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Vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults
Permanent magnet synchronous motors (PMSM) are widely used in industry applications such as home appliances, manufacturing process, high-speed trains, and electric vehicles. Unexpected faults of PMSM are directly related to the significant losses in the engineered systems. The majority of motor faul...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9957734/ https://www.ncbi.nlm.nih.gov/pubmed/36852000 http://dx.doi.org/10.1016/j.dib.2023.108952 |
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author | Jung, Wonho Yun, Sung-Hyun Lim, Yoon-Seop Cheong, Sungjin Park, Yong-Hwa |
author_facet | Jung, Wonho Yun, Sung-Hyun Lim, Yoon-Seop Cheong, Sungjin Park, Yong-Hwa |
author_sort | Jung, Wonho |
collection | PubMed |
description | Permanent magnet synchronous motors (PMSM) are widely used in industry applications such as home appliances, manufacturing process, high-speed trains, and electric vehicles. Unexpected faults of PMSM are directly related to the significant losses in the engineered systems. The majority of motor faults are bearing fault (mechanical) and stator fault (electrical). This article reports vibration and driving current dataset of three-phase PMSM with three different motor powers under eight different severities of stator fault. PMSM conditions including normal, inter-coil short circuit fault, and inter-turn short circuit fault in three motors are demonstrated with different powers of 1.0 kW, 1.5 kW and 3.0 kW, respectively. The PMSMs are operated under the same torque load condition and rotating speed. Dataset is acquired using one integrated electronics piezo-electric (IEPE) based accelerometer and three current transformers (CT) with National Instruments (NI) data acquisition (DAQ) board under international organization for standardization standard (ISO 10816-1:1995). Established dataset can be used to verify newly developed state-of-the-art methods for PMSM stator fault diagnosis. Mendeley Data. DOI: 10.17632/rgn5brrgrn.5 |
format | Online Article Text |
id | pubmed-9957734 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-99577342023-02-26 Vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults Jung, Wonho Yun, Sung-Hyun Lim, Yoon-Seop Cheong, Sungjin Park, Yong-Hwa Data Brief Data Article Permanent magnet synchronous motors (PMSM) are widely used in industry applications such as home appliances, manufacturing process, high-speed trains, and electric vehicles. Unexpected faults of PMSM are directly related to the significant losses in the engineered systems. The majority of motor faults are bearing fault (mechanical) and stator fault (electrical). This article reports vibration and driving current dataset of three-phase PMSM with three different motor powers under eight different severities of stator fault. PMSM conditions including normal, inter-coil short circuit fault, and inter-turn short circuit fault in three motors are demonstrated with different powers of 1.0 kW, 1.5 kW and 3.0 kW, respectively. The PMSMs are operated under the same torque load condition and rotating speed. Dataset is acquired using one integrated electronics piezo-electric (IEPE) based accelerometer and three current transformers (CT) with National Instruments (NI) data acquisition (DAQ) board under international organization for standardization standard (ISO 10816-1:1995). Established dataset can be used to verify newly developed state-of-the-art methods for PMSM stator fault diagnosis. Mendeley Data. DOI: 10.17632/rgn5brrgrn.5 Elsevier 2023-02-06 /pmc/articles/PMC9957734/ /pubmed/36852000 http://dx.doi.org/10.1016/j.dib.2023.108952 Text en © 2023 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 Jung, Wonho Yun, Sung-Hyun Lim, Yoon-Seop Cheong, Sungjin Park, Yong-Hwa Vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults |
title | Vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults |
title_full | Vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults |
title_fullStr | Vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults |
title_full_unstemmed | Vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults |
title_short | Vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults |
title_sort | vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9957734/ https://www.ncbi.nlm.nih.gov/pubmed/36852000 http://dx.doi.org/10.1016/j.dib.2023.108952 |
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