MFS实验台模拟轴承故障数据

数据集主要面向智能车间设备故障诊断研究，基于机械故障综合试验台模拟机械设备常见故障，主要记录了电动机转速为20Hz的工况条件下不同故障类型轴承工作时的三维振动信号，数据量为109MB。

This dataset is primarily developed for research on equipment fault diagnosis in intelligent workshops. It utilizes a comprehensive mechanical fault test rig to simulate common faults of mechanical equipment, and mainly records three-dimensional vibration signals of bearings with different fault types under the operating condition with a motor speed of 20 Hz. The total data size is 109 MB.

搜集汇总

背景与挑战

背景概述

该数据集基于机械故障综合试验台（MFS）模拟轴承故障，面向智能车间设备故障诊断研究，记录了电动机转速为20Hz工况下不同故障类型轴承的三维振动信号，数据量为109MB，包含11个文件，主要用于故障诊断和振动信号分析。