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AN OPTIMIZATION METHOD FOR THE CONFIGURATION OF INTER ARRAY CABLES FOR FLOATING OFFSHORE WIND FARM

机译:海上风电场浮动架空电缆配置的优化方法

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IFP Energies nouvelles (IFPEN) is involved for many years in various projects for the development of floating offshore wind turbines. The commercial deployment of such technologies is planned for 2020. The present paper proposes a methodology for the numerical optimization of the inter array cable configuration. To illustrate the potential of such an optimization, results are presented for a case study with a specific floating foundation concept [1]. The optimization study performed aims to define the least expensive configuration satisfying mechanical constraints under extreme environmental conditions. The parameters to be optimized are the total length, the armoring, the stiffener geometry and the buoyancy modules. The insulated electrical conductors and overall sheath are not concerned by this optimization. The simulations are carried out using DeepLines~™, a Finite Element software dedicated to simulate offshore floating structures in their marine environment. The optimization problem is solved using an IFPEN in-house tool, which integrates a state of the art derivative-free trust region optimization method extended to nonlinear constrained problems. The latter functionality is essential for this type of optimization problem where nonlinear constraints are introduced such as maximum tension, no compression, maximum curvature and elongation, and the aero-hydrodynamic simulation solver does not provide any gradient information. The optimization tool is able to find various local feasible extrema thanks to a multi-start approach, which leads to several solutions of the cable configuration. The sensitivity to the choice of the initial point is demonstrated, illustrating the complexity of the feasible domain and the resulting difficulty in finding the global optimum configuration.
机译:IFP新能源技术(IFPEN)参与了许多浮动海上风力发电机的开发项目。计划在2020年将此类技术用于商业用途。本白皮书提出了一种用于阵列间电缆配置数值优化的方法。为了说明这种优化的潜力,针对特定浮动基础概念的案例研究给出了结果[1]。进行的优化研究旨在确定在极端环境条件下满足机械约束的最便宜的配置。要优化的参数是总长度,铠装,加强筋几何形状和浮力模块。该优化不涉及绝缘的电导体和整个护套。使用DeepLines〜™(有限元软件)进行模拟,该软件专用于模拟海洋环境中的海上浮动结构。使用IFPEN内部工具解决了优化问题,该工具集成了最先进的无导数信任区域优化方法,该方法已扩展到非线性约束问题。后一种功能对于这种类型的优化问题是必不可少的,在这种优化问题中,引入了非线性约束,例如最大张力,无压缩,最大曲率和伸长率,并且空气动力学模拟求解器不提供任何梯度信息。由于采用了多步启动方法,因此优化工具能够找到各种本地可行的极值,这导致了电缆配置的多种解决方案。证明了对选择初始点的敏感性,说明了可行域的复杂性以及由此导致的寻找全局最优配置的困难。

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