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Virtual Fence System Based on IoT Paradigm to Prevent Occupational Accidents in the Construction Sector

Many occupational accidents in construction sites are caused by the intrusion of a worker into a hazardous area. Technological solutions based on RFID, BIM, or UWB can reduce accidents, but they still have some limitations.The aim of the current paper is to design and evaluate a new system of “virtu...

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Autores principales: Rey-Merchán, María del Carmen, Gómez-de-Gabriel, Jesús M., López-Arquillos, Antonio, Fernández-Madrigal, Juan A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8297201/
https://www.ncbi.nlm.nih.gov/pubmed/34202241
http://dx.doi.org/10.3390/ijerph18136839
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author Rey-Merchán, María del Carmen
Gómez-de-Gabriel, Jesús M.
López-Arquillos, Antonio
Fernández-Madrigal, Juan A.
author_facet Rey-Merchán, María del Carmen
Gómez-de-Gabriel, Jesús M.
López-Arquillos, Antonio
Fernández-Madrigal, Juan A.
author_sort Rey-Merchán, María del Carmen
collection PubMed
description Many occupational accidents in construction sites are caused by the intrusion of a worker into a hazardous area. Technological solutions based on RFID, BIM, or UWB can reduce accidents, but they still have some limitations.The aim of the current paper is to design and evaluate a new system of “virtual fences” based on Bluetooth Low-Energy (BLE) to avoid intrusions. First of all, the system was designed using a number of beacons, a Bayesian filter, a finite state machine, and an indicator. Secondly, its safety attributes were evaluated based on a scientific questionnaire by an expert panel following the staticized groups’ methodology. Results showed that the proposal is inexpensive and easy to integrate and configure. The selected experts evaluated positively all the attributes of the system, and provided valuable insights for further improvements. From the experts’ discussions, we concluded that successful adoption of this “virtual fence” system based on BLE beacons should consider the influence of factors such as cost savings, top management support, social acceptance, and compatibility and integration with existing systems, procedures, and company culture. In addition, legislation updates according to technical advances would help with successful adoption of any new safety system.
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spelling pubmed-82972012021-07-23 Virtual Fence System Based on IoT Paradigm to Prevent Occupational Accidents in the Construction Sector Rey-Merchán, María del Carmen Gómez-de-Gabriel, Jesús M. López-Arquillos, Antonio Fernández-Madrigal, Juan A. Int J Environ Res Public Health Article Many occupational accidents in construction sites are caused by the intrusion of a worker into a hazardous area. Technological solutions based on RFID, BIM, or UWB can reduce accidents, but they still have some limitations.The aim of the current paper is to design and evaluate a new system of “virtual fences” based on Bluetooth Low-Energy (BLE) to avoid intrusions. First of all, the system was designed using a number of beacons, a Bayesian filter, a finite state machine, and an indicator. Secondly, its safety attributes were evaluated based on a scientific questionnaire by an expert panel following the staticized groups’ methodology. Results showed that the proposal is inexpensive and easy to integrate and configure. The selected experts evaluated positively all the attributes of the system, and provided valuable insights for further improvements. From the experts’ discussions, we concluded that successful adoption of this “virtual fence” system based on BLE beacons should consider the influence of factors such as cost savings, top management support, social acceptance, and compatibility and integration with existing systems, procedures, and company culture. In addition, legislation updates according to technical advances would help with successful adoption of any new safety system. MDPI 2021-06-25 /pmc/articles/PMC8297201/ /pubmed/34202241 http://dx.doi.org/10.3390/ijerph18136839 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
Rey-Merchán, María del Carmen
Gómez-de-Gabriel, Jesús M.
López-Arquillos, Antonio
Fernández-Madrigal, Juan A.
Virtual Fence System Based on IoT Paradigm to Prevent Occupational Accidents in the Construction Sector
title Virtual Fence System Based on IoT Paradigm to Prevent Occupational Accidents in the Construction Sector
title_full Virtual Fence System Based on IoT Paradigm to Prevent Occupational Accidents in the Construction Sector
title_fullStr Virtual Fence System Based on IoT Paradigm to Prevent Occupational Accidents in the Construction Sector
title_full_unstemmed Virtual Fence System Based on IoT Paradigm to Prevent Occupational Accidents in the Construction Sector
title_short Virtual Fence System Based on IoT Paradigm to Prevent Occupational Accidents in the Construction Sector
title_sort virtual fence system based on iot paradigm to prevent occupational accidents in the construction sector
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8297201/
https://www.ncbi.nlm.nih.gov/pubmed/34202241
http://dx.doi.org/10.3390/ijerph18136839
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