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Low-Cost, High-Frequency, Data Acquisition System for Condition Monitoring of Rotating Machinery through Vibration Analysis-Case Study

Data acquisition is a crucial stage in the execution of condition monitoring (CM) of rotating machinery, by means of vibration analysis. However, the major challenge in the execution of this technique lies in the features of the recording equipment (accuracy, resolution, sampling frequency and numbe...

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Autores principales: Soto-Ocampo, César Ricardo, Mera, José Manuel, Cano-Moreno, Juan David, Garcia-Bernardo, José Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7348977/
https://www.ncbi.nlm.nih.gov/pubmed/32575775
http://dx.doi.org/10.3390/s20123493
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author Soto-Ocampo, César Ricardo
Mera, José Manuel
Cano-Moreno, Juan David
Garcia-Bernardo, José Luis
author_facet Soto-Ocampo, César Ricardo
Mera, José Manuel
Cano-Moreno, Juan David
Garcia-Bernardo, José Luis
author_sort Soto-Ocampo, César Ricardo
collection PubMed
description Data acquisition is a crucial stage in the execution of condition monitoring (CM) of rotating machinery, by means of vibration analysis. However, the major challenge in the execution of this technique lies in the features of the recording equipment (accuracy, resolution, sampling frequency and number of channels) and the cost they represent. The present work proposes a low-cost data acquisition system, based on Raspberry-Pi, with a high sampling frequency capacity in the recording of up to three channels. To demonstrate the effectiveness of the proposed data acquisition system, a case study is presented in which the vibrations registered in a bearing are analyzed for four degrees of failure.
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spelling pubmed-73489772020-07-22 Low-Cost, High-Frequency, Data Acquisition System for Condition Monitoring of Rotating Machinery through Vibration Analysis-Case Study Soto-Ocampo, César Ricardo Mera, José Manuel Cano-Moreno, Juan David Garcia-Bernardo, José Luis Sensors (Basel) Article Data acquisition is a crucial stage in the execution of condition monitoring (CM) of rotating machinery, by means of vibration analysis. However, the major challenge in the execution of this technique lies in the features of the recording equipment (accuracy, resolution, sampling frequency and number of channels) and the cost they represent. The present work proposes a low-cost data acquisition system, based on Raspberry-Pi, with a high sampling frequency capacity in the recording of up to three channels. To demonstrate the effectiveness of the proposed data acquisition system, a case study is presented in which the vibrations registered in a bearing are analyzed for four degrees of failure. MDPI 2020-06-20 /pmc/articles/PMC7348977/ /pubmed/32575775 http://dx.doi.org/10.3390/s20123493 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 Article
Soto-Ocampo, César Ricardo
Mera, José Manuel
Cano-Moreno, Juan David
Garcia-Bernardo, José Luis
Low-Cost, High-Frequency, Data Acquisition System for Condition Monitoring of Rotating Machinery through Vibration Analysis-Case Study
title Low-Cost, High-Frequency, Data Acquisition System for Condition Monitoring of Rotating Machinery through Vibration Analysis-Case Study
title_full Low-Cost, High-Frequency, Data Acquisition System for Condition Monitoring of Rotating Machinery through Vibration Analysis-Case Study
title_fullStr Low-Cost, High-Frequency, Data Acquisition System for Condition Monitoring of Rotating Machinery through Vibration Analysis-Case Study
title_full_unstemmed Low-Cost, High-Frequency, Data Acquisition System for Condition Monitoring of Rotating Machinery through Vibration Analysis-Case Study
title_short Low-Cost, High-Frequency, Data Acquisition System for Condition Monitoring of Rotating Machinery through Vibration Analysis-Case Study
title_sort low-cost, high-frequency, data acquisition system for condition monitoring of rotating machinery through vibration analysis-case study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7348977/
https://www.ncbi.nlm.nih.gov/pubmed/32575775
http://dx.doi.org/10.3390/s20123493
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