Time series

Load, wind and solar, prices in hourly resolution. This data package contains different kinds of timeseries data relevant for power system modelling, namely electricity consumption (load) for 37 European countries as well as wind and solar power generation and capacities and prices for a growing subset of countries. The timeseries become available at different points in time depending on the sources. The data has been downloaded from the sources, resampled and merged in a large CSV file with hourly resolution. Additionally, the data available at a higher resolution (Some renewables in-feed, 15 minutes) is provided in a separate file. All data processing is conducted in python and pandas and has been documented in the Jupyter notebooks linked below.

小时级分辨率的负荷、风电、光伏发电及电价数据。本数据包涵盖适用于电力系统建模的多类时序数据，具体包括37个欧洲国家的电力消费量（负荷，Load）数据，以及覆盖范围逐步拓展的部分国家的风电、光伏发电量、装机容量及电价数据。上述时序数据的上线时间因数据来源不同而存在差异。所有数据均已从各来源下载、重采样并整合为一份小时级分辨率的大型CSV文件。此外，分辨率更高的部分新能源上网电量数据（15分钟级）已单独存储为独立文件。所有数据处理流程均基于Python与Pandas完成，相关处理细节已在下文链接的Jupyter笔记本（Jupyter Notebook）中予以完整记录。

搜集汇总

背景与挑战

背景概述

该数据集是一个电力系统建模时间序列数据包，包含37个欧洲国家的电力负荷、风能和太阳能发电与容量以及部分国家的电价数据，以每小时分辨率为主，部分可再生能源数据提供15分钟更高分辨率，所有数据通过Python和pandas处理并已文档化。