Vibration Signals Feature for Fault Diagnosis of wind turbine blade

The datasets involve vibration measurements for vibration measurements of wind turbine blades in healthy and faulty conditions. The faulty condition consists of cracking the blade, blade surface erosion, and blade imbalance. the vibration signals are recorded by a uniaxial piezoelectric sensor fixed on the hub of the turbine.

本数据集涵盖健康与故障工况下风力机叶片的振动测量数据。其中故障工况包含叶片开裂、叶片表面侵蚀以及叶片失衡三类情形。振动信号由固定安装于风力机轮毂的单轴压电传感器采集获取。

搜集汇总

背景与挑战

背景概述

该数据集提供了风力涡轮机叶片在健康和多种故障状态下的振动信号特征，旨在支持叶片故障诊断研究。数据由单轴压电传感器采集，包含叶片裂纹、表面侵蚀和不平衡等故障类型，适用于振动分析和故障检测算法开发。