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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...
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/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. |
format | Online Article Text |
id | pubmed-8469143 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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