuro fuzzy control; Permanent magnet synchronous motor and digital signal processor; Proportional integral controller; Speed control; Vector control

Indexed keywords

AC MOTORS; ALGORITHMS; CONTROL EQUIPMENT; DIGITAL SIGNAL PROCESSING; ELECTRIC DRIVES; FUZZY CONTROL; PERMANENT MAGNETS; PROPORTIONAL CONTROL SYSTEMS; SPEED CONTROL; VECTORS;

FUZZY BASIS FUNCTION NETWORK (FBFN);

SYNCHRONOUS MOTORS;

EID: 0036446041     PISSN: 01972618     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. G.R. Slemon, "Electric Machines and drives", Addison-Wesley Publication Company, 1992, pp. 503-511.
2. F. Blaschke, The Principle of Filed Orientation as Applied to The New Transvector Closed-Loop Control System for Rotating-Field Machines, Siemens Review, Vol. 34, No.3, May 1972, pp. 217-220.
3. M.A. Rahman and M.A. Hoque, "On-Line Self-Tuning ANN Based Speed Control of a PM DC Motor", IEEE/ASME Trans. on Mechatronics, vol. 2, No. 3, Sept. 1997, pp. 169-178.
4. M.A. Rahman and Ping Zhou, "Field circuit analysis of brushless permanent magnet synchronous motors", IEEE Trans. on Ind. Elect., vol.43, No.2, April 1996, pp. 256-267.
5. M.N. Uddin and M.A. Rahman, "Fuzzy Logic Based Speed Control of an IPM Synchronous Motor Drive", Journal of Advanced Computational Intelligence, vol. 4 No. 3, 2000, pp.212-219.
6. G.S. Buja, and F. Todesco, "Neural Network Implementation of Fuzzy Logic Controller", IEEE Trans. on Industrial Electronics, vol. 41, No. 6, 1994, pp. 663-667.
7. E. Cerruto, A. Consoli, A. Raciti and A. Testa, "Fuzzy Adaptive Vector Control of Induction Motor Drives", IEEE Transactions on Power Electronics, vol. 12, No. 6, Nov. 1997, pp. 1028-1039.
8. B.K. Bose, N.R. Patel and K. Rajashekara, "A Neuro-Fuzzy Based On-Line Efficiency Optimization Control of a Stator Flux-Oriented Direct Vector-Controlled Induction Motor Drive", IEEE Trans. on Industrial Electronics, vol. 44, No. 2, April 1997, pp. 270-273.
9. A. Rubaai, D. Ricketts, M.D. Kankam, "Development and Implementation of an Adaptive Fuzzy-Neural-Network Controller for Brushless Drives", IEEE Trans. on Industrial Electronics, vol. 38, no. 2, March/April 2002, pp. 441-447.
10. B. Sneyers, D.W. Novotny and T.A. Lipo, "Field-Weakening in Buried Permanent Magnet AC Motor Drives," IEEE Transactions on Industry Applications, vol. IA-21, March/April 1985, pp. 398-407.
11. T.M. Jahns, "Flux-Weakening Regime Operation of an Interior Permanent-Magnet Synchronous Motor Drive," IEEE Transactions on Industry Applications, vol. IA-23, July/August 1987, pp. 681-689.
12. S. Morimoto, M. Sanada and Y. Takeda, "Effects and Compensation of Magnetic Saturation in Flux-Weakening Controlled Permanent Magnet Synchronous Motor Drives," IEEE Transactions on Industry Applications, vol. 30, No. 6, Nov/Dec 1994, pp. 1632-1637.
13. M.N. Uddin, T.S. Radwan and M.A. Rahman, "Performance of Interior Permanent Magnet Synchronous Motor Over Wide Speed Range", IEEE Trans. on Energy Conversion, vol. 17, no. 1, March 2002, pp. 79-84.
14. D.E. Goldberg, Genetic algorithms in search, optimization, and machine learning, Addison-Wesley, 1989.
15. L.X. Wang and J.M. Mendel, "Fuzzy basis functions, Universal approximation, and orthogonal least squares learning," IEEE Trans. on Neural Networks, vol. 3, No. 5, 1992, pp. 807-814.
16. M.A. Abide and Y.L. Abdel-Magid, "A hybrid neuro-fuzzy power system stabilizer for multi-machine power systems," IEEE Trans. on Power Systems, Vol. 13, No. 4, November 1998, pp. 1323-1330.
17. dSPACE, "Digital Signal Processing and Control Engineering, Manual Guide, GmbH, Paderborn, Germany, 1996.
18. Matlab, Simulink User Guide, The Math Works Inc., 1997.