DocumentCode :
3164101
Title :
Comparison of feedforward and model predictive control of wind turbines using LIDAR
Author :
Schlipf, David ; Pao, Lucy Y. ; Po Wen Cheng
Author_Institution :
Inst. of Aircraft Design, Univ. of Stuttgart, Stuttgart, Germany
fYear :
2012
fDate :
10-13 Dec. 2012
Firstpage :
3050
Lastpage :
3055
Abstract :
LIDAR systems are able to provide preview information of wind disturbances at various distances in front of wind turbines. This technology paves the way for new control concepts such as feedforward control and model predictive control. This paper compares a nonlinear model predictive controller and a feedforward controller to a baseline controller. Realistic wind “measurements” are obtained using a detailed simulation of a LIDAR system. A full lifetime comparison shows the advantages of using the wind predictions to reduce wind turbine fatigue loads on the tower and blades as well as to limit the blade pitch rates. The results illustrate that the feedforward controller can be combined with a tower feedback controller to yield similar load reductions as the model predictive controller.
Keywords :
blades; fatigue; feedforward; nonlinear control systems; optical radar; predictive control; wind; wind turbines; LIDAR system; baseline controller; blade pitch rate; control concept; feedforward controller; full lifetime comparison; nonlinear model predictive controller; preview information; tower feedback controller; wind disturbance; wind measurement; wind prediction; wind turbine fatigue load reduction; Feedforward neural networks; Laser radar; Load modeling; Poles and towers; Rotors; Wind speed; Wind turbines;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
ISSN :
0743-1546
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
Type :
conf
DOI :
10.1109/CDC.2012.6426063
Filename :
6426063
Link To Document :
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