Thermal radiation image based on optical sensors for collaborative training simulation of football players: Thermal energy consumption simulation☆

被引:0
|
作者
Xu, Qiangqiang [1 ]
Zhu, Jianghua [1 ]
Lu, Yun [1 ]
机构
[1] Donghua Univ, Dept Phys Educ, Shanghai 201620, Peoples R China
关键词
Optical sensor; Thermal radiation image; A football player; Collaborative training simulation; Heat energy consumption simulation;
D O I
10.1016/j.tsep.2025.103264
中图分类号
O414.1 [热力学];
学科分类号
摘要
In modern football training, physical fitness is not only related to the individual performance of athletes, but also directly affects the cooperative combat ability of the whole team. An image analysis method of thermal radiation based on optical sensor was developed to simulate the thermal energy consumption of football players during cooperative training. The first deployment was an array of high-precision optical sensors that were able to capture information about the thermal radiation on the surface of the athlete's body. Sensors are installed at multiple angles of the training field to ensure full coverage of the athlete's movement area. The optical sensor captures the thermal radiation data in real time and generates the thermal radiation image when the football players are cooperating in training. These images can reflect the changes in body temperature of athletes during different training phases. After the thermal radiation image is preprocessed, the image analysis software is used for processing. We extracted key features in the images, such as hot spots, temperature gradients, etc., and correlated these features with the intensity and duration of the athletes' exercise. Based on the results of thermal radiation image analysis, combined with the physiological parameters and training data of athletes, we set up a heat energy consumption model. The thermal energy consumption model established by us is in good agreement with the actual measurement data in most cases, which can provide scientific guidance for the physical training of football players.
引用
收藏
页数:9
相关论文
共 50 条
  • [41] Thermal radiation imaging technology and sensor assisted calculation of sports training technology simulation
    Zhang, Jingchen
    THERMAL SCIENCE AND ENGINEERING PROGRESS, 2024, 55
  • [42] Improved system simulation of infrared thermal radiation images based on image optical processing for badminton motion analysis: Complex thermodynamics of the motion process
    You, Fasheng
    Ou, Jun
    THERMAL SCIENCE AND ENGINEERING PROGRESS, 2025, 60
  • [43] A modular thermal simulation tool for computing energy consumption of HVAC units in rail vehicles
    Dullinger, Christian
    Struckl, Walter
    Kozek, Martin
    APPLIED THERMAL ENGINEERING, 2015, 78 : 616 - 629
  • [44] Thermal radiation image and motion sensor based on improved neural network for big data health exercise route simulation: Cellular thermal effect
    Li, Xiang
    Song, Meng
    Zhao, Zimo
    Zheng, Yuting
    Xu, Zhengke
    THERMAL SCIENCE AND ENGINEERING PROGRESS, 2025, 59
  • [45] Gasochromic smart window: optical and thermal properties, energy simulation and feasibility analysis
    Feng, Wei
    Zou, Liping
    Gao, Guohua
    Wu, Guangming
    Shen, Jun
    Li, Wen
    SOLAR ENERGY MATERIALS AND SOLAR CELLS, 2016, 144 : 316 - 323
  • [46] Simulation of low energy building thermal energy cycle in IoT smart city planning based on environmental sensors and deep learning
    Ting, Li
    THERMAL SCIENCE AND ENGINEERING PROGRESS, 2024, 54
  • [47] Numerical simulation of thermal energy storage based on phase change materials
    Seitov, A.
    Akhmetov, B.
    Georgiev, A. G.
    Kaltayev, A.
    Popov, R. K.
    Dzhonova-Atanasova, D. B.
    Tungatarova, M. S.
    BULGARIAN CHEMICAL COMMUNICATIONS, 2016, 48 : 181 - 188
  • [48] An online simulation-based collaborative optimization control method for solar thermal energy, heat pumps and building operations
    Sun, Yuying
    Song, Jianhang
    Wang, Shuofeng
    Wang, Wei
    Li, Huai
    Wei, Wenzhe
    Li, Xintian
    RENEWABLE ENERGY, 2025, 243
  • [49] RETRACTION: Image acquisition system based on optical sensors for swimmer technical analysis and simulation
    Xingyu, Huang
    Zan, Mei
    Chao, Yang
    OPTICAL AND QUANTUM ELECTRONICS, 2024, 56 (10)
  • [50] Infrared thermal energy image simulation based on human-computer interaction for accuracy detection in basketball sports: Thermal modeling of human tissue
    Hou, Yiming
    Li, Zheng
    Liu, Zhiyan
    THERMAL SCIENCE AND ENGINEERING PROGRESS, 2025, 57