Wind Turbine Blades Fault Diagnosis based on Vibration Dataset Analysis

The data collection includes uniaxial vibration measurements of wind turbine induction operating at varying wind speeds. It contains three vibration datasets of wind turbines in a healthy state and three in a problematic one. In addition, the defective circumstances of wind turbines include blade cracks, blade surface degradation, and blade imbalance. There are a total of 35 wind turbine conditions datasets. The dataset was collected at a sampling rate of 1 kHz, with 500 samples per channel.

本数据集收录了不同风速下运行的感应式风力发电机的单轴振动测量数据。数据集包含3组健康状态风力发电机的振动数据集，以及3组故障状态风力发电机的振动数据集。此外，风力发电机的故障工况涵盖叶片裂纹、叶片表面劣化以及叶片不平衡三类。本数据集总计包含35个风力发电机工况数据集。该数据集的采样率为1 kHz，每个通道包含500个采样样本。

搜集汇总

背景与挑战

背景概述

该数据集包含风力涡轮机在健康和故障状态下的振动测量数据，故障类型涵盖叶片裂纹、表面退化和不平衡。数据采集频率为1 kHz，每个通道500个样本，总共有35个条件的数据集，适用于风力涡轮机叶片故障诊断研究。