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A Low-Cost Non-Intrusive Method for In-Field Motor Speed Measurement Based on a Smartphone
Induction motors are broadly used as drivers of a large variety of industrial equipment. A proper measurement of the motor rotation speed is essential to monitor the performance of most industrial drives. As an example, the measurement of rotor speed is a simple and broadly used industrial method to...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271583/ https://www.ncbi.nlm.nih.gov/pubmed/34202564 http://dx.doi.org/10.3390/s21134317 |
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author | Paramo-Balsa, Paula Roldan-Fernandez, Juan Manuel Burgos-Payan, Manuel Riquelme-Santos, Jesus Manuel |
author_facet | Paramo-Balsa, Paula Roldan-Fernandez, Juan Manuel Burgos-Payan, Manuel Riquelme-Santos, Jesus Manuel |
author_sort | Paramo-Balsa, Paula |
collection | PubMed |
description | Induction motors are broadly used as drivers of a large variety of industrial equipment. A proper measurement of the motor rotation speed is essential to monitor the performance of most industrial drives. As an example, the measurement of rotor speed is a simple and broadly used industrial method to estimate the motor’s efficiency or mechanical load. In this work, a new low-cost non-intrusive method for in-field motor speed measurement, based on the spectral analysis of the motor audible noise, is proposed. The motor noise is acquired using a smartphone and processed by a MATLAB-based routine, which determines the rotation speed by identifying the rotor shaft mechanical frequency from the harmonic spectrum of the noise signal. This work intends to test the hypothesis that the emitted motor noise, like mechanical vibrations, contains a frequency component due to the rotation speed which, to the authors’ knowledge, has thus far been disregarded for the purpose of speed measurement. The experimental results of a variety of tests, from no load to full load, including the use of a frequency converter, found that relative errors on the speed estimation were always lower than 0.151%. These findings proved the versatility, robustness, and accuracy of the proposed method. |
format | Online Article Text |
id | pubmed-8271583 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-82715832021-07-11 A Low-Cost Non-Intrusive Method for In-Field Motor Speed Measurement Based on a Smartphone Paramo-Balsa, Paula Roldan-Fernandez, Juan Manuel Burgos-Payan, Manuel Riquelme-Santos, Jesus Manuel Sensors (Basel) Article Induction motors are broadly used as drivers of a large variety of industrial equipment. A proper measurement of the motor rotation speed is essential to monitor the performance of most industrial drives. As an example, the measurement of rotor speed is a simple and broadly used industrial method to estimate the motor’s efficiency or mechanical load. In this work, a new low-cost non-intrusive method for in-field motor speed measurement, based on the spectral analysis of the motor audible noise, is proposed. The motor noise is acquired using a smartphone and processed by a MATLAB-based routine, which determines the rotation speed by identifying the rotor shaft mechanical frequency from the harmonic spectrum of the noise signal. This work intends to test the hypothesis that the emitted motor noise, like mechanical vibrations, contains a frequency component due to the rotation speed which, to the authors’ knowledge, has thus far been disregarded for the purpose of speed measurement. The experimental results of a variety of tests, from no load to full load, including the use of a frequency converter, found that relative errors on the speed estimation were always lower than 0.151%. These findings proved the versatility, robustness, and accuracy of the proposed method. MDPI 2021-06-24 /pmc/articles/PMC8271583/ /pubmed/34202564 http://dx.doi.org/10.3390/s21134317 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Paramo-Balsa, Paula Roldan-Fernandez, Juan Manuel Burgos-Payan, Manuel Riquelme-Santos, Jesus Manuel A Low-Cost Non-Intrusive Method for In-Field Motor Speed Measurement Based on a Smartphone |
title | A Low-Cost Non-Intrusive Method for In-Field Motor Speed Measurement Based on a Smartphone |
title_full | A Low-Cost Non-Intrusive Method for In-Field Motor Speed Measurement Based on a Smartphone |
title_fullStr | A Low-Cost Non-Intrusive Method for In-Field Motor Speed Measurement Based on a Smartphone |
title_full_unstemmed | A Low-Cost Non-Intrusive Method for In-Field Motor Speed Measurement Based on a Smartphone |
title_short | A Low-Cost Non-Intrusive Method for In-Field Motor Speed Measurement Based on a Smartphone |
title_sort | low-cost non-intrusive method for in-field motor speed measurement based on a smartphone |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271583/ https://www.ncbi.nlm.nih.gov/pubmed/34202564 http://dx.doi.org/10.3390/s21134317 |
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