风力发电数据集

Wind Turbine Data风力发电数据集来自公开网站，包含多个风力涡轮机在不同时间点的运行数据，涵盖风速、风向、发电量等关键参数。数据集规模大，时间跨度长，具有多变量、高时效性特点，适用于风能资源评估、发电预测与风机运行优化。该数据集广泛应用于风力发电系统性能分析、故障预警、功率预测模型构建及风电场布局优化等场景，为清洁能源研究提供重要支持。

The Wind Turbine Dataset is sourced from public websites. It contains operational data of multiple wind turbines collected at various time points, covering key parameters including wind speed, wind direction, and power generation. The dataset features large scale, long time span, multiple variables and high timeliness, making it applicable for wind energy resource assessment, power generation prediction and wind turbine operation optimization. It is widely utilized in scenarios such as wind power system performance analysis, fault early warning, power prediction model construction and wind farm layout optimization, providing critical support for clean energy research.

搜集汇总

背景与挑战

背景概述

该风力发电数据集来自土耳其的风力涡轮机SCADA系统，包含风速、风向、发电量等关键参数，时间跨度为10分钟间隔，适用于风能资源评估和发电预测。数据集规模为50530行，格式为CSV。