Title :
Fuzzy sliding mode control for nonlinear systems
Author :
Wang, Tao ; Tong, Shao-Cheng
Author_Institution :
Dept. of Math., Liaoning Inst. of Technol., Jin Zhou, China
Abstract :
A new fuzzy sliding mode control based on the design of time-varied sliding surface and the fuzzy logic system is developed for a kind of uncertain nonlinear systems. The main characteristics of the proposed fuzzy sliding mode control are as follows. The first is that it does not assume that the functions in the systems are known; rather it uses fuzzy logic systems to approximate them. The second is that the trajectories of the system remain in the time-varied sliding surface from the beginning of any initial states; therefore, it is robust to the parameter variation and disturbance. It is proved that the proposed fuzzy sliding mode control can guarantee the stability of the closed-loop system.
Keywords :
closed loop systems; fuzzy control; fuzzy logic; nonlinear control systems; time-varying systems; uncertain systems; variable structure systems; closed loop system; fuzzy logic system; fuzzy sliding mode control; time varied sliding surface; uncertain nonlinear system; Control systems; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Robustness; Sliding mode control; Stability;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382302