Gatton Sky Image and PV Generation 2020

The data regarding PV generation and sky images were acquired from a solar farm situated at The University of Queensland's Gatton campus in Australia, possessing a peak capacity of 3.275 MW. Two MOBITIX hemispheric cameras (Q25) have been installed to take real-time images of the sky above the solar farm. The sky image is with 2408×1536 pixels and RGB channels and the time resolution of the images is 10 seconds. PV generation data is with a resolution of one minute. This dataset is used to predict the future PV generation based on the sky images.

本数据集涵盖光伏（PV）发电数据与天空图像数据，采集自澳大利亚昆士兰大学加顿校区的一座太阳能农场，该农场峰值装机容量达3.275兆瓦。该农场部署了两台MOBITIX半球相机（Q25），用于实时采集太阳能农场上方的天空图像。单幅天空图像分辨率为2408×1536像素，包含RGB三通道，图像采集的时间分辨率为10秒。光伏发电数据的时间分辨率为1分钟。本数据集可用于基于天空图像预测未来光伏发电量。

搜集汇总

背景与挑战

背景概述

该数据集包含2020年澳大利亚昆士兰大学Gatton校区太阳能农场的天空图像和光伏发电数据。天空图像由半球相机以10秒时间分辨率采集，分辨率为2408×1536像素、RGB通道，而光伏发电数据以1分钟分辨率记录。数据集主要用于基于天空图像预测未来光伏发电，支持太阳能预测和可再生能源研究。