Title :
A min-max control synthesis for uncertain nonlinear systems based on fuzzy T-S model
Author :
Kolemishevska-Gugulovska, T. ; Stankovski, Mile ; Rudas, Imre J. ; Nan Jiang ; Juanwei Jing
Author_Institution :
Fac. of Electr. Eng. & Inf. Technol., SS Cyril & Methodius Univ. in Skopje, Skopje, Macedonia
Abstract :
The min-max robust control synthesis for uncertain nonlinear systems is solved using Takagi-Sugeno fuzzy model and fuzzy state observer. Existence conditions are derived for the output feedback min-max control in the sense of Lyapunov asymptotic stability and formulated in terms of linear matrix inequalities. The convex optimization algorithm is used to obtain the minimum upper bound on performance and the optimum parameters of mini-max controller. The close-loop system is asymptotically stable under the worst case disturbances and uncertainty. Benchmark of inverted pendulum plant is used to demonstrate the robust performance within a much larger equilibrium region of attraction achieved by the proposed design.
Keywords :
Lyapunov methods; asymptotic stability; closed loop systems; control system synthesis; convex programming; feedback; fuzzy control; linear matrix inequalities; minimax techniques; nonlinear control systems; observers; pendulums; robust control; uncertain systems; Lyapunov asymptotic stability; Takagi-Sugeno fuzzy model; asymptotically stable; close-loop system; convex optimization algorithm; equilibrium region of attraction; fuzzy T-S model; fuzzy state observer; inverted pendulum plant; linear matrix inequality; min-max control synthesis; min-max robust control synthesis; mini-max controller; minimum upper bound; optimum parameters; output feedback min-max control; robust performance; uncertain nonlinear systems; uncertainty; worst case disturbances; Asymptotic stability; Bismuth; Control systems; Mathematical model; Nonlinear systems; Observers; Uncertainty; Fuzzy T-S models; fuzzy observer; nonlinear systems; optimum intelligent control; robust control; uncertainty;
Conference_Titel :
Intelligent Systems (IS), 2012 6th IEEE International Conference
Conference_Location :
Sofia
Print_ISBN :
978-1-4673-2276-8
DOI :
10.1109/IS.2012.6335234