Modeling and analysis of the risk evolution for coal mine gas explosion from the perspective of safety information loss

To reveal the causal mechanism of coal mine gas explosion accidents, taking coal mine gas explosion accident cases as the research object, and combining in-depth analysis of the process of safety information transmission and safety information loss, a coal mine gas explosion safety information transmission loss model was constructed. In addition, the causal factors of gas explosion accidents were extracted from six stages: loss of safety information generation, transformation, perception, cognition, decision-making, and execution. Finally, using complex network theory, a weighted network model for the evolution of coal mine gas explosion risk is established to explore the key risk factors and evolution paths of gas explosion accidents, and to reveal the causal mechanism of coal mine gas explosion accidents from the perspective of safety information loss. The research results indicate that the proportion of safety execution losses during the accident stage is as high as 28.08%, followed by safety awareness losses. In addition, 5 key risk factors and 3 key evolutionary paths were identified.

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Publication Details

Journal
Scientific Reports
Published
2025-11-04
DOI
https://doi.org/10.1038/s41598-025-22568-0
Primary Topic
Risk and Safety Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

Modeling and analysis of the risk evolution for coal mine gas explosion from the perspective of safety information loss

Lianhua Cheng, Huimin Guo, Meng Jiang
Scientific Reports
Risk and Safety Analysis
article

Modeling and analysis of the risk evolution for coal mine gas explosion from the perspective of safety information loss

Lianhua Cheng, Huimin Guo, Meng Jiang
article en

Abstract

To reveal the causal mechanism of coal mine gas explosion accidents, taking coal mine gas explosion accident cases as the research object, and combining in-depth analysis of the process of safety information transmission and safety information loss, a coal mine gas explosion safety information transmission loss model was constructed. In addition, the causal factors of gas explosion accidents were extracted from six stages: loss of safety information generation, transformation, perception, cognition, decision-making, and execution. Finally, using complex network theory, a weighted network model for the evolution of coal mine gas explosion risk is established to explore the key risk factors and evolution paths of gas explosion accidents, and to reveal the causal mechanism of coal mine gas explosion accidents from the perspective of safety information loss. The research results indicate that the proportion of safety execution losses during the accident stage is as high as 28.08%, followed by safety awareness losses. In addition, 5 key risk factors and 3 key evolutionary paths were identified.

Scientific ReportsVol. 15(1)
Xi'an University of Science and Technology (CN), Xi'an University of Technology (CN), Shaanxi University of Science and Technology (CN)
National Natural Science Foundation of China, Education Department of Shaanxi Province
Openalex Percentile: Top 68%
Risk and Safety Analysis
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Modeling and analysis of the risk evolution for coal mine gas explosion from the perspective of safety information loss — Lianhua Cheng, Huimin Guo, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS