Data for: Short-term wind power forecasting approach based on clustering algorithm and Seq2Seq model using NWP data

The Sotavento wind farm is located in Galicia, Spain (43.354377N, 7.881213W, m.a.s.l.). It consists of 24 wind turbines and the installed capacity is 17.56 MW. The historical wind speed, wind direction and total power output of 24 wind turbines with 10-min resolution of this wind farm in 2016 are listed.

搜集汇总

背景与挑战

背景概述

该数据集包含西班牙Sotavento风电场2016年的历史数据，时间分辨率为10分钟，涵盖风速、风向和总功率输出变量，用于支持基于聚类和Seq2Seq模型的短期风电功率预测研究。数据来自24台风力涡轮机，总装机容量为17.56 MW，具有明确的时空属性和应用目标。