Wind Time Series Dataset

This dataset comes from a single turbine on an inland wind farm. The dataset covers the duration of one year, but data at some of the time instances are missing. Two time resolutions are included in the dataset: the 10-min data and the hourly data; the latter is the further average of the former. For each temporal resolution, the data is arranged in three columns. The first column is the time stamp, the second column is the wind speed, and the third column is the wind power. This dataset is used in Chapter 2 of the Data Science for Wind Energy book.

本数据集来源于某内陆风电场的单台风力涡轮机。数据集覆盖时长为一年，但存在部分时间点的数据缺失。该数据集包含两类时间分辨率数据：10分钟级与小时级，其中小时级数据为10分钟级数据的进一步平均结果。针对每类时间分辨率，数据均以三列形式组织：第一列为时间戳，第二列为风速，第三列为风电功率。本数据集被应用于《风电数据科学（Data Science for Wind Energy）》一书的第2章。