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Study on influencing factors of psychological and physiological states in firefighters' smoke-heat training
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Pengyu Tao, Wenqi Song, Qianye Jiang, Rui Gao
Fire Science and Technology | 2026, 45(8) : 129 - 133
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Fire Science and Technology | 2026, 45(8): 129-133
• Emergency management study •
Study on influencing factors of psychological and physiological states in firefighters' smoke-heat training
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Pengyu Tao, Wenqi Song, Qianye Jiang, Rui Gao
Affiliations
  • 1Tianjin Fire Science and Technology Research Institute of MEM , Tianjin 300381 , China
Published: 2026-07-15 doi: 10.20168/j.1009-0029.2026.08.0129.05
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To analyze the potential factors influencing the psychological and physiological states of firefighters during smoke and heat training, this study employed an intelligent smoke and heat training device for firefighters and utilized a feature data correlation analysis model. By collecting 16 indicators (including heart rate, electroencephalogram, and heart rate variability) from 100 firefighters during smoke and heat training, the research explored the factors affecting their psychological and physiological states in such training. The results showed that both age and firefighters' daily psychological states had a p-value less than 0.01 with their psychological states during smoke and heat training, indicating that younger firefighters were more prone to psychological problems during training, and regulating their daily psychological states could alleviate psychological pressure during smoke and heat training. The p-value for years of service versus training duration was 0.054, with a regression coefficient of -19.494, indicating that firefighters with longer service experience exhibited shorter training durations. The p-value for resting heart rate and training oxygen consumption was merely 0.016, with a regression coefficient of -0.128, indicating that firefighters with lower resting heart rates exhibited reduced oxygen consumption. The p-value for body weight and training duration exceeded 0.5, suggesting a relatively insignificant correlation between the two variables.

firefighters  /  smoke and heat training  /  psychological and physiological states  /  least squares method
陶鹏宇, 宋文琦, 姜芊叶, 高锐. 消防员烟热训练心理生理状态影响因素研究. 消防科学与技术, 2026 , 45 (8) : 129 -133 . DOI: 10.20168/j.1009-0029.2026.08.0129.05
Pengyu Tao, Wenqi Song, Qianye Jiang, Rui Gao. Study on influencing factors of psychological and physiological states in firefighters' smoke-heat training[J]. Fire Science and Technology, 2026 , 45 (8) : 129 -133 . DOI: 10.20168/j.1009-0029.2026.08.0129.05
Year 2026 volume 45 Issue 8
124
58
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doi: 10.20168/j.1009-0029.2026.08.0129.05
  • Receive Date:2024-12-30
  • Online Date:2026-09-16
  • Published:2026-07-15
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  • Received:2024-12-30
  • Revised:2025-05-16
Affiliations
    1Tianjin Fire Science and Technology Research Institute of MEM , Tianjin 300381 , China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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