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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| Published in | Energy procedia Vol. 42; pp. 357 - 366 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
2013
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| Online Access | Get full text |
| ISSN | 1876-6102 1876-6102 |
| DOI | 10.1016/j.egypro.2013.11.036 |
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| Abstract | 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 |
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| AbstractList | 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 |
| Author | Bououden, Sofiane Chadli, Mohammed Filali, Salim |
| Author_xml | – sequence: 1 givenname: Sofiane surname: Bououden fullname: Bououden, Sofiane organization: Faculté des sciences et technologie, Université Abbes Laghrour Khenchela, Algérie – sequence: 2 givenname: Salim surname: Filali fullname: Filali, Salim organization: Laboratoire d’automatique et de robotique-Faculté des Sciences Route d’Ain El Bey, Université de Constantine, Algérie – sequence: 3 givenname: Mohammed surname: Chadli fullname: Chadli, Mohammed organization: University of Picardie Jules Verne, MIS (EA 4029)33 rue Saint-Leu, 80039 Amiens, France |
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| Cites_doi | 10.1016/j.conengprac.2004.03.006 10.1002/we.503 10.1016/S0967-0661(97)00097-X 10.1049/cp:19960927 10.1109/TSTE.2011.2153217 10.1109/MED.2007.4433869 10.1016/j.conengprac.2004.10.013 10.2514/6.2006-602 10.1109/TSMC.1985.6313399 |
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| Keywords | Model predictive control fuzzy systems Modeling of wind turbines LMI design |
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| SubjectTerms | fuzzy systems LMI design Model predictive control Modeling of wind turbines |
| Title | Fuzzy Predictive Control of a Variable Speed Wind Turbine |
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