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.本数据集适用于《Data Science for Wind Energy》（风力能源数据科学）一书的第4章。本研究所用数据取自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的时空测量数据。该数据包含由每台机组塔筒上安装的风速计（anemometer）采集的各机组专属每小时风速测量值。此外，该风电场内的3座气象测风塔（met mast）同步提供了为期一年的每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，其后的OL列至OQ列则为各测风塔对应的风速与风向数据。风力发电机组与测风塔的坐标信息列于风速、风向及功率数据之前的首行区域。为对真实地理信息进行保密，所有坐标均经过常数偏移处理，因此尽管机组与测风塔的相对位置仍与实际布局保持一致，但无法直接获取其真实地理位置。该风速计观测网络的空间分辨率为1英里，时间分辨率为1小时。