Title :
Fuzzy robust control for discrete-time nonlinear systems using input-output linearization and H∞ optimization
Author :
Boukezzoula, Reda ; Galichet, Sylvie ; Foulloy, Laurent
Author_Institution :
LAMII-CESALP, Univ. de Savoie, Annecy, France
Abstract :
Deals with H∞ control for discrete-time nonlinear systems using an input-output linearization concept. Based on the ability of fuzzy systems to approximate any nonlinear mapping, the unknown nonlinear system is represented by a Takagi-Sugeno fuzzy model. The control problem is then tackled using a feedback linearization of the fuzzy nonlinear system. However, this feedback linearization can not guarantee robustness in the presence of uncertainties and disturbances. In order to solve this problem, an additive H∞ control component is added to the linearizing controller to attenuate uncertainty and disturbance influence on the control performances. In the paper, the H∞ control component is designed in terms of a modified Riccati inequality. Finally, an illustrative example is included to demonstrate the feasibility of the proposed method.
Keywords :
H∞ control; H∞ optimisation; control system synthesis; discrete time systems; feedback; fuzzy control; fuzzy systems; linearisation techniques; nonlinear control systems; robust control; H∞ control; H∞ optimization; Takagi-Sugeno fuzzy model; discrete-time nonlinear systems; feedback linearization; fuzzy nonlinear system; fuzzy robust control; input-output linearization; modified Riccati inequality; Control systems; Fuzzy control; Fuzzy systems; Linear feedback control systems; Nonlinear control systems; Nonlinear systems; Robust control; Robustness; Takagi-Sugeno model; Uncertainty;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1009067