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Mechanical Fault Diagnostic in PMSM from Only One Current Measurement: A Tacholess Order Tracking Approach

This article presents a mechanical fault diagnosis methodology in synchronous machines using only a single current measurement in variable speed conditions. The proposed methodology uses order tracking in order to sample the analysis signal as a function of the rotor angle. The spectrum of the signa...

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Autores principales: Allouche, Abdallah, Etien, Erik, Rambault, Laurent, Doget, Thierry, Cauet, Sebastien, Sakout, Anas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506800/
https://www.ncbi.nlm.nih.gov/pubmed/32899369
http://dx.doi.org/10.3390/s20175011
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author Allouche, Abdallah
Etien, Erik
Rambault, Laurent
Doget, Thierry
Cauet, Sebastien
Sakout, Anas
author_facet Allouche, Abdallah
Etien, Erik
Rambault, Laurent
Doget, Thierry
Cauet, Sebastien
Sakout, Anas
author_sort Allouche, Abdallah
collection PubMed
description This article presents a mechanical fault diagnosis methodology in synchronous machines using only a single current measurement in variable speed conditions. The proposed methodology uses order tracking in order to sample the analysis signal as a function of the rotor angle. The spectrum of the signal is then independent of speed and it could be employed in frequency analysis. Order tracking is usually applied using rotor position measurement. In this work, the proposed method uses one current measurement to estimate the position as well as the analysis signal (rotation speed). Furthermore, a statistical approach is used to create a complete diagnosis protocol. At variable speed and with only one current measurement the diagnosis is challenging. However, order tracking will allow simpler analysis. The method is proved in simulations and experimental set-up.
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spelling pubmed-75068002020-09-26 Mechanical Fault Diagnostic in PMSM from Only One Current Measurement: A Tacholess Order Tracking Approach Allouche, Abdallah Etien, Erik Rambault, Laurent Doget, Thierry Cauet, Sebastien Sakout, Anas Sensors (Basel) Letter This article presents a mechanical fault diagnosis methodology in synchronous machines using only a single current measurement in variable speed conditions. The proposed methodology uses order tracking in order to sample the analysis signal as a function of the rotor angle. The spectrum of the signal is then independent of speed and it could be employed in frequency analysis. Order tracking is usually applied using rotor position measurement. In this work, the proposed method uses one current measurement to estimate the position as well as the analysis signal (rotation speed). Furthermore, a statistical approach is used to create a complete diagnosis protocol. At variable speed and with only one current measurement the diagnosis is challenging. However, order tracking will allow simpler analysis. The method is proved in simulations and experimental set-up. MDPI 2020-09-03 /pmc/articles/PMC7506800/ /pubmed/32899369 http://dx.doi.org/10.3390/s20175011 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Letter
Allouche, Abdallah
Etien, Erik
Rambault, Laurent
Doget, Thierry
Cauet, Sebastien
Sakout, Anas
Mechanical Fault Diagnostic in PMSM from Only One Current Measurement: A Tacholess Order Tracking Approach
title Mechanical Fault Diagnostic in PMSM from Only One Current Measurement: A Tacholess Order Tracking Approach
title_full Mechanical Fault Diagnostic in PMSM from Only One Current Measurement: A Tacholess Order Tracking Approach
title_fullStr Mechanical Fault Diagnostic in PMSM from Only One Current Measurement: A Tacholess Order Tracking Approach
title_full_unstemmed Mechanical Fault Diagnostic in PMSM from Only One Current Measurement: A Tacholess Order Tracking Approach
title_short Mechanical Fault Diagnostic in PMSM from Only One Current Measurement: A Tacholess Order Tracking Approach
title_sort mechanical fault diagnostic in pmsm from only one current measurement: a tacholess order tracking approach
topic Letter
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506800/
https://www.ncbi.nlm.nih.gov/pubmed/32899369
http://dx.doi.org/10.3390/s20175011
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