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影响双热通量核心体温传感器准确性的因素的分析

Analytical Analysis of Factors Affecting the Accuracy of a Dual-Heat Flux Core Body Temperature Sensor.

作者信息

Żmigrodzki Jakub, Cygan Szymon, Łusakowski Jan, Lamprecht Patryk

机构信息

Institute of Metrology and Biomedical Engineering, Faculty of Mechatronics, Warsaw University of Technology, 02-525 Warsaw, Poland.

Healthwear Sp. z o.o., 31-539 Cracow, Poland.

出版信息

Sensors (Basel). 2024 Mar 15;24(6):1887. doi: 10.3390/s24061887.

Abstract

Non-invasive core body temperature (CBT) measurements using temperature and heat-flux have become popular in health, sports, work safety, and general well-being applications. This research aimed to evaluate two commonly used sensor designs: those that combine heat flux and temperature sensors, and those with four temperature sensors. We used analytical methods, particularly uncertainty analysis calculus and Monte Carlo simulations, to analyse measurement accuracy, which depends on the accuracy of the temperature and flux sensors, mechanical construction parameters (such as heat transfer coefficient), ambient air temperature, and CBT values. The results show the relationship between the accuracy of each measurement method variant and various sensor parameters, indicating their suitability for different scenarios. All measurement variants showed unstable behaviour around the point where ambient temperature equals CBT. The ratio of the heat transfer coefficients of the dual-heat flux (DHF) sensor's channels impacts the CBT estimation uncertainty. An analysis of the individual components of uncertainty in CBT estimates reveals that the accuracy of temperature sensors significantly impacts the overall uncertainty of the CBT measurement. We also calculated the theoretical limits of measurement uncertainty, which varied depending on the method variant and could be as low as 0.05 °C.

摘要

利用温度和热通量进行的非侵入式核心体温(CBT)测量在健康、体育、工作安全和整体健康应用中已变得很流行。本研究旨在评估两种常用的传感器设计:将热通量传感器和温度传感器结合的设计,以及配备四个温度传感器的设计。我们使用分析方法,特别是不确定度分析微积分和蒙特卡洛模拟,来分析测量精度,测量精度取决于温度和通量传感器的精度、机械结构参数(如传热系数)、环境空气温度和CBT值。结果显示了每种测量方法变体的精度与各种传感器参数之间的关系,表明它们适用于不同场景。所有测量变体在环境温度等于CBT的点附近表现出不稳定行为。双热通量(DHF)传感器通道的传热系数之比会影响CBT估计的不确定度。对CBT估计中不确定度的各个组成部分进行分析表明,温度传感器的精度会显著影响CBT测量的整体不确定度。我们还计算了测量不确定度的理论极限,其因方法变体而异,可低至0.05°C。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db51/10974837/a3af13c6e94d/sensors-24-01887-g001.jpg

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