LASPI: Detection and diagnostics of gearbox faults

Dataset of current, voltage, and vibration measurements of an electromechanical driving system. The system is a three-phase asynchronous motor that drives a gearbox. The gearbox is composed of bearings and gears that are susceptible to fail. Seven experiments corresponding to different states of each component are performed. Each health state is performed under different operating conditions.

本数据集为机电驱动系统的电流、电压与振动测量数据集。该系统为驱动齿轮箱的三相异步电动机，其配套齿轮箱由轴承与齿轮构成，二者均易发生故障。针对各组件的不同健康状态共开展七组实验，且每种健康状态均在不同运行工况下完成数据采集。

搜集汇总

背景与挑战

背景概述

LASPI数据集包含齿轮箱在不同故障状态下的电流、电压和振动测量数据，适用于机器学习和信号处理研究。数据集详细记录了7种健康状态和多种操作条件下的实验数据，为故障检测和预测维护提供了丰富资源。