Title :
Fuzzy control of ε-varying singularly perturbed discrete-time systems
Author_Institution :
Lab. d´Autom. des Arts et Metiers, Paris, France
Abstract :
The paper deals with the problem of singularly perturbed systems when the parameter e, representing the ratio speed between the fast and slow dynamics, is time-varying. We will show that using an adequate fuzzy partition of ε, we can combine techniques of fuzzy control and singular perturbations to control the system. The parameter ε, may be only partially known (known only on some particular "representative" points). The lack of information is recovered using a method of fuzzy approximation, that provides in the same time the partition required to build the control law.
Keywords :
discrete time systems; fuzzy control; singularly perturbed systems; ε-varying singularly perturbed discrete-time systems; fuzzy control; fuzzy partition; Approximation methods; Asymptotic stability; Control systems; Europe; Manifolds; Stability analysis; Upper bound; Fuzzy logic; Singular perturbations; robust stabilization; time-varying systems;
Conference_Titel :
Control Conference (ECC), 2001 European
Conference_Location :
Porto
Print_ISBN :
978-3-9524173-6-2