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An IoT-Based System for Monitoring the Health of Guyed Towers in Overhead Power Lines

The collapse of overhead power line guyed towers is one of the leading causes of power grid failures, subjecting electricity companies to pay considerable, high-value fines. In this way, the current work proposes a novel and complete framework for the remote monitoring of mechanical stresses in guye...

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Detalles Bibliográficos
Autores principales: Ferreira Dias, Claudio, de Oliveira, Juliane Regina, de Mendonça, Lucas D., de Almeida, Larissa M., de Lima, Eduardo R., Wanner, Lucas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469143/
https://www.ncbi.nlm.nih.gov/pubmed/34577379
http://dx.doi.org/10.3390/s21186173
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author Ferreira Dias, Claudio
de Oliveira, Juliane Regina
de Mendonça, Lucas D.
de Almeida, Larissa M.
de Lima, Eduardo R.
Wanner, Lucas
author_facet Ferreira Dias, Claudio
de Oliveira, Juliane Regina
de Mendonça, Lucas D.
de Almeida, Larissa M.
de Lima, Eduardo R.
Wanner, Lucas
author_sort Ferreira Dias, Claudio
collection PubMed
description The collapse of overhead power line guyed towers is one of the leading causes of power grid failures, subjecting electricity companies to pay considerable, high-value fines. In this way, the current work proposes a novel and complete framework for the remote monitoring of mechanical stresses in guyed towers. The framework method comprises a mesh network for data forwarding and neural networks to improve the performance of Low-Power and Lossy Networks. The method also considers the use of multiple sensors in the sensor fusion technique. As a result, the risk of collapse of guyed cable towers reduces, due to the remote monitoring and preventive actions promoted by the framework. Furthermore, the proposed method uses multiple input variable fusions, such as accelerometers and tension sensors, to estimate the tower’s displacement. These estimations help address the structural health of the tower against failures (i.e., loosening of the stay cables, displacement, and vibrations) that can cause catastrophic events, such as tower collapse or even cable rupture.
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spelling pubmed-84691432021-09-27 An IoT-Based System for Monitoring the Health of Guyed Towers in Overhead Power Lines Ferreira Dias, Claudio de Oliveira, Juliane Regina de Mendonça, Lucas D. de Almeida, Larissa M. de Lima, Eduardo R. Wanner, Lucas Sensors (Basel) Article The collapse of overhead power line guyed towers is one of the leading causes of power grid failures, subjecting electricity companies to pay considerable, high-value fines. In this way, the current work proposes a novel and complete framework for the remote monitoring of mechanical stresses in guyed towers. The framework method comprises a mesh network for data forwarding and neural networks to improve the performance of Low-Power and Lossy Networks. The method also considers the use of multiple sensors in the sensor fusion technique. As a result, the risk of collapse of guyed cable towers reduces, due to the remote monitoring and preventive actions promoted by the framework. Furthermore, the proposed method uses multiple input variable fusions, such as accelerometers and tension sensors, to estimate the tower’s displacement. These estimations help address the structural health of the tower against failures (i.e., loosening of the stay cables, displacement, and vibrations) that can cause catastrophic events, such as tower collapse or even cable rupture. MDPI 2021-09-15 /pmc/articles/PMC8469143/ /pubmed/34577379 http://dx.doi.org/10.3390/s21186173 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
Ferreira Dias, Claudio
de Oliveira, Juliane Regina
de Mendonça, Lucas D.
de Almeida, Larissa M.
de Lima, Eduardo R.
Wanner, Lucas
An IoT-Based System for Monitoring the Health of Guyed Towers in Overhead Power Lines
title An IoT-Based System for Monitoring the Health of Guyed Towers in Overhead Power Lines
title_full An IoT-Based System for Monitoring the Health of Guyed Towers in Overhead Power Lines
title_fullStr An IoT-Based System for Monitoring the Health of Guyed Towers in Overhead Power Lines
title_full_unstemmed An IoT-Based System for Monitoring the Health of Guyed Towers in Overhead Power Lines
title_short An IoT-Based System for Monitoring the Health of Guyed Towers in Overhead Power Lines
title_sort iot-based system for monitoring the health of guyed towers in overhead power lines
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469143/
https://www.ncbi.nlm.nih.gov/pubmed/34577379
http://dx.doi.org/10.3390/s21186173
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