Title :
Model reference adaptive fault-tolerant control with application to wind turbines
Author :
Fan, Lingling ; Song, Yongduan
Author_Institution :
Center for Intell. Syst. & Renewable Energy, Beijing Jiaotong Univ., Beijing, China
Abstract :
This paper presents a model-reference adaptive fault-tolerant control scheme for a class of nonlinear systems. Robust adaptive control algorithms are derived without the need for precise system parameters or analytical bound estimation on actuator failure variables. The overall control scheme has simpler structure and demand less online computations as compared with most existing methods. The proposed strategy is applied to individual pitch control of wind turbines where each blade of the wind turbine is controlled independently to track the corresponding reference signal in the presence of actuator fault and modeling uncertainties. Formative analysis and simulation on various failure scenarios confirm the effectiveness of the proposed method.
Keywords :
blades; fault tolerance; model reference adaptive control systems; nonlinear systems; robust control; uncertain systems; wind turbines; actuator fault; blade; model-reference adaptive fault-tolerant control; nonlinear system; pitch control; reference signal tracking; robust adaptive control; uncertainty modeling; wind turbine; Actuators; Adaptation models; Blades; Fault tolerance; Fault tolerant systems; Robustness; Wind turbines; Actuator Failures; Fault-tolerant Control (FTC); Individual Blade Pitch Control; Model-reference Adaptive Control; Wind Turbine;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968393