Title :
Adaptive sliding mode-like fuzzy logic control for high order nonlinear systems
Author :
Zhang, Xiaoyu ; Su, Hongye ; Chu, Jian
Author_Institution :
Inst. of Adv. Process Control, Zhejiang Univ., Hangzhou, China
Abstract :
A sliding mode-like fuzzy logic control (SMFC) algorithm for a class of high order nonlinear systems is presented. The fuzzy logic controller obtained is equivalent to a sliding mode controller. New adaptive laws for the parameters of the fuzzy logic system (FLS) are adopted in order to self-tune the so-called dead zone parameters. The robustness and the resistance ability to the external perturbations of systems are improved and the chattering of the sliding mode control (SMC) is eliminated. The simulation results of a numerical example show that the control algorithm is efficient and feasible.
Keywords :
adaptive control; fuzzy control; nonlinear systems; perturbation techniques; robust control; variable structure systems; FLS; SMC; SMFC algorithm; adaptive laws; adaptive sliding mode; chattering; control algorithm; dead zone parameters; fuzzy logic controller; fuzzy logic system; high order nonlinear systems; perturbations; resistance ability; robustness; self-tuning; sliding mode control; sliding mode-like fuzzy logic control;
Conference_Titel :
Intelligent Control. 2003 IEEE International Symposium on
Conference_Location :
Houston, TX, USA
Print_ISBN :
0-7803-7891-1
DOI :
10.1109/ISIC.2003.1254736