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

Netherlands Navy E-motor Pump (NLN-EMP) dataset.<br>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.

荷兰海军电动水泵（NLN-EMP）数据集。本数据集收录一套电动水泵装置的实验振动、电机电流与电压数据，由荷兰皇家海军的一项研究项目在特奇波特现场实验室（Fieldlab Techport）采集完成。本次实验涵盖多种故障类型的测量工作，共设置两套实验装置：其中一套以三种不同转速运行，另一套仅以单转速运行。多数故障均设置了多档严重程度等级。