PVOD v1.0 : A photovoltaic power output dataset

PVOD can be applied to PV power forecasting based on different methods, as well as other tasks, e.g., solar irradiance forecasting, grid stability analysis, geographic smoothing, and wind power forecasting applications.PVOD has total 271,968 records and is constructed from two data sources with a 15-min interval, namely, Numerical Weather Prediction (NWP) from meteorological service and Local Measurements Data (LMD) from PV power stations.NWP includes 7 features, i.e., global irradiance, direct irradiance, temperature, humidity, wind speed, wind direction, and pressure.Local Measurements Data includes 7 features, i.e., global irradiance, diffuse irradiance, temperature, pressure, wind direction, wind speed, and photovoltaic output records.PVOD可应用于基于多种方法的光伏功率预测任务，亦可用于其他相关任务，例如太阳辐照度预测、电网稳定性分析、地理平滑处理以及风电功率预测类应用。该数据集总计包含271968条记录，构建自两类数据源，数据采样间隔为15分钟，分别为气象服务机构提供的数值天气预报（Numerical Weather Prediction，NWP）数据，以及光伏电站采集的本地测量数据（Local Measurements Data，LMD）。其中数值天气预报数据包含7项特征：总辐照度、直接辐照度、气温、湿度、风速、风向与气压。本地测量数据同样包含7项特征：总辐照度、散射辐照度、气温、气压、风向、风速以及光伏出力记录。

搜集汇总

背景与挑战

背景概述

PVOD v1.0是一个光伏功率输出数据集，包含271,968条15分钟间隔的记录，数据来源包括数值天气预报（7个特征）和本地测量数据（7个特征，含光伏输出），可用于光伏功率预测、太阳辐照度预测等任务。该数据集采用CC BY 4.0许可，由中国科学院等机构发布，时间戳使用UTC（北京时间UTC+8）。