Title :
Fault-tolerant control of WECS subject to parametric uncertainties and sensor faults
Author :
Kamal, E. ; Aitouche, A. ; Bayart, M.
Abstract :
In this paper we propose a multiobserver switching control strategy for robust Active Fault Tolerant Fuzzy Control (AFTFC) of variable-speed Wind Energy Conversion Systems (WECS) in the presence of wind variation, grid disturbance, parametric uncertainties and sensors faults. The "Takagi-Sugeno" (TS) fuzzy model with parametric uncertainties is adopted for modelling the nonlinear WECS and establishing fuzzy state observers. Sufficient conditions are derived for robust stabilization in the sense of Taylor series stability and are formulated in Linear Matrix Inequalities (LMIs). To illustrate the effectiveness of the proposed controllers, they are applied to WECS subjected to uncertain or unknown parameters and sensor faults.
Keywords :
fuzzy control; linear matrix inequalities; nonlinear control systems; observers; robust control; sensors; stability; state estimation; wind power; wind turbines; Linear Matrix Inequalities; Takagi-Sugeno fuzzy model; Taylor series stability; WECS; fuzzy state observers; grid disturbance; multiobserver switching control strategy; parametric uncertainties; robust active fault tolerant fuzzy control; robust stabilization; sensor faults; variable-speed Wind Energy Conversion Systems; Bismuth; Fault tolerance; Fault tolerant systems; Generators; Observers; Uncertain systems; Wind turbines; FTC; LMI; TS Fuzzy model; WECS; state estimation; uncertain parameters;
Conference_Titel :
Control & Automation (MED), 2011 19th Mediterranean Conference on
Conference_Location :
Corfu
Print_ISBN :
978-1-4577-0124-5
DOI :
10.1109/MED.2011.5983007