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.

本数据集包含电动水泵机组的实验振动、电机电流及电压数据，采集自特奇波特现场实验室（Fieldlab Techport），系荷兰皇家海军某项研究项目的一部分。本次实验针对多种故障类型开展测量，数据采集依托两套测试装置完成：其中一套装置以三种不同转速运行，另一套装置仅以单一转速运行。绝大多数故障设置了多种严重程度等级。