3 Axis Vibration Dataset of Bearing of Induction Motor under Different Loading Conditions

The dataset is acquired under the Mechanical continuous varying load conditions and it is different from available datasets. Moreover, it is a 3 axis acceleration dataset which represents vibration of motor under different loading condition for healthy and faulty bearing. The dataset can be used for analysis of time and frequency characteristics of bearings under varying load conditions. This dataset can be used to identify the bearing problem in early stage before fault going to developed in bearing due to rusting , corrosive, roughness and waviness surface for motor condition monitoring or bearing fault diagnosis本数据集采集于机械连续变载荷工况，区别于现有公开数据集。该数据集为三轴加速度数据集，记录了健康与故障轴承在电机不同载荷工况下的振动信号。其可用于分析变载荷工况下轴承的时域与频域特性，还可在轴承因锈蚀、腐蚀、表面粗糙度与波纹度导致故障进一步恶化前，实现轴承故障的早期识别，可应用于电机状态监测或轴承故障诊断领域。

搜集汇总

背景与挑战

背景概述

该数据集是一个感应电机轴承在不同负载条件下的三轴振动数据集，采集于机械连续变化负载环境，区别于其他可用数据集。它包含健康和有故障轴承的加速度数据，适用于时间与频率特性分析，并可用于早期轴承故障诊断，如锈蚀、腐蚀和表面粗糙度问题，以支持电机状态监测和故障诊断。