Optimal LQG Controller for Variable Speed Wind Turbine Based on Genetic Algorithms

被引：24

作者：

Barrera-Cardenas, Rene ^{[1
]}

Molinas, Marta ^{[1
]}

机构：

[1] Norwegian Univ Sci & Technol, Dept Elect Power Engn, NO-7491 Trondheim, Norway

来源：

TECHNOPORT 2012 - SHARING POSSIBILITIES AND 2ND RENEWABLE ENERGY RESEARCH CONFERENCE (RERC2012) | 2012年 / 20卷

关键词：

LQG controller; double fed induction generator; wind turbine; genetic algorithm; performance index;

D O I：

10.1016/j.egypro.2012.03.021

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

Linear Quadratic Gaussian (LQG) control methodology shows useful properties of good performance and robustness in controller design applied to wind turbine. Typically, in the design procedure LQG method is necessary to select weighting matrices in order to solve the Algebraic Riccati Equations and then get the matrices Kalman Filter gain and optimal state-feedback. In order to optimize a LQG control applied to Double-Fed Induction Generator in wind power system, a Genetic Algorithms (GA) adapted to get the best values of the element of weighting matrices is proposed in this paper. The performance indices ISE and ITSE are a good alternative to obtain the fitness function to design LQG controllers with GA. The simulation results show the high effectiveness of this optimal design method. (C) 2012 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of the Centre for Renewable Energy.

引用

页码：207 / 216

页数：10

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