首页> 外文会议>International work-conference on artificial neural networks;IWANN 2011 >Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation
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Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation

机译:考虑形状,地形和风速模拟新模型的风电场最优进化型风力涡轮机布置

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摘要

In this paper we present a novel evolutionary algorithm for optimal positioning of wind turbines in wind farms. We consider a realistic model for the wind farm, which includes orography, shape of the wind farm, simulation of the wind speed and direction, and costs of installation, connection and road construction among wind turbines. Several experiments show that the proposed evolutionary approach obtains very good solutions which maximize power production, and takes into account the different constraints of the problem.
机译:在本文中,我们提出了一种用于风电场中风轮机最佳定位的新型进化算法。我们考虑了一个针对风电场的现实模型,其中包括地形,风电场的形状,风速和风向的模拟以及风力发电机之间的安装,连接和道路建设成本。若干实验表明,所提出的进化方法获得了很好的解决方案,可以最大限度地提高发电量,并考虑了问题的不同约束。

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