Rooftop layout optimization for PV installation using GIS

C. Armenta-Déu, Félix Jesús de-Segura-Muñoz, Francisco Javier Domínguez-Bravo
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Abstract

In this work, we develop a new modelling process to optimize the PV installation layout on industrial building rooftops; the model searches for maximizing the number of installed PV panels in a defined spot area, characterized by its shape, size, tilt and orientation. The study focuses on areas of latitude between tropics, but is useful for other latitudes. The method is applied to an industrial conglomerate of reference, made up of 34 industries, whose geographical characteristics have been provided by the GIS technique. The proposed model reduces the area of the spot to a very small size (5m x 5m), thanks to the use of the GIS tools, thus increasing the precision of results and making the solution more reliable. The accuracy of the method is over 98.5%. The model takes into account not only the shape and size of the PV panel but also the tilt angle. The model predicts the number of panels as a function of the tilt angle of the panel and the azimuth of the rooftop. The modelling process has allowed obtaining the surface coverage factor of the PV layout for panels facing to the Equator in rooftops with a specific azimuth. The results of the modelling shows that coverage factor increases with the rooftop’s azimuth, having a minimum value of 75% for a rooftop azimuth of 45o and a maximum of 92% for angles of 5o and 85o.
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基于GIS的光伏安装屋顶布局优化
在这项工作中,我们开发了一种新的建模过程来优化工业建筑屋顶上的光伏安装布局;该模型在确定的点区域内搜索安装PV板的数量最大化,其特征是其形状、大小、倾斜和方向。这项研究主要集中在热带之间的纬度地区,但对其他纬度地区也有用。该方法应用于一个由34个行业组成的工业集团,该工业集团的地理特征已由GIS技术提供。由于使用了GIS工具,所提出的模型将现场面积减小到非常小的尺寸(5m x 5m),从而提高了结果的精度,使解决方案更加可靠。该方法的准确度在98.5%以上。该模型不仅考虑了光伏板的形状和尺寸,还考虑了倾斜角度。该模型预测面板的数量作为面板倾斜角和屋顶方位角的函数。建模过程允许获得面向赤道的面板在特定方位的屋顶上的PV布局的表面覆盖系数。建模结果表明,覆盖系数随屋顶方位角的增加而增加,当屋顶方位角为45度时,覆盖系数最小值为75%,当屋顶方位角为50度和850度时,覆盖系数最大值为92%。
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