DocumentCode :
1601047
Title :
Self-tuning fuzzy logic speed controller for induction motor drives
Author :
Miloud, Y. ; Miloudi, A. ; Mostefai, M. ; Draou, A.
Author_Institution :
Saida Univ. Centre, Algeria
Volume :
1
fYear :
2004
Firstpage :
454
Abstract :
In this paper a self-tuning fuzzy logic speed controller is proposed for the high performance drives of induction motor. Here, the output gain of the controller is adjusted on-line by fuzzy rules according to the current trend of the controlled process. Tuning of the output gain has been given the highest priority because of its strong influence on the performance and stability of the system. The ability of the proposed controller is verified in the presence of external load variations using MATLAB simulation with the comparison of conventional Pl controller. Simulation results showed the effectiveness and robustness of the proposed approach.
Keywords :
angular velocity control; control system analysis; fuzzy control; induction motor drives; machine control; power engineering computing; robust control; MATLAB simulation; fuzzy logic speed controller; fuzzy rules; induction motor drives; self-tuning; Fuzzy control; Fuzzy logic; Induction motor drives; Induction motors; Load management; MATLAB; Performance gain; Process control; Stability; Tuning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Technology, 2004. IEEE ICIT '04. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8662-0
Type :
conf
DOI :
10.1109/ICIT.2004.1490333
Filename :
1490333
Link To Document :
بازگشت