Stabilizing controller design for uncertain nonlinear systems using fuzzy models

Authors:
M. C.M. Teixeira;S. H. Zak
Affiliations:
Dept. of Electr. Eng., UNESP, Iiha Solteria;-
Venue:
IEEE Transactions on Fuzzy Systems
Year:
1999

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Abstract

A Lyapunov-based stabilizing control design method for uncertain nonlinear dynamical systems using fuzzy models is proposed. The controller is constructed using a design model of the dynamical process to be controlled. The design model is obtained from the truth model using a fuzzy modeling approach. The truth model represents a detailed description of the process dynamics. The truth model is used in a simulation experiment to evaluate the performance of the controller design. A method for generating local models that constitute the design model is proposed. Sufficient conditions for stability and stabilizability of fuzzy models using fuzzy state feedback controllers are given. The results obtained are illustrated with a numerical example involving a four-dimensional nonlinear model of a stick balancer