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Development of an IoT-Based Construction Worker Physiological Data Monitoring Platform at High Temperatures

This study presents an IoT-based construction worker physiological data monitoring platform using an off-the-shelf wearable smart band. The developed platform is designed for construction workers performing under high temperatures, and the platform is composed of two parts: an overall heat assessmen...

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Autores principales: Kim, Jung Hoon, Jo, Byung Wan, Jo, Jun Ho, Kim, Do Keun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582578/
https://www.ncbi.nlm.nih.gov/pubmed/33027999
http://dx.doi.org/10.3390/s20195682
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author Kim, Jung Hoon
Jo, Byung Wan
Jo, Jun Ho
Kim, Do Keun
author_facet Kim, Jung Hoon
Jo, Byung Wan
Jo, Jun Ho
Kim, Do Keun
author_sort Kim, Jung Hoon
collection PubMed
description This study presents an IoT-based construction worker physiological data monitoring platform using an off-the-shelf wearable smart band. The developed platform is designed for construction workers performing under high temperatures, and the platform is composed of two parts: an overall heat assessment (OHS) and a personal management system (PMS). OHS manages the breaktimes for groups of workers based using a thermal comfort index (TCI), as provided by the Korea Meteorological Administration (KMA), while PMS assesses the individual health risk level based on fuzzy theory using data acquired from a commercially available smart band. The device contains three sensors (PPG, Acc, and skin temperature), two modules (LoRa and GPS), and a power supply, which are embedded into a microcontroller (MCU). Thus, approved personnel can monitor the status as well as the current position of a construction worker via a PC or smartphone, and can make necessary decisions remotely. The platform was tested in both indoor and outdoor environment for reliability, achieved less than 1% of error, and received satisfactory feedback from on-site users.
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spelling pubmed-75825782020-10-28 Development of an IoT-Based Construction Worker Physiological Data Monitoring Platform at High Temperatures Kim, Jung Hoon Jo, Byung Wan Jo, Jun Ho Kim, Do Keun Sensors (Basel) Article This study presents an IoT-based construction worker physiological data monitoring platform using an off-the-shelf wearable smart band. The developed platform is designed for construction workers performing under high temperatures, and the platform is composed of two parts: an overall heat assessment (OHS) and a personal management system (PMS). OHS manages the breaktimes for groups of workers based using a thermal comfort index (TCI), as provided by the Korea Meteorological Administration (KMA), while PMS assesses the individual health risk level based on fuzzy theory using data acquired from a commercially available smart band. The device contains three sensors (PPG, Acc, and skin temperature), two modules (LoRa and GPS), and a power supply, which are embedded into a microcontroller (MCU). Thus, approved personnel can monitor the status as well as the current position of a construction worker via a PC or smartphone, and can make necessary decisions remotely. The platform was tested in both indoor and outdoor environment for reliability, achieved less than 1% of error, and received satisfactory feedback from on-site users. MDPI 2020-10-05 /pmc/articles/PMC7582578/ /pubmed/33027999 http://dx.doi.org/10.3390/s20195682 Text en © 2020 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 Article
Kim, Jung Hoon
Jo, Byung Wan
Jo, Jun Ho
Kim, Do Keun
Development of an IoT-Based Construction Worker Physiological Data Monitoring Platform at High Temperatures
title Development of an IoT-Based Construction Worker Physiological Data Monitoring Platform at High Temperatures
title_full Development of an IoT-Based Construction Worker Physiological Data Monitoring Platform at High Temperatures
title_fullStr Development of an IoT-Based Construction Worker Physiological Data Monitoring Platform at High Temperatures
title_full_unstemmed Development of an IoT-Based Construction Worker Physiological Data Monitoring Platform at High Temperatures
title_short Development of an IoT-Based Construction Worker Physiological Data Monitoring Platform at High Temperatures
title_sort development of an iot-based construction worker physiological data monitoring platform at high temperatures
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582578/
https://www.ncbi.nlm.nih.gov/pubmed/33027999
http://dx.doi.org/10.3390/s20195682
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