Wind Spatio-Temporal Dataset2

This dataset is used in Chapter 4 of the Data Science for Wind Energy book. The data used in this study consists of one year of spatio-temporal measurements at 200 randomly selected turbines on a flat terrain inland wind farm, between 2010 and 2011. The data consists of turbine-specific hourly wind speeds measured by the anenometers mounted on each turbine. In addition, one year of hourly wind speed and direction measurements are available at three met masts on the same wind farm. Column B through Column OK are the wind speed and wind power associated with each turbine, followed by Column OL through Column OQ, which are for wind speed and wind direction associated with each mast. The coordinates of the turbines and masts are listed in the top rows, preceding the wind speed, direction, and power data. The coordinates are shifted by a constant, so that while the relative positions of the turbines and the met masts remain faithful to the actual layout, their true geographic information is kept confidential. This anemometer network provides a coverage of a spatial resolution of one mile and a temporal resolution of one hour.本数据集用于《风能数据科学》（Data Science for Wind Energy）一书的第4章。本研究所用数据为2010年至2011年间，某内陆平坦地形风电场内200台随机选取的风力发电机组的为期一年时空测量数据。该数据包含安装于每台机组上的风速计（anemometer）所采集的逐小时机组专属风速测量值。此外，该风电场内三座测风塔（met mast）同步采集了为期一年的逐小时风速与风向测量数据。数据表中，B列至OK列对应各风力发电机组的风速与风电功率数据；后续的OL列至OQ列则对应各测风塔的风速与风向数据。风力发电机组与测风塔的坐标信息列于数据行顶部，位于风速、风向及功率数据之前。所有坐标均经过常数偏移处理，因此尽管风力发电机组与测风塔的相对位置与实际布局保持一致，但其真实地理信息予以保密。该风速计网络的空间分辨率为1英里，时间分辨率为1小时。