Continuous monitoring of body temperature for objective detection of health and safety risks in construction sites: An analysis of the accuracy and comfort of off-the-shelf wearable sensors

被引:3
作者
Nasirzadeh, Farnad [1 ]
Karmakar, Chandan [2 ]
Habib, Ahsan [2 ]
Neelangal, Kevin Benny [1 ]
Mir, Mostafa [1 ]
Lee, SangHyun [3 ]
Arnel, Tony [4 ]
机构
[1] Deakin Univ, Sch Architecture & Built Environm, Geelong, Australia
[2] Deakin Univ, Sch Informat Technol, Geelong, Australia
[3] Univ Michigan, Dept Civil & Environm Engn, Ann Arbor, MI USA
[4] Deakin Univ, Fac Sci Engn & Built Environm, Geelong, Australia
关键词
Body temperature monitoring; Wearable sensors; Health; Safety; Construction industry; SKIN TEMPERATURE; WORKERS; VALIDITY; DEVICES;
D O I
10.1016/j.heliyon.2024.e26947
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Recent studies have shown the potential of wearable sensors for objective detection of health and safety risks in construction workers through their collected physiological data. Body temperature, as the focus of the current study, is one of the most important physiological parameters that can help to detect various health and safety risks such as heat stress, physical fatigue, and infectious diseases. This study aims to assess the applicability and performance of off -the -shelf wearable sensor devices to monitor workers ' body temperature in construction sites by evaluating the accuracy of temperature measurements as well as the comfort of the devices. A total of nine off -the -shelf wearable sensor devices available on the market were initially trialed in the laboratory, and three devices were shortlisted considering a set of selection criteria for further assessment. Over three weeks, the shortlisted wearable sensors were tested on 26 workers in two large construction sites in Australia. The reliability/validity of the selected wearable sensors in measuring body temperature was investigated using Bland -Altman analysis. Human factors were also investigated in terms of the comfort of the devices, their impact on workers ' performance, and the acceptability of being worn for an extended period (i.e., 8 h or more). It was found that all selected devices measured body temperature with a bias of less than one indicating a slight difference in measurements compared to the reference hospital -grade thermometers. Two devices out of the three were also comfortable. The achieved results indicate that it is feasible to develop a continuous temperature monitoring platform using off -theshelf wearable sensors to detect a range of significant health and safety risks in construction sites objectively. Considering the rapid advancements in manufacturing wearable sensors, future research can adopt a similar approach to include the newly introduced off -the -shelf temperature sensors and select the most appropriate device.
引用
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页数:14
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