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Triaxial bearing vibration dataset of induction motor under varying load conditions
Rotating machines as core component of an industry can effectively be monitored through vibration analysis. Considering the importance of vibration in industrial condition monitoring, this article reports and discusses triaxial vibration data for motor bearing faults detection and identification. Th...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9156863/ https://www.ncbi.nlm.nih.gov/pubmed/35664656 http://dx.doi.org/10.1016/j.dib.2022.108315 |
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author | Kumar, Dileep Mehran, Sanaullah Shaikh, Muhammad Zakir Hussain, Majid Chowdhry, Bhawani Shankar Hussain, Tanweer |
author_facet | Kumar, Dileep Mehran, Sanaullah Shaikh, Muhammad Zakir Hussain, Majid Chowdhry, Bhawani Shankar Hussain, Tanweer |
author_sort | Kumar, Dileep |
collection | PubMed |
description | Rotating machines as core component of an industry can effectively be monitored through vibration analysis. Considering the importance of vibration in industrial condition monitoring, this article reports and discusses triaxial vibration data for motor bearing faults detection and identification. The data is acquired using a MEMS based triaxial accelerometer and the National Instruments myRIO board. The bearing conditions include healthy bearing, bearings with inner race faults, and bearings with outer race faults. For each faulty bearing condition, the three-phase induction motor is operated under three different load conditions. The dataset can be used to assess performance of newly developed methods for effective bearing fault diagnosis. Mendeley Data. http://dx.doi.org/10.17632/fm6xzxnf36.2. |
format | Online Article Text |
id | pubmed-9156863 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-91568632022-06-02 Triaxial bearing vibration dataset of induction motor under varying load conditions Kumar, Dileep Mehran, Sanaullah Shaikh, Muhammad Zakir Hussain, Majid Chowdhry, Bhawani Shankar Hussain, Tanweer Data Brief Data Article Rotating machines as core component of an industry can effectively be monitored through vibration analysis. Considering the importance of vibration in industrial condition monitoring, this article reports and discusses triaxial vibration data for motor bearing faults detection and identification. The data is acquired using a MEMS based triaxial accelerometer and the National Instruments myRIO board. The bearing conditions include healthy bearing, bearings with inner race faults, and bearings with outer race faults. For each faulty bearing condition, the three-phase induction motor is operated under three different load conditions. The dataset can be used to assess performance of newly developed methods for effective bearing fault diagnosis. Mendeley Data. http://dx.doi.org/10.17632/fm6xzxnf36.2. Elsevier 2022-05-23 /pmc/articles/PMC9156863/ /pubmed/35664656 http://dx.doi.org/10.1016/j.dib.2022.108315 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Data Article Kumar, Dileep Mehran, Sanaullah Shaikh, Muhammad Zakir Hussain, Majid Chowdhry, Bhawani Shankar Hussain, Tanweer Triaxial bearing vibration dataset of induction motor under varying load conditions |
title | Triaxial bearing vibration dataset of induction motor under varying load conditions |
title_full | Triaxial bearing vibration dataset of induction motor under varying load conditions |
title_fullStr | Triaxial bearing vibration dataset of induction motor under varying load conditions |
title_full_unstemmed | Triaxial bearing vibration dataset of induction motor under varying load conditions |
title_short | Triaxial bearing vibration dataset of induction motor under varying load conditions |
title_sort | triaxial bearing vibration dataset of induction motor under varying load conditions |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9156863/ https://www.ncbi.nlm.nih.gov/pubmed/35664656 http://dx.doi.org/10.1016/j.dib.2022.108315 |
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