Motor Current and Vibration Monitoring Dataset for various Faults in an E-motor-driven Centrifugal Pump

This dataset contains experimental vibration and motor current and voltage data of an electric motor pump set up, acquired at Fieldlab Techport as part of a research effort of the Royal Netherlands Navy. The experiments consist of measurements with a wide variety of faults, distributed over 2 set ups. One setup was operated at three different speeds, the other setup was operated at a single speed. The majority of faults were applied in multiple levels of severity.

本数据集收录荷兰皇家海军某研究项目中，于Techport现场实验室（Fieldlab Techport）采集的电动泵机组振动、电机电流与电压实验数据。本次实验涵盖多种故障类型的测量工作，相关测量部署于两套测试台架：其中一套台架以三种不同转速运行，另一套台架仅以单一转速运行；绝大多数故障均设置了多档严重程度等级。

搜集汇总

背景与挑战

背景概述

该数据集包含电动离心泵在不同转速和多种故障条件下的振动及电机电流电压监测数据，由荷兰皇家海军等机构合作采集，主要用于轴承状态监测和故障诊断研究。数据以7zipped csv格式存储，涵盖不同严重程度的故障类型。