DocumentCode
728432
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
fYear
2015
fDate
1-3 July 2015
Firstpage
3721
Lastpage
3727
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;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2015
Conference_Location
Chicago, IL
Print_ISBN
978-1-4799-8685-9
Type
conf
DOI
10.1109/ACC.2015.7171908
Filename
7171908
Link To Document