Title :
A review on applications of model predictive control to wind turbines
Author :
Wai Hou Lio ; Rossiter, J.A. ; Jones, Bryn Ll
Author_Institution :
Dept. of Autom. Control & Syst. Eng., Univ. of Sheffield, Sheffield, UK
Abstract :
This paper aims to give an overview of the recent development and benefits of model predictive control in wind turbines and its future potential. For a modern large wind turbine, the main objective of control is to maximise the power production while maintaining the fatigue loads to be minimal. With such multiple objectives, a multivariable system and actuators constraints the popular PI controller may become ineffective or hard to tune whereas MPC provides a systematic approach for designing a multivariable controller incorporating the knowledge of actuator constraints. This paper reviews the wind turbine control problem and in particular gives a survey of the use of model predictive control on wind turbines.
Keywords :
PI control; actuators; control system synthesis; multivariable control systems; predictive control; wind turbines; PI controller; actuator constraints; fatigue load; model predictive control; multivariable controller design; multivariable system; power production; proportional-integral controller; wind turbines; Blades; Computational modeling; Generators; Poles and towers; Rotors; Wind speed; Wind turbines; model predictive control; wind turbine;
Conference_Titel :
Control (CONTROL), 2014 UKACC International Conference on
Conference_Location :
Loughborough
DOI :
10.1109/CONTROL.2014.6915220