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Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
GA optimized fractional controller for a wind turbine ride through pitch malfunction
This paper is about better integration of wind energy into an electric grid, avoiding wind turbine pitch malfunction to become a failure. A fractional-order controller is used in the two-level converters of the wind turbine to reduce the voltage drops during the malfunction. The reduction is attained by an optimization problem for selection of the parameters of the fractional-order control. The optimization problem is a non-convex one, solved by a genetic algorithm together with a model of the wind turbine pitch malfunction. Kriging metamodeling is used to assist in output prediction due its lower computational requirements and its ability to provide a value for the uncertainty of the estimate. A comparison between the Kriging metamodeling and the complete model is presented and conclusions are stated to show the advantage of the Kriging metamodeling. ; info:eu-repo/semantics/publishedVersion
GA optimized fractional controller for a wind turbine ride through pitch malfunction
This paper is about better integration of wind energy into an electric grid, avoiding wind turbine pitch malfunction to become a failure. A fractional-order controller is used in the two-level converters of the wind turbine to reduce the voltage drops during the malfunction. The reduction is attained by an optimization problem for selection of the parameters of the fractional-order control. The optimization problem is a non-convex one, solved by a genetic algorithm together with a model of the wind turbine pitch malfunction. Kriging metamodeling is used to assist in output prediction due its lower computational requirements and its ability to provide a value for the uncertainty of the estimate. A comparison between the Kriging metamodeling and the complete model is presented and conclusions are stated to show the advantage of the Kriging metamodeling. ; info:eu-repo/semantics/publishedVersion
GA optimized fractional controller for a wind turbine ride through pitch malfunction
Pandiyan, Surya (Autor:in) / Valério, Duarte (Autor:in) / Melicio, Rui (Autor:in) / Mendes, Victor (Autor:in)
27.11.2020
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
DDC:
690
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