Title :
Explicit model predictive control for reduction of wind turbine structural loads
Author :
Spudic, Vedrana ; Jelavic, M. ; Baotic, Mato
Author_Institution :
Fac. of Electr. Eng. & Comput., Univ. of Zagreb, Zagreb, Croatia
Abstract :
In many instances it is desirable for wind turbine to produce less power than is available in the wind. In such instances, one can balance between the strictness of the wind turbine power reference following and the reduction of the wind turbine structural loading. This paper investigates how wind turbine structural loads may be reduced through appropriate changes (i.e., small deviations) in wind turbine power references. An explicit model predictive controller - a closed form, parametric solution to the optimal control problem - is designed for the problem at hand. The extensive, realistic simulations have shown that the optimal controllers, which allow variation of the wind turbine power references, significantly reduce structural loads and fatigue.
Keywords :
fatigue; optimal control; power system control; predictive control; wind turbines; explicit model predictive controller; fatigue reduction; optimal control problem; wind turbine structural load reduction; Computational modeling; Generators; Load modeling; Poles and towers; Production; Wind speed; Wind turbines;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426490