Browse > Article

Design of Adaptive Fuzzy Control for High Performance of PMSM Drive  

정동화 (순천대 공대 전기제어공학과)
이홍균 (순천대 공대 전기제어공학과)
이정철 (순천대 공대 전기제어공학과)
Publication Information
The Transactions of the Korean Institute of Electrical Engineers B / v.53, no.2, 2004 , pp. 107-113 More about this Journal
Abstract
This paper develops a adaptive fuzzy controller based fuzzy logic control for high performance of permanent magnet synchronous motor(PMSM) drives. In the proposed system, fuzzy control is used to implement the direct controller as well as the adaptation mechanism. The operation of the direct fuzzy controller and the fuzzy logic based adaptation mechanism is studied. A model reference adaptive scheme is proposed in which the adaptation mechanism is executed by fuzzy logic based on the error and change of error measured between the motor speed and output of a reference model. The control performance of the adaptive fuzzy controller is evaluated by simulation for various operating conditions. The validity of the proposed adaptive fuzzy controller is confirmed by performance results for PMSM drive system.
Keywords
PMSM; Fuzzy Control; Adaptive Control; High Performance; Adaptive Mechanism;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 B. K. Bose, 'Power electronics and AC drives,' Englewood Cliffs. Ed. Prentice Hall, 1986
2 K. J. Astrom and B. Wittenmark, 'Adaptive control,' Addison-Wesley, 1989
3 D. H. Chung, et al., 'MRAC fuzzy control for high performance of induction motor drive,' KIPE, vol. 7, pp. 215-223, 2002   과학기술학회마을
4 D. H. Chung, et al., 'Efficiency optimization control of induction motor system using fuzzy control,' KIEE, vol. 50-D, no. 7, pp. 318-324, 2001   과학기술학회마을
5 S. Tzafestas, N. P. Panpanikolopopoulos, 'Incremental fuzzy expert PID control,' IEEE Trans, IA, vol. 37, no. 5, pp. 365-371, 1990   DOI   ScienceOn
6 A. G. Keskar, K. L. Asanare, 'Floating membership fuzzy logic controller for adaptive control of AC drive,' IEEE ISIE'97, pp. 1216-1221, 1997   DOI
7 D. H. Chung, 'Fuzzy control for high performance vector control of PMSM drive system,' KIEE, vol. 47, no. 12, pp. 2171-2180, 1998
8 E. Cerruto, A. Consoil, A. Raciti and A. Testa, 'Fuzzy adaptive vector control of induction motor drives,' IEEE Trans. on PE, vol. 12, no. 6, pp. 1028-1040, 1997   DOI   ScienceOn
9 F. Mard, Z. Gao and N. Dhayagyagude, 'Fuzzy logic control of automated screw fastening,' IEEE IAS Ann. Meet., pp. 1673-1680, 1985   DOI
10 J. L. Silva Neto, H. Le-Suy, 'A fuzzy rule changing algorithm for an adaptive fuzzy controller, IEEE ISIE'97, pp. 1157-1161, 1997   DOI