Cargando…

A LoRaWAN Multi-Technological Architecture for Construction Site Monitoring

It is necessary to ensure safety in terms of health and accidents through the real-time monitoring of the construction site environment and workers. This problem has become of great importance due to the economic and social implications. Therefore, a sensor-based approach has been found to be benefi...

Descripción completa

Detalles Bibliográficos
Autores principales: Ragnoli, Mattia, Colaiuda, Davide, Leoni, Alfiero, Ferri, Giuseppe, Barile, Gianluca, Rotilio, Marianna, Laurini, Eleonora, De Berardinis, Pierluigi, Stornelli, Vincenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9696629/
https://www.ncbi.nlm.nih.gov/pubmed/36433281
http://dx.doi.org/10.3390/s22228685
_version_ 1784838357707128832
author Ragnoli, Mattia
Colaiuda, Davide
Leoni, Alfiero
Ferri, Giuseppe
Barile, Gianluca
Rotilio, Marianna
Laurini, Eleonora
De Berardinis, Pierluigi
Stornelli, Vincenzo
author_facet Ragnoli, Mattia
Colaiuda, Davide
Leoni, Alfiero
Ferri, Giuseppe
Barile, Gianluca
Rotilio, Marianna
Laurini, Eleonora
De Berardinis, Pierluigi
Stornelli, Vincenzo
author_sort Ragnoli, Mattia
collection PubMed
description It is necessary to ensure safety in terms of health and accidents through the real-time monitoring of the construction site environment and workers. This problem has become of great importance due to the economic and social implications. Therefore, a sensor-based approach has been found to be beneficial in Building Information Modeling (BIM). Wireless Sensor Network (WSN) technologies are well-suited for the deployment of monitoring systems. A suitable technical solution for node communication in a WSN is Long Range (LoRa) modulation technology. In this study, an autonomous LoRa-based system for the monitoring of a construction site in Lungro, Calabria, Italy, is presented. The spatial monitoring of working personnel is achieved by employing a tracker device with an Inertial Measurement Unit (IMU) and a Global Positioning System (GPS) device. Accesses of personnel and gear to the site are registered using Radio Frequency Identification (RFID) tags equipped with protective gear. Fixed-position solar-powered sensor nodes are also employed for structural monitoring, i.e., movement sensors are used to monitor the variation of scaffolding, building structures, and under-work housing inclinations. Long Range Wide Area Network (LoRaWAN) gateways interface with the nodes and the internet for data exchange, enabling an Internet of Things (IoT) paradigm for the monitoring solution. A comprehensive overview of the workers and structural nodes, along with the RFID access management system and LoRaWAN gateway features, is provided in this article. A description of the web interface is also reported.
format Online
Article
Text
id pubmed-9696629
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-96966292022-11-26 A LoRaWAN Multi-Technological Architecture for Construction Site Monitoring Ragnoli, Mattia Colaiuda, Davide Leoni, Alfiero Ferri, Giuseppe Barile, Gianluca Rotilio, Marianna Laurini, Eleonora De Berardinis, Pierluigi Stornelli, Vincenzo Sensors (Basel) Article It is necessary to ensure safety in terms of health and accidents through the real-time monitoring of the construction site environment and workers. This problem has become of great importance due to the economic and social implications. Therefore, a sensor-based approach has been found to be beneficial in Building Information Modeling (BIM). Wireless Sensor Network (WSN) technologies are well-suited for the deployment of monitoring systems. A suitable technical solution for node communication in a WSN is Long Range (LoRa) modulation technology. In this study, an autonomous LoRa-based system for the monitoring of a construction site in Lungro, Calabria, Italy, is presented. The spatial monitoring of working personnel is achieved by employing a tracker device with an Inertial Measurement Unit (IMU) and a Global Positioning System (GPS) device. Accesses of personnel and gear to the site are registered using Radio Frequency Identification (RFID) tags equipped with protective gear. Fixed-position solar-powered sensor nodes are also employed for structural monitoring, i.e., movement sensors are used to monitor the variation of scaffolding, building structures, and under-work housing inclinations. Long Range Wide Area Network (LoRaWAN) gateways interface with the nodes and the internet for data exchange, enabling an Internet of Things (IoT) paradigm for the monitoring solution. A comprehensive overview of the workers and structural nodes, along with the RFID access management system and LoRaWAN gateway features, is provided in this article. A description of the web interface is also reported. MDPI 2022-11-10 /pmc/articles/PMC9696629/ /pubmed/36433281 http://dx.doi.org/10.3390/s22228685 Text en © 2022 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
Ragnoli, Mattia
Colaiuda, Davide
Leoni, Alfiero
Ferri, Giuseppe
Barile, Gianluca
Rotilio, Marianna
Laurini, Eleonora
De Berardinis, Pierluigi
Stornelli, Vincenzo
A LoRaWAN Multi-Technological Architecture for Construction Site Monitoring
title A LoRaWAN Multi-Technological Architecture for Construction Site Monitoring
title_full A LoRaWAN Multi-Technological Architecture for Construction Site Monitoring
title_fullStr A LoRaWAN Multi-Technological Architecture for Construction Site Monitoring
title_full_unstemmed A LoRaWAN Multi-Technological Architecture for Construction Site Monitoring
title_short A LoRaWAN Multi-Technological Architecture for Construction Site Monitoring
title_sort lorawan multi-technological architecture for construction site monitoring
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9696629/
https://www.ncbi.nlm.nih.gov/pubmed/36433281
http://dx.doi.org/10.3390/s22228685
work_keys_str_mv AT ragnolimattia alorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT colaiudadavide alorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT leonialfiero alorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT ferrigiuseppe alorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT barilegianluca alorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT rotiliomarianna alorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT laurinieleonora alorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT deberardinispierluigi alorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT stornellivincenzo alorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT ragnolimattia lorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT colaiudadavide lorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT leonialfiero lorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT ferrigiuseppe lorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT barilegianluca lorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT rotiliomarianna lorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT laurinieleonora lorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT deberardinispierluigi lorawanmultitechnologicalarchitectureforconstructionsitemonitoring
AT stornellivincenzo lorawanmultitechnologicalarchitectureforconstructionsitemonitoring