Title :
Decoupling control by hierarchical fuzzy sliding-mode controller
Author :
Lin, Chih-Min ; Mon, Yi-Jen
Author_Institution :
Dept. of Electr. Eng., Yuan-Ze Univ., Chung-li, Taiwan
fDate :
7/1/2005 12:00:00 AM
Abstract :
A design method using hierarchical fuzzy sliding-mode (HFSM) decoupling control is proposed to achieve system stability and favorable decoupling performance for a class of nonlinear systems. In this approach, the nonlinear system is decoupled into several subsystems and the state response of each subsystem can be designed to be governed by a corresponding sliding surface. Then the whole system is controlled by a hierarchical sliding-mode controller. In this design, an adaptive law is derived based on the Lyapunov function to tune the coupling factor of the hierarchical sliding-mode controller so as to achieve favorable decoupling performance with guaranteed stability. The proposed design method is applied to investigate the decoupling control of a double inverted pendulum system. Simulations are performed and a comparison between the proposed HFSM decoupling control and a conventional fuzzy sliding-mode (FSM) decoupling control is presented to demonstrate the effectiveness of the proposed design method.
Keywords :
Lyapunov methods; control system synthesis; fuzzy control; nonlinear control systems; stability; variable structure systems; Lyapunov function; decoupling control; double inverted pendulum system; hierarchical fuzzy sliding-mode controller; nonlinear systems; system stability; Adaptive control; Control systems; Design methodology; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Programmable control; Sliding mode control; Stability; Adaptive law; decoupling control; fuzzy control; hierarchical sliding-mode control;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2004.843130