Title :
Stability analysis of systems with parameter uncertainties under fuzzy logic control
Author :
Wong, L.K. ; Leung, F.H.F. ; Tam, P.K.S.
Author_Institution :
Dept. of Electron. Eng., Hong Kong Polytech., Hung Hom, Hong Kong
Abstract :
Systems with parameter uncertainties are difficult to control. We propose a combined controller approach to tackle this problem. This approach involves designs of different controllers for different operation points. Then a fuzzy logic controller (FLC) is used to schedule these controllers according to the plant parameters. This FLC is different from the common FLCs in that plant parameters are used as the input variables in the premises of the fuzzy rules. Hence this FLC can tackle a large parameter change during operation. The resulting FLC will not only display good robustness but also lead to a stable closed-loop system. The stability will be proved by applying a new stability analysis method
Keywords :
closed loop systems; control system analysis; control system synthesis; fuzzy control; robust control; stability; uncertain systems; FLC; controller design; controller scheduling; fuzzy logic control; parameter uncertainties; robustness; stability analysis; stable closed-loop system; Control systems; Electric variables control; Fuzzy control; Fuzzy logic; Input variables; Robustness; Springs; Stability analysis; Uncertain systems; Uncertainty;
Conference_Titel :
Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4863-X
DOI :
10.1109/FUZZY.1998.687527