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持续监测体温以客观检测建筑工地的健康与安全风险:对现成可穿戴传感器的准确性和舒适性分析

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.

作者信息

Nasirzadeh Farnad, Karmakar Chandan, Habib Ahsan, Benny Neelangal Kevin, Mir Mostafa, Lee SangHyun, Arnel Tony

机构信息

School of Architecture & Built Environment, Deakin University, Australia.

School of Information Technology, Deakin University, Australia.

出版信息

Heliyon. 2024 Mar 3;10(6):e26947. doi: 10.1016/j.heliyon.2024.e26947. eCollection 2024 Mar 30.

Abstract

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-the-shelf 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.

摘要

最近的研究表明,可穿戴传感器有潜力通过收集建筑工人的生理数据来客观检测其健康和安全风险。体温作为本研究的重点,是最重要的生理参数之一,有助于检测各种健康和安全风险,如热应激、身体疲劳和传染病。本研究旨在通过评估温度测量的准确性以及设备的舒适度,来评估现成的可穿戴传感器设备在建筑工地监测工人体温的适用性和性能。最初在实验室对市场上总共九种现成的可穿戴传感器设备进行了试验,并根据一套选择标准筛选出三种设备进行进一步评估。在三周多的时间里,对筛选出的可穿戴传感器在澳大利亚的两个大型建筑工地的26名工人身上进行了测试。使用Bland-Altman分析研究了所选可穿戴传感器测量体温的可靠性/有效性。还从设备的舒适度、对工人表现的影响以及长时间(即8小时或更长时间)佩戴的可接受性方面对人为因素进行了研究。结果发现,所有选定的设备测量体温的偏差均小于1,这表明与参考医院级温度计相比,测量结果存在细微差异。三种设备中有两种佩戴起来也很舒适。取得的结果表明,利用现成的可穿戴传感器开发一个连续温度监测平台以客观检测建筑工地一系列重大健康和安全风险是可行的。考虑到可穿戴传感器制造方面的快速进步,未来的研究可以采用类似的方法纳入新推出的现成温度传感器,并选择最合适的设备。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a7a/10965473/585108069903/gr1.jpg

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