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

被引:16
作者
Kim, Hyunsik [1 ]
Tae, Sungho [2 ]
Zheng, Pengfei [1 ]
Kang, Geonuk [3 ]
Lee, Hanseung [2 ]
机构
[1] Hanyang Univ, Dept Architectural Engn, Ansan 15588, South Korea
[2] Hanyang Univ, Sch Architecture & Architectural Engn, Ansan 15588, South Korea
[3] Daedan Inc, 155 Ansandaehak Ro, Ansan 15328, South Korea
基金
新加坡国家研究基金会;
关键词
construction site; dust; particulate matter; IoT; monitor; LOW-COST; DUST; INTERNET; PM2.5;
D O I
10.3390/ijerph182111510
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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%.
引用
收藏
页数:15
相关论文
共 38 条
[1]  
[Anonymous], 2021, BAY AREA AIR QUAL MA
[2]  
[Anonymous], 2021, S COAST AIR QUAL MAN
[3]  
[Anonymous], 2005, Air quality guidelines - global update 2005
[4]  
Canadian Council of Ministers of the Environment, 2017, AIR QUAL CAN AMB AIR
[5]  
European Union (EU), 2018, URB ACC REG EUR
[6]  
Government of Western Australia, 2021, NATL ENV PROT AMB AI
[7]   Internet of Things (IoT): A vision, architectural elements, and future directions [J].
Gubbi, Jayavardhana ;
Buyya, Rajkumar ;
Marusic, Slaven ;
Palaniswami, Marimuthu .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2013, 29 (07) :1645-1660
[8]  
Im S., 2018, PROC KOREAN I ARCHIT, V38, P672
[9]  
International Electrotechnical Commission (IEC), 2013, 60529 IEC
[10]   Implementation of IoT-Based Air Quality Monitoring System for Investigating Particulate Matter (PM10) in Subway Tunnels [J].
Jo, Jun Ho ;
Jo, ByungWan ;
Kim, Jung Hoon ;
Choi, Ian .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (15) :1-12