Surrogate-based Optimization of the Layup of a Laminated Composite Wind Turbine Blade for an Improved Power Coefficient
Journal of Theoretical and Applied Mechanics/Mechanika Teoretyczna i Stosowana(2022)
摘要
Most wind turbine blades are made of laminated composite materials. The mechanical properties of the material and the layup orientation influence the blade stiffness and, therefore, turbine performance. The bend-twist coupling effect, a consequence of the stacking sequence, can be used for passive control of the pitch angle, which in turn can improve the turbine performance. In this work, a surrogate-based optimization strategy which uses finite element simulation and radial basis functions is employed to optimize the stacking sequence of the blade laminate of a small wind turbine, aiming to improve the power coefficient.
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关键词
wind turbine blade,laminated composites,optimization,radial basis functions
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