Fuzzy Predictive Control of a Variable Speed Wind Turbine

This paper introduces a fuzzy model predictive control (FMPC) using Linear Matrix Inequalities (LMI) approach. The FMPC law can be easily obtained by solving a convex optimization problem subject to several LMI conditions. Then such controller is constructed to control a variable wind turbine. For t...

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Bibliographic Details
Published inEnergy procedia Vol. 42; pp. 357 - 366
Main Authors Bououden, Sofiane, Filali, Salim, Chadli, Mohammed
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 2013
Subjects
fuzzy systems
LMI design
Model predictive control
Modeling of wind turbines
Model predictive control
fuzzy systems
Modeling of wind turbines
LMI design
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ISSN1876-6102
1876-6102
DOI10.1016/j.egypro.2013.11.036

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Summary:This paper introduces a fuzzy model predictive control (FMPC) using Linear Matrix Inequalities (LMI) approach. The FMPC law can be easily obtained by solving a convex optimization problem subject to several LMI conditions. Then such controller is constructed to control a variable wind turbine. For this purpose, a model predictive control approach with blade pitch and generator torque as two control inputs with the objective to control power is proposed. The effectiveness of our proposed approach is shown by simulation results
ISSN:1876-6102
1876-6102
DOI:10.1016/j.egypro.2013.11.036