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Integrated structural optimisation of offshore wind turbine support structures based on finite element analysis and genetic algorithm

机译:基于有限元分析和遗传算法的海上风机支撑结构综合结构优化

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摘要

By accounting for almost 25% of the capital cost of an OWT (offshore wind turbine), optimisation of support structures provides an efficient way to reduce the currently high cost of offshore wind energy. In this paper, a structural optimisation model for OWT support structures has been developed based on a coupled parametric FEA (Finite Element Analysis) and GA (Genetic Algorithm), minimising the mass of the support structure under multi-criteria constraints. Contrary to existing optimisation models for OWT support structures, the proposed model is an integrated structural optimisation model, which optimises the components of the support structure (i.e. tower, transition piece, grout and monopile) simultaneously. The outer diameters and section thicknesses along the support structure are chosen as design variables. A set of constraints based on multi-criteria design assessment is applied according to standard requirements, which includes vibration, stress, deformation, buckling, fatigue and design variable constraints. The model has been applied to the NREL (National Renewable Energy Laboratory) 5 MW OWT on an 00 (Offshore Code Comparison Collaboration) monopile. The results of the application of the integrated optimisation methodology show a 19.8% reduction in the global mass of the support structure while satisfying all the design constraints. It is demonstrated that the proposed structural optimisation model is capable of effectively and accurately determining the optimal design of OWT support structures, which significantly improves their design efficiency. (C) 2017 Elsevier Ltd. All rights reserved.
机译:通过占OWT(海上风力涡轮机)基本成本的25%,优化支撑结构可有效降低目前海上风力发电的高成本。本文基于耦合参数FEA(有限元分析)和GA(遗传算法)开发了OWT支撑结构的结构优化模型,从而在多标准约束下将支撑结构的质量降至最低。与现有的OWT支撑结构优化模型相反,该模型是一个集成的结构优化模型,可同时优化支撑结构的各个组成部分(即塔架,过渡件,灌浆和单桩)。选择沿支撑结构的外径和截面厚度作为设计变量。根据标准要求应用了一组基于多准则设计评估的约束,包括振动,应力,变形,屈曲,疲劳和设计变量约束。该模型已被应用到NREL(国家可再生能源实验室)5兆瓦OWT的00(离岸规范比较协作)单桩上。集成优化方法的应用结果表明,在满足所有设计约束的同时,支撑结构的整体质量减少了19.8%。结果表明,所提出的结构优化模型能够有效,准确地确定OWT支撑结构的最优设计,从而大大提高了其设计效率。 (C)2017 Elsevier Ltd.保留所有权利。

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