Title :
Grey fuzzy sliding mode control for uncertain systems
Author :
Han, Pu ; Wang, Dong-feng ; Wang, Ning-Ling ; Jia, Zeng-Zhou
Author_Institution :
Dept. of Autom., North China Electr. Power Univ., Baoding, China
Abstract :
Aiming at grey box system with partial parameters uncertainty, a composite control strategy based on grey model compensation and sliding mode variable structure control (VSC) is proposed. Sliding mode control is designed for certain part of the system. A fuzzy controller is introduced to tune the sliding parameter according to the state of sliding mode, which overcomes the undesirable chattering problem in VSC. A grey estimation model is used to compensate the parameter uncertain part of the system. Computer simulation results for a motion control system with model uncertainty show that the composite control strategy proposed is effective, and the problem of undesirable chattering in VSC and model uncertainty is overcome well.
Keywords :
control nonlinearities; fuzzy control; grey systems; motion control; variable structure systems; composite control strategy; fuzzy controller; grey box system; grey estimation model; grey fuzzy sliding mode control; grey model compensation; motion control system; partial parameters uncertainty; sliding mode variable structure control; uncertain systems; Automatic control; Electric variables control; Fuzzy control; Fuzzy systems; Motion control; Power system modeling; Process control; Sliding mode control; Uncertain systems; Uncertainty;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382281