Title :
Adaptive fuzzy position controller for induction servomotor drive using sliding-mode technique
Author :
Wai, Rong-Jong ; Lin, Chih-Min ; Hsu, Chun-fei
Author_Institution :
Dept. of Electr. Eng., Yuan-Ze Univ., Chung-li, Taiwan
Abstract :
An adaptive fuzzy sliding-mode control (AFSMC) system with an integral-operation switching surface is adopted to control the rotor position of an induction servomotor drive. The AFSMC system comprises the fuzzy control design and the hitting control design. In the fuzzy control design, a fuzzy controller is designed to mimic a feedback linearization (FL) control law. In the hitting control design, a hitting controller is designed to compensate the approximation error between the FL control law and the fuzzy controller. The tuning algorithms are derived in the sense of the Lyapunov stability theorem, thus the stability of the control system can be guaranteed. Moreover, to relax the requirement for the approximation error bound, an error estimation mechanism is investigated to observe the approximation error bound in real-time. Experimental results verify that the proposed control systems can achieve favorable tracking performance and that they are robust with regard to parameter variations and external load disturbance.
Keywords :
Lyapunov methods; adaptive control; approximation theory; control system synthesis; error analysis; error compensation; feedback; fuzzy control; induction motor drives; linearisation techniques; machine control; performance index; position control; real-time systems; rotors; servomotors; stability; tracking; tuning; variable structure systems; Lyapunov stability theorem; adaptive fuzzy position controller; adaptive fuzzy sliding-mode control system; approximation error bound; approximation error compensation; error estimation; external load disturbance; feedback linearization control law; fuzzy control design; guaranteed control system stability; hitting control design; induction servomotor drive; integral-operation switching surface; parameter variations; real-time observation; robust control systems; rotor position control; tracking performance; tuning algorithms; Adaptive control; Approximation error; Control design; Control systems; Fuzzy control; Fuzzy logic; Linear feedback control systems; Programmable control; Servomotors; Sliding mode control;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1009018