The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/2b61183e-c14f-4131-829b-cc4822c369d0

Bruinsma, Sietze; Geertsma, Rinze; Loendersloot, Richard; Tinga, Tiedo (2024): NLN-EMP - Motor Current and Vibration Monitoring Dataset for various Faults in an E-motor-driven Centrifugal Pump. Version 4. 4TU.ResearchData. dataset. https://doi.org/10.4121/2b61183e-c14f-4131-829b-cc4822c369d0.v4

Dataset

x choose version: version 3 - 2024-02-19 version 2 - 2023-12-18 version 1 - 2023-10-23

• Artificial Intelligence and Image Processing
• Mechanical Engineering
• Electrical and Electronic Engineering
• Engineering
• Information and Computing Sciences

Bearings, Condition Based Maintenance, Fault Detection, Fault Identification, Induction Motor, Motor Current Signature Analysis, Variable Frequency Drive, Vibration Analysis

CC0

RefWorks, BibTeX, Reference Manager, Endnote, DataCite, NLM, DC, CFF

by Sietze Bruinsma , Rinze Geertsma , Richard Loendersloot , Tiedo Tinga

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

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.

• 2023-10-23 first online

• 2024-08-05 published, posted

4TU.ResearchData

7zipped csv

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

• Royal Netherlands Navy Royal Netherlands Navy

Royal Netherlands Navy;
University of Twente;
Fieldlab Techport