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A Mixed-Integer Linear Programming approach to wind farm layout and inter-array cable routing

机译:一种用于风电场布局和阵列间电缆路由的混合整数线性规划方法

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A Mixed-Integer Linear Programming (MILP) approach is proposed to optimize the turbine allocation and inter-array offshore cable routing. The two problems are considered with a two steps strategy, solving the layout problem first and then the cable problem. We give an introduction to both problems and present the MILP models we developed to solve them. To deal with interference in the onshore cases, we propose an adaptation of the standard Jensen's model, suitable for 3D cases. A simple Stochastic Programming variant of our model allows us to consider different wind scenarios in the optimization. For the inter-array cable routing, we propose a new MILP model able to deal with different constraints arsing in practical application, such as capacity limitations, substation limitations and non-crossing constraints. Computational results on real-world instances prove the practical viability of the approach.
机译:建议混合整数线性编程(MILP)方法优化涡轮机分配和阵列间海上电缆路由。两个问题被认为是两个步骤策略,首先解决布局问题,然后解决电缆问题。我们介绍了这两个问题,并介绍了我们开发的MILP模型来解决它们。为了处理境内案例的干扰,我们提出了一种适应标准的Jensen模型,适用于3D案例。我们模型的简单随机编程变体使我们能够在优化中考虑不同的风情景。对于阵列间电缆路由,我们提出了一种新的MILP模型,能够处理实际应用中的不同约束,例如容量限制,变电站限制和非交叉约束。实际情况的计算结果证明了这种方法的实际可行性。

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