vossmoos/vestasv52-scada-windturbine-granada

这是一个包含西班牙格拉纳达城郊环境中 Vestas V52 风力发电机SCADA系统合成数据的 dataset，共有40,000个一分钟的聚合传感器读数，涵盖24个参数。数据集模拟了真实的运行条件和故障场景，适用于预测性维护应用。它包括基本的物理和运行动力学数据，如风力发电机的气动功率生成、主动变桨控制、偏航对准以及关键部件的热管理。数据集还包含四种不同的运行场景，从正常操作到不同的故障模式，每个场景都有相应的时间演化和传感器特征。

This dataset contains synthetic SCADA (Supervisory Control and Data Acquisition) data for a Vestas V52 wind turbine operating in a peri-urban environment in Granada, Spain. It includes 40,000 one-minute aggregated sensor readings across 24 parameters, simulating realistic operational conditions and fault scenarios for predictive maintenance applications. It encompasses fundamental physics and operational dynamics of wind turbines, such as aerodynamic power generation, active pitch control, yaw alignment, and thermal management of critical components. The dataset also includes four distinct operational scenarios ranging from normal operation to various failure modes, each with consistent sensor signatures and temporal evolution.