Title :
Fatigue load modeling and control for wind turbines based on hysteresis operators
Author :
Barradas Berglind, J.J. ; Wisniewski, Rafael ; Soltani, Mohsen
Author_Institution :
Dept. of Electron. Syst., Aalborg Univ., Aalborg East, Denmark
Abstract :
The focus of this work is on fatigue load modeling and controller design for the wind turbine level. The main purpose is to include a model of the damage effects caused by the fatigue of the wind turbine components in the controller design process. This paper addresses an online fatigue estimation method based on hysteresis operators, which can be used in control loops. Furthermore, we propose a model predictive control (MPC) strategy that incorporates the online fatigue estimation through the objective function, where the ultimate goal in mind is to reduce the fatigue load of the wind turbine, while tracking a desired power reference. The outcome is an adaptive or self-tuning MPC scheme for wind turbine fatigue load reduction. The results of the proposed strategy are then compared against a baseline MPC.
Keywords :
adaptive control; control system synthesis; estimation theory; fatigue; hysteresis; predictive control; wind turbines; adaptive MPC scheme; controller design; fatigue load modeling; hysteresis operators; model predictive control; objective function; online fatigue estimation method; self-tuning MPC scheme; wind turbine fatigue load reduction; Estimation; Fatigue; Hysteresis; Relays; Shafts; Stress; Wind turbines;
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
DOI :
10.1109/ACC.2015.7171908