风力涡轮机Scada数据集

在风力涡轮机中，Scada 系统每隔10分钟测量并保存风速、风向、发电量等数据。这个文件是从一个风力涡轮机的 scada 系统，是在土耳其工作和发电。内容文件中的数据是:-日期/时间(间隔10分钟)-LV ActivePower (kW) : 当时涡轮机产生的功率-风速(m/s) : 涡轮机轮毂高度的风速(涡轮机用于发电的风速)-理论 _ Power _ Curve (KWh) : 涡轮机产生的风速的理论功率值，由涡轮机制造商给出-风向(°) : 涡轮机轮毂高度的风向(风力涡轮机自动转向这个方向)

In wind turbines, the SCADA system measures and saves data such as wind speed, wind direction, and power generation every 10 minutes. This file is sourced from the SCADA system of a wind turbine that operates and generates power in Turkey. The data contained in this file are as follows:
- Date/Time (10-minute interval): The date and time recorded at 10-minute intervals
- LV ActivePower (kW): The power generated by the turbine at that moment
- Wind Speed (m/s): The wind speed at the hub height of the turbine, which is the wind speed used by the turbine for power generation
- Theoretical_Power_Curve (kWh): The theoretical power value corresponding to the wind speed for power generation of the turbine, provided by the turbine manufacturer
- Wind Direction (°): The wind direction at the hub height of the turbine, which the wind turbine automatically adjusts to face

搜集汇总

背景与挑战

背景概述

该数据集包含土耳其某风力涡轮机Scada系统每10分钟记录的风速、风向和发电量等关键运行数据，适用于风能发电效率分析和预测模型构建。