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Preliminary Investigation on Systems for the Preventive Diagnosis of Faults on Agricultural Operating Machines

This paper aims to investigate failures induced by vibrations on machines, focusing on agricultural ones. The research on literature has brought to light a considerable amount of data on the driven vehicles and not much on the operating machines, including the ones that we looked for. For this reaso...

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Autores principales: Cecchini, Massimo, Piccioni, Francesca, Ferri, Serena, Coltrinari, Gianluca, Bianchini, Leonardo, Colantoni, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7927062/
https://www.ncbi.nlm.nih.gov/pubmed/33672222
http://dx.doi.org/10.3390/s21041547
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author Cecchini, Massimo
Piccioni, Francesca
Ferri, Serena
Coltrinari, Gianluca
Bianchini, Leonardo
Colantoni, Andrea
author_facet Cecchini, Massimo
Piccioni, Francesca
Ferri, Serena
Coltrinari, Gianluca
Bianchini, Leonardo
Colantoni, Andrea
author_sort Cecchini, Massimo
collection PubMed
description This paper aims to investigate failures induced by vibrations on machines, focusing on agricultural ones. The research on literature has brought to light a considerable amount of data on the driven vehicles and not much on the operating machines, including the ones that we looked for. For this reason, it was decided to direct a survey with the people who work with agricultural machinery every day: operators, sub-contractors, and producers. They were asked about the most frequent breakage, particularly in relation to the rotary harrow, the topic of this work. The questionnaire results showed the types of failures the harrow is most vulnerable to, indicating the times of failure and reparation and the need to set up a potentially useful preventive maintenance supporting system on these machines. Part of the work was then focused on the proposition of a method to investigate bearing failures in the rotary harrow, considering that these have been analyzed in the technical literature and in the survey as the most at-risk components. The proposed method in this work serves as a beginning for the development of a future on board sent-shore-based maintenance system for continuous monitoring of the bearing.
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spelling pubmed-79270622021-03-04 Preliminary Investigation on Systems for the Preventive Diagnosis of Faults on Agricultural Operating Machines Cecchini, Massimo Piccioni, Francesca Ferri, Serena Coltrinari, Gianluca Bianchini, Leonardo Colantoni, Andrea Sensors (Basel) Communication This paper aims to investigate failures induced by vibrations on machines, focusing on agricultural ones. The research on literature has brought to light a considerable amount of data on the driven vehicles and not much on the operating machines, including the ones that we looked for. For this reason, it was decided to direct a survey with the people who work with agricultural machinery every day: operators, sub-contractors, and producers. They were asked about the most frequent breakage, particularly in relation to the rotary harrow, the topic of this work. The questionnaire results showed the types of failures the harrow is most vulnerable to, indicating the times of failure and reparation and the need to set up a potentially useful preventive maintenance supporting system on these machines. Part of the work was then focused on the proposition of a method to investigate bearing failures in the rotary harrow, considering that these have been analyzed in the technical literature and in the survey as the most at-risk components. The proposed method in this work serves as a beginning for the development of a future on board sent-shore-based maintenance system for continuous monitoring of the bearing. MDPI 2021-02-23 /pmc/articles/PMC7927062/ /pubmed/33672222 http://dx.doi.org/10.3390/s21041547 Text en © 2021 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 Communication
Cecchini, Massimo
Piccioni, Francesca
Ferri, Serena
Coltrinari, Gianluca
Bianchini, Leonardo
Colantoni, Andrea
Preliminary Investigation on Systems for the Preventive Diagnosis of Faults on Agricultural Operating Machines
title Preliminary Investigation on Systems for the Preventive Diagnosis of Faults on Agricultural Operating Machines
title_full Preliminary Investigation on Systems for the Preventive Diagnosis of Faults on Agricultural Operating Machines
title_fullStr Preliminary Investigation on Systems for the Preventive Diagnosis of Faults on Agricultural Operating Machines
title_full_unstemmed Preliminary Investigation on Systems for the Preventive Diagnosis of Faults on Agricultural Operating Machines
title_short Preliminary Investigation on Systems for the Preventive Diagnosis of Faults on Agricultural Operating Machines
title_sort preliminary investigation on systems for the preventive diagnosis of faults on agricultural operating machines
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7927062/
https://www.ncbi.nlm.nih.gov/pubmed/33672222
http://dx.doi.org/10.3390/s21041547
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