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Structural optimisation of vertical-axis wind turbine composite blades based on finite element analysis and genetic algorithm

机译:基于有限元分析和遗传算法的垂直轴风力发电机复合叶片结构优化

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摘要

A wind turbine blade generally has complex structures including several layers of composite materials with shear webs, making its structure design very challenging. In this paper, a structural optimisation model for wind turbine composite blades has been developed based on a parametric FEA (finite element analysis) model and a GA (genetic algorithm) model. The optimisation model minimises the mass of composite blades with multi-criteria constraints. The number of unidirectional plies, the locations of the spar cap and the thicknesses of shear webs are taken as design variables. The optimisation model takes account of five constraints, i.e. stress constraint, deformation constraint, vibration constraint, buckling constraint, and manufacturing manoeuvrability and continuity of laminate layups constraint. The model has been applied to the blade structural optimisation of ELECTRA 30 kW wind turbine, which is a novel VAWT (vertical-axis wind turbine) combining sails and V-shape arm. The mass of the optimised blade is 228 kg, which is 17.4% lower than the initial design, indicating the blade mass can be significantly reduced by using the present optimisation model. It is demonstrated that the structural optimisation model presented in this paper is capable of effectively and accurately determining the optimal structural layups of composite blades.
机译:风力涡轮机叶片通常具有复杂的结构,包括具有剪切腹板的多层复合材料,这使其结构设计非常具有挑战性。在本文中,基于参数有限元分析(有限元分析)模型和遗传算法(遗传算法)开发了风力涡轮机复合叶片的结构优化模型。优化模型可最大程度地减少具有多标准约束的复合材料叶片的质量。单向帘布层的数量,翼梁帽的位置和抗剪腹板的厚度均作为设计变量。该优化模型考虑了五个约束,即应力约束,变形约束,振动约束,屈曲约束,制造机动性和层压板约束的连续性。该模型已应用于ELECTRA 30 kW风力涡轮机的叶片结构优化,这是将风帆和V型臂结合在一起的新型VAWT(垂直轴风力涡轮机)。优化叶片的质量为228 kg,比初始设计低17.4%,这表明使用当前优化模型可以显着降低叶片质量。结果表明,本文提出的结构优化模型能够有效,准确地确定复合材料叶片的最佳结构。

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