Title :
Robust Scheduler Fuzzy Controller of DFIG Wind Energy Systems
Author :
Kamal, E. ; Oueidat, Mohamad ; Aitouche, A. ; Ghorbani, Reza
Author_Institution :
LAGIS, Lille Univ. Nord of France, Villeneuve d´Ascq, France
Abstract :
This paper addresses the robust fuzzy scheduler controller (RFSC) for nonlinear systems which is robust enough to stabilize a nonlinear system with parametric uncertainties, wind disturbance, and give an acceptable closed-loop performance in the presence of state variables unavailable for measurements. The Takagi-Sugeno (TS) fuzzy model is adopted for fuzzy modeling of the nonlinear system. The concept of parallel distributed compensation (PDC) is employed to design fuzzy control from the TS fuzzy models. Sufficient conditions are formulated in the format of linear matrix inequalities (LMIs). The proposed controller design methodology is finally demonstrated through the model of wind energy systems (WES) with a doubly-fed induction generator (DFIG) to illustrate the effectiveness of the proposed method. The proposed algorithm maximizes the produced power and is able to maintain a stable system during the parameter uncertainties.
Keywords :
asynchronous generators; closed loop systems; control system synthesis; fuzzy control; linear matrix inequalities; machine control; nonlinear control systems; power generation control; robust control; wind power plants; DFIG wind energy systems; LMI; PDC; RFSC; TS fuzzy model; Takagi-Sugeno fuzzy model; WES; closed-loop performance; doubly-fed induction generator; linear matrix inequalities; nonlinear systems; parallel distributed compensation; parametric uncertainty; robust scheduler fuzzy controller design; state variables; wind disturbance; Observers; Robustness; Rotors; Stability analysis; Stators; Uncertain systems; Uncertainty; Doubly-fed induction generator (DFIG); fuzzy controller; fuzzy observer; linear matrix inequalities (LMIs); parameters uncertainties; wind energy systems (WES);
Journal_Title :
Sustainable Energy, IEEE Transactions on
DOI :
10.1109/TSTE.2013.2242500