AMPERE: Detection and diagnostics of rotor and stator faults in rotating machines

Dataset of speed, current, voltage and vibration measurements of an electromechanical drive system. The system is a three-phase asynchronous motor. It is composed of an aging bearing and a squirrel cage rotor with defects (broken bars). In addition, unbalanced power supply faults are investigated. All experiments are performed under different local levels.

本数据集包含某机电驱动系统的转速、电流、电压及振动测量数据。该系统为三相异步电动机，其配置有老化轴承与带有断条（broken bars）缺陷的鼠笼式转子（squirrel cage rotor）。此外，本次研究还针对电源不平衡故障（unbalanced power supply faults）展开了相关实验。所有实验均在不同的局部工况等级下开展。

搜集汇总

背景与挑战

背景概述

AMPERE数据集包含三相异步电动机在多种故障状态下的电气和机械测量数据，旨在支持转子和定子故障的检测与诊断研究。数据集分为两部分，分别针对转子和定子的不同故障类型，适用于机器学习、信号处理及预测性维护等领域的研究。