Case Western Reserve University Bearing Data Center

凯斯西储大学轴承数据中心（Case Western Reserve University Bearing Data Center）是一个公开的滚动轴承故障诊断测试数据库。该数据库由凯斯西储大学（Case Western Reserve University）维护，主要提供正常及故障轴承的振动加速度实验数据，用于机械状态监测与故障诊断研究。

The Case Western Reserve University Bearing Data Center is a publicly accessible test database for rolling bearing fault diagnosis. Maintained by Case Western Reserve University, this database mainly provides experimental vibration acceleration data of both normal and faulty bearings, serving as a resource for research on mechanical condition monitoring and fault diagnosis.

搜集汇总

背景与挑战

背景概述

该数据集是凯斯西储大学维护的公开轴承故障诊断数据库，主要提供正常及故障轴承的振动加速度实验数据。数据通过电机实验采集，使用电火花加工引入特定尺寸的轴承故障，并记录了不同负载下的振动情况，用于机械状态监测与故障诊断研究。