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

机译:风电场布局和阵列间电缆布线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:提出了一种混合整数线性规划(MILP)方法来优化涡轮分配和阵列间海上电缆布线。通过分两步走的策略来考虑这两个问题,首先解决布局问题,然后解决电缆问题。我们对这两个问题进行了介绍,并介绍了为解决这些问题而开发的MILP模型。为了处理在岸情况下的干扰,我们提出了适用于3D情况的标准Jensen模型的改编。我们模型的一个简单的随机规划变体使我们可以在优化中考虑不同的风况。对于阵列间电缆布线,我们提出了一种新的MILP模型,该模型能够处理实际应用中遇到的各种限制,例如容量限制,变电站限制和非交叉限制。实际实例上的计算结果证明了该方法的实际可行性。

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