Severin Bernhart, Jannic Wälde, Otmar Schneider, Thomas Finkenzeller
{"title":"Textile Moisture Sensors for Estimating Sweat Evaporation Saturation in Fire Protective Clothing","authors":"Severin Bernhart, Jannic Wälde, Otmar Schneider, Thomas Finkenzeller","doi":"10.1109/APSCON60364.2024.10466185","DOIUrl":null,"url":null,"abstract":"Heat stress is a major problem for firefighters, which can be alleviated to a certain extent by means of special cooling. A moisture-sensing jacket lining under firefighter clothing is presented and correlated with a measure of relative humidity. The critical heat stress trigger point, sweat evaporation saturation, should be identified by the textile moisture sensors. Different sensor locations are compared to identify accurate moisture-sensing positions. The jacket lining was used in a laboratory study with 19 participants performing a sauna stay to increase the body core temperature. Granger causality tests were conducted to evaluate the relative air humidity forecasting based on the measured sweat rate. The resulting F-test p-values revealed that the moisture-sensing fire jacket lining can forecast the relative air humidity and the back region is the most accurate and robust sensor location. In conclusion, the fire jacket lining can detect sweat evaporation saturation time points and can be used as a data source for automated integrative air body cooling systems to avoid heat stress during firefighting operations.","PeriodicalId":518961,"journal":{"name":"2024 IEEE Applied Sensing Conference (APSCON)","volume":"67 4","pages":"1-4"},"PeriodicalIF":0.0000,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2024 IEEE Applied Sensing Conference (APSCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/APSCON60364.2024.10466185","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Heat stress is a major problem for firefighters, which can be alleviated to a certain extent by means of special cooling. A moisture-sensing jacket lining under firefighter clothing is presented and correlated with a measure of relative humidity. The critical heat stress trigger point, sweat evaporation saturation, should be identified by the textile moisture sensors. Different sensor locations are compared to identify accurate moisture-sensing positions. The jacket lining was used in a laboratory study with 19 participants performing a sauna stay to increase the body core temperature. Granger causality tests were conducted to evaluate the relative air humidity forecasting based on the measured sweat rate. The resulting F-test p-values revealed that the moisture-sensing fire jacket lining can forecast the relative air humidity and the back region is the most accurate and robust sensor location. In conclusion, the fire jacket lining can detect sweat evaporation saturation time points and can be used as a data source for automated integrative air body cooling systems to avoid heat stress during firefighting operations.
热应激是消防员面临的一个主要问题,通过特殊的冷却手段可以在一定程度上缓解这一问题。本文介绍了消防员服装下的湿度感应夹克衬里,并将其与相对湿度测量值进行了关联。纺织品湿度传感器应能识别关键的热应力触发点--汗液蒸发饱和度。对不同的传感器位置进行了比较,以确定准确的湿度感应位置。在一项实验室研究中使用了夹克衬里,让 19 名参与者进行桑拿浴,以提高身体核心温度。进行了格兰杰因果检验,以评估根据测量的出汗率预测相对空气湿度的情况。结果 F 检验 p 值显示,湿度感应防火服内衬可以预测相对空气湿度,而背部区域是最准确、最稳健的传感器位置。总之,消防服内衬可以检测汗液蒸发饱和时间点,可用作自动综合空气体冷系统的数据源,以避免在消防行动中出现热应力。