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METHOD FOR PLANNING A LAYOUT OF A RENEWABLE ENERGY SITE

机译:规划可再生能源站点布局的方法

摘要

A method for planning a layout of a renewable energy site is disclosed. Correlated sets of historical meteorological data (1) and terrain data (2) are obtained for at least one geographical area. A data model (4) is derived based on the basis of the correlated sets of historical meteorological data (1) and terrain data (2), by training the data model (4) using a deep learning algorithm. The trained data model (4) is adapted to identify coherence between meteorological data and terrain data relating to the same geographical area. Meteorological data (5) and terrain data (6) related to the renewable energy site are fed to the trained data model (4), the terrain data (6) having a higher resolution than the meteorological data (5). Based on the data (5, 6) fed to the trained data model (4), meteorological data related to the renewable energy site with increased resolution is estimated by downscaling the meteorological data (5), using the trained data model (4), and based on the data (5, 6) fed to the trained data model (4). The estimated meteorological data with increased resolution for the renewable energy site is then used for planning the layout of the renewable energy site.
机译:公开了一种规划可再生能源站点的布局的方法。为至少一个地理区域获得相关的历史气象数据(1)和地形数据(2)的相关组。通过使用深度学习算法训练数据模型(4),基于相关的历史气象数据(1)和地形数据(2)的相关组来导出数据模型(4)。训练有素的数据模型(4)适于识别气象数据与与同一地理区域有关的地形数据之间的一致性。与可再生能源站点相关的气象数据(5)和地形数据(6)被馈送到训练的数据模型(4),其具有比气象数据(5)更高的分辨率的地形数据(6)。基于馈送到训练的数据模型(4)的数据(5,6),使用训练有素的数据模型(4),估计与可再生能源站点相关的与可再生能源站点相关的气象数据,并基于提供给培训的数据模型(4)的数据(5,6)。随后将估计具有可再生能源部位分辨率的估计的气象数据,用于规划可再生能源现场的布局。

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