凯斯西储轴承故障测试数据集

凯斯西储大学团队对故障诊断算法进行测试时公开的轴承故障数据集。由驱动端加速度计采集得到，包含有正常、内圈故障、外圈故障和滚动体故障四种信号。采样频率为48khz。故障尺寸包括有0.18mm、0.36mm、0.53mm。

This bearing fault dataset was publicly released by the team at Case Western Reserve University during their testing of fault diagnosis algorithms. Collected by accelerometers mounted on the drive end, the dataset includes four types of signals: normal operating condition, inner race fault, outer race fault, and rolling element fault. The sampling frequency is 48 kHz, and the fault sizes are 0.18 mm, 0.36 mm, and 0.53 mm.

搜集汇总

背景与挑战

背景概述

凯斯西储轴承故障测试数据集是由凯斯西储大学团队公开的轴承故障数据集，包含正常、内圈故障、外圈故障和滚动体故障四种信号，采样频率为48kHz，故障尺寸包括0.18mm、0.36mm、0.53mm。该数据集主要用于故障诊断算法的测试和设备健康管理研究。