Thermal radiation image diagnosis and heart rate sensor application in sports fatigue index detection: Thermal energy consumption control

IF 5.4 3区 工程技术 Q2 ENERGY & FUELS Thermal Science and Engineering Progress Pub Date : 2025-04-01 Epub Date: 2025-02-15 DOI:10.1016/j.tsep.2025.103401
Guohui Qin
{"title":"Thermal radiation image diagnosis and heart rate sensor application in sports fatigue index detection: Thermal energy consumption control","authors":"Guohui Qin","doi":"10.1016/j.tsep.2025.103401","DOIUrl":null,"url":null,"abstract":"<div><div>Thermal radiation images can capture the temperature distribution on the surface of the human body, which reflects the heat consumption and metabolic changes inside the body. In this study, a group of athletes were selected as research objects. Before and after different intensity exercise training, high-precision thermal imaging cameras were used to collect their thermal radiation images, and heart rate sensors were used to record heart rate data simultaneously. The image processing technology is used to analyze the thermal radiation image and extract the key temperature parameters, such as local temperature change and temperature distribution pattern. Statistical analysis of heart rate data was performed, including heart rate variability analysis and heart rate recovery time assessment. Combining thermal radiation images and heart rate data, a comprehensive evaluation model was established to quantify the fatigue state of athletes. Finally, according to the fatigue evaluation results, a personalized thermal energy consumption control strategy is proposed. The experimental results show that there is a significant correlation between the temperature distribution pattern in the thermal radiation image and the heart rate data. After intense training, the surface temperature of specific muscle groups of athletes increased significantly, while the heart rate data also showed higher levels. By combining thermal radiation images and heart rate data, the study found that the athlete’s fatigue state could be quantified by an increase in thermal energy consumption. The study also found that by adjusting the training intensity and increasing the recovery time, the heat energy consumption can be effectively controlled, thereby reducing the fatigue degree of athletes.</div></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":"60 ","pages":"Article 103401"},"PeriodicalIF":5.4000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Thermal Science and Engineering Progress","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S245190492500191X","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/2/15 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0

Abstract

Thermal radiation images can capture the temperature distribution on the surface of the human body, which reflects the heat consumption and metabolic changes inside the body. In this study, a group of athletes were selected as research objects. Before and after different intensity exercise training, high-precision thermal imaging cameras were used to collect their thermal radiation images, and heart rate sensors were used to record heart rate data simultaneously. The image processing technology is used to analyze the thermal radiation image and extract the key temperature parameters, such as local temperature change and temperature distribution pattern. Statistical analysis of heart rate data was performed, including heart rate variability analysis and heart rate recovery time assessment. Combining thermal radiation images and heart rate data, a comprehensive evaluation model was established to quantify the fatigue state of athletes. Finally, according to the fatigue evaluation results, a personalized thermal energy consumption control strategy is proposed. The experimental results show that there is a significant correlation between the temperature distribution pattern in the thermal radiation image and the heart rate data. After intense training, the surface temperature of specific muscle groups of athletes increased significantly, while the heart rate data also showed higher levels. By combining thermal radiation images and heart rate data, the study found that the athlete’s fatigue state could be quantified by an increase in thermal energy consumption. The study also found that by adjusting the training intensity and increasing the recovery time, the heat energy consumption can be effectively controlled, thereby reducing the fatigue degree of athletes.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
热辐射图像诊断与心率传感器在运动疲劳指标检测中的应用:热能消耗控制
热辐射图像可以捕捉人体表面的温度分布,反映人体内部的热消耗和代谢变化。在本研究中,选取了一组运动员作为研究对象。在不同强度的运动训练前后,使用高精度热像仪采集其热辐射图像,同时使用心率传感器记录心率数据。利用图像处理技术对热辐射图像进行分析,提取局部温度变化和温度分布模式等关键温度参数。对心率数据进行统计分析,包括心率变异性分析和心率恢复时间评估。结合热辐射图像和心率数据,建立综合评价模型,量化运动员的疲劳状态。最后,根据疲劳评价结果,提出了个性化的热能消耗控制策略。实验结果表明,热辐射图像中的温度分布模式与心率数据之间存在显著的相关性。高强度训练后,运动员特定肌肉群的表面温度明显升高,心率数据也显示出更高的水平。通过结合热辐射图像和心率数据,研究发现运动员的疲劳状态可以通过热量消耗的增加来量化。研究还发现,通过调整训练强度,增加恢复时间,可以有效控制热能消耗,从而降低运动员的疲劳程度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Thermal Science and Engineering Progress
Thermal Science and Engineering Progress Chemical Engineering-Fluid Flow and Transfer Processes
CiteScore
7.20
自引率
10.40%
发文量
327
审稿时长
41 days
期刊介绍: Thermal Science and Engineering Progress (TSEP) publishes original, high-quality research articles that span activities ranging from fundamental scientific research and discussion of the more controversial thermodynamic theories, to developments in thermal engineering that are in many instances examples of the way scientists and engineers are addressing the challenges facing a growing population – smart cities and global warming – maximising thermodynamic efficiencies and minimising all heat losses. It is intended that these will be of current relevance and interest to industry, academia and other practitioners. It is evident that many specialised journals in thermal and, to some extent, in fluid disciplines tend to focus on topics that can be classified as fundamental in nature, or are ‘applied’ and near-market. Thermal Science and Engineering Progress will bridge the gap between these two areas, allowing authors to make an easy choice, should they or a journal editor feel that their papers are ‘out of scope’ when considering other journals. The range of topics covered by Thermal Science and Engineering Progress addresses the rapid rate of development being made in thermal transfer processes as they affect traditional fields, and important growth in the topical research areas of aerospace, thermal biological and medical systems, electronics and nano-technologies, renewable energy systems, food production (including agriculture), and the need to minimise man-made thermal impacts on climate change. Review articles on appropriate topics for TSEP are encouraged, although until TSEP is fully established, these will be limited in number. Before submitting such articles, please contact one of the Editors, or a member of the Editorial Advisory Board with an outline of your proposal and your expertise in the area of your review.
期刊最新文献
Experimental study on the coupled effects of ventilation conditions and GHEs on the thermal performance of cold region tunnels Thermofluidic transport in anisotropic metal foam: Low-velocity permeable flow, convection and solid–liquid phase change Thermal stability of a user-friendly UV-C disinfection system integrated with automatic motion sensors for pathogen control Theoretical and experimental study of a novel thermoacoustic engine for sound source application Thermodynamic performance analysis of low-GWP refrigerants in high-temperature heat pumps
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1