Title :
A tracking control synthesis for uncertain delay nonlinear systems based on T-S fuzzy model
Author :
Stojanovski, G. ; Nadzinski, G. ; Stankovski, Mile ; Xin-Wei Jiang
Author_Institution :
Fac. of Electr. Eng. & Inf. Technol., SS Cyril & Methodius Univ., Skopje, Macedonia
Abstract :
A novel robust tracking control technique for time-delay systems with uncertain time-delays based on fuzzy T-S is presented. Fuzzy T-S model with parametric uncertainties is employed to represent the uncertain time-delay plant. This control synthesis design is shown reduce the tracking error considerably for all bounded reference inputs while guaranteeing the H∞ performance. The proposed solution has advantage of employing only a simple fuzzy controller and no complicated adaptive scheme. The fuzzy tracking control synthesis is parameterized in terms of a linear matrix inequality, which are solved efficiently by using convex optimization techniques. This method has been applied to trailer-truck example and respective numerical and simulation results demonstrate its valid applicability and efficiency.
Keywords :
H∞ control; control system synthesis; convex programming; delay systems; fuzzy control; linear matrix inequalities; nonlinear control systems; robust control; tracking; uncertain systems; H∞ performance; control synthesis design; convex optimization; fuzzy T-S model; fuzzy tracking control synthesis; linear matrix inequality; parametric uncertainty; robust tracking control; time-delay system; tracking error; trailer-truck example; uncertain delay nonlinear system; uncertain time-delay plant; Control design; Delay; Delay effects; Linear matrix inequalities; Nonlinear systems; Robustness; Uncertainty; Fuzzy tracking control; H∞ performance; T-S fuzzy model; linear matrx inequalities; uncertainties;
Conference_Titel :
Intelligent Systems (IS), 2012 6th IEEE International Conference
Conference_Location :
Sofia
Print_ISBN :
978-1-4673-2276-8
DOI :
10.1109/IS.2012.6335235