Development of IoT-Based Particulate Matter Monitoring System for Construction Sites

Particulate matters (PMs) generated on construction sites can pose serious health risks to field workers and residents living near construction sites. PMs are generated in a wide range of locations; therefore, they must be managed in real time at various locations within construction sites for pract...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Hyunsik Kim, Sungho Tae, Pengfei Zheng, Geonuk Kang, Hanseung Lee
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	construction site dust particulate matter IoT monitor Medicine R
Acceso en línea:	https://doaj.org/article/73b0e78b8a7941a3b895a122785d64bf
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:73b0e78b8a7941a3b895a122785d64bf
record_format	dspace
spelling	oai:doaj.org-article:73b0e78b8a7941a3b895a122785d64bf2021-11-11T16:37:55ZDevelopment of IoT-Based Particulate Matter Monitoring System for Construction Sites10.3390/ijerph1821115101660-46011661-7827https://doaj.org/article/73b0e78b8a7941a3b895a122785d64bf2021-11-01T00:00:00Zhttps://www.mdpi.com/1660-4601/18/21/11510https://doaj.org/toc/1661-7827https://doaj.org/toc/1660-4601Particulate matters (PMs) generated on construction sites can pose serious health risks to field workers and residents living near construction sites. PMs are generated in a wide range of locations; therefore, they must be managed in real time at various locations within construction sites for practical management of the PMs. However, no such systems exist currently. Therefore, this study aims to develop a system that can manage PMs in real time at multiple locations in a construction site using the Internet of Things technology. Accordingly, measuring instrument, network, and program services were developed as system components, while considering the characteristics of construction sites, and the construction site PM monitoring system was developed by integrating these components. Finally, performance certification and field application tests were performed to verify the developed system. The construction site PM monitoring system (CPMS) achieved grade 1 for reproducibility, relative precision, and data acquisition rate, and grade 2 for accuracy and coefficient of determination. Thus, it received a performance certification of grade 2, in total. In particular, regarding accuracy, which is a shortcoming of the light-scattering method and represents the accuracy of measurements, the CPMS was found to have an accuracy of 74.2%.Hyunsik KimSungho TaePengfei ZhengGeonuk KangHanseung LeeMDPI AGarticleconstruction sitedustparticulate matterIoTmonitorMedicineRENInternational Journal of Environmental Research and Public Health, Vol 18, Iss 11510, p 11510 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	construction site dust particulate matter IoT monitor Medicine R
spellingShingle	construction site dust particulate matter IoT monitor Medicine R Hyunsik Kim Sungho Tae Pengfei Zheng Geonuk Kang Hanseung Lee Development of IoT-Based Particulate Matter Monitoring System for Construction Sites
description	Particulate matters (PMs) generated on construction sites can pose serious health risks to field workers and residents living near construction sites. PMs are generated in a wide range of locations; therefore, they must be managed in real time at various locations within construction sites for practical management of the PMs. However, no such systems exist currently. Therefore, this study aims to develop a system that can manage PMs in real time at multiple locations in a construction site using the Internet of Things technology. Accordingly, measuring instrument, network, and program services were developed as system components, while considering the characteristics of construction sites, and the construction site PM monitoring system was developed by integrating these components. Finally, performance certification and field application tests were performed to verify the developed system. The construction site PM monitoring system (CPMS) achieved grade 1 for reproducibility, relative precision, and data acquisition rate, and grade 2 for accuracy and coefficient of determination. Thus, it received a performance certification of grade 2, in total. In particular, regarding accuracy, which is a shortcoming of the light-scattering method and represents the accuracy of measurements, the CPMS was found to have an accuracy of 74.2%.
format	article
author	Hyunsik Kim Sungho Tae Pengfei Zheng Geonuk Kang Hanseung Lee
author_facet	Hyunsik Kim Sungho Tae Pengfei Zheng Geonuk Kang Hanseung Lee
author_sort	Hyunsik Kim
title	Development of IoT-Based Particulate Matter Monitoring System for Construction Sites
title_short	Development of IoT-Based Particulate Matter Monitoring System for Construction Sites
title_full	Development of IoT-Based Particulate Matter Monitoring System for Construction Sites
title_fullStr	Development of IoT-Based Particulate Matter Monitoring System for Construction Sites
title_full_unstemmed	Development of IoT-Based Particulate Matter Monitoring System for Construction Sites
title_sort	development of iot-based particulate matter monitoring system for construction sites
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/73b0e78b8a7941a3b895a122785d64bf
work_keys_str_mv	AT hyunsikkim developmentofiotbasedparticulatemattermonitoringsystemforconstructionsites AT sunghotae developmentofiotbasedparticulatemattermonitoringsystemforconstructionsites AT pengfeizheng developmentofiotbasedparticulatemattermonitoringsystemforconstructionsites AT geonukkang developmentofiotbasedparticulatemattermonitoringsystemforconstructionsites AT hanseunglee developmentofiotbasedparticulatemattermonitoringsystemforconstructionsites
_version_	1718432303479259136

Development of IoT-Based Particulate Matter Monitoring System for Construction Sites

Ejemplares similares