Risk Assessment of Coal Mine Gas Explosion Based on Fault Tree Analysis and Fuzzy Polymorphic Bayesian Network: A Case Study of Wangzhuang Coal Mine

被引:5
|
作者
Yang, Jinhui [1 ]
Zhao, Jin [2 ]
Shao, Liangshan [1 ,3 ]
机构
[1] Liaoning Tech Univ, Sch Business Adm, Huludao 125105, Peoples R China
[2] Tianjin Univ Technol, Sch Management, Tianjin 300384, Peoples R China
[3] Liaoning Inst Sci & Engn, Sch Management Engn, Jinzhou 121010, Peoples R China
关键词
coal mine gas explosion; polymorphic Bayesian network; fault tree analysis; fuzzy theory; risk assessment; SAFETY ANALYSIS; UNSAFE ACTS; ACCIDENTS;
D O I
10.3390/pr11092619
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
The prevention and control of gas explosion accidents are important means to improving the level of coal mine safety, and risk assessment has a positive effect on eliminating the risk of gas explosions. Aiming at the shortcomings of current risk assessment methods in dynamic control, state expression and handling uncertainty, this study proposes a method combining fault tree analysis and fuzzy polymorphic Bayesian networks. The risk factors are divided into multiple states, the concept of accuracy is proposed to correct the subjectivity of fuzzy theory and Bayesian networks are relied on to calculate the risk probability and risk distribution in real time and to propose targeted prevention and control measures. The results show that the current risk probability of a gas explosion accident in Wangzhuang coal mine is as high as 35%, and among the risk factors, excessive ventilation resistance and spontaneous combustion of coal are sources of induced risk, and the sensitivity value of electric sparks is the largest, and the prevention and control of the key factors can significantly reduce the risk. This study can provide technical support to coal mine gas explosion risk management.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Risk assessment method in relation to coal mine gas explosion based on safety information loss
    Guo, Huimin
    Cheng, Lianhua
    Li, Shugang
    Jiang, Bolin
    PROCESS SAFETY PROGRESS, 2024, 43 (04) : 651 - 658
  • [22] The Disaster Risk Assessment of Coal Mine Gas Explosion Based on the Model of SVM Classification - Regression
    Xue, Ye
    Zhang, Taotao
    INFORMATION TECHNOLOGY FOR RISK ANALYSIS AND CRISIS RESPONSE, 2014, 102 : 322 - 327
  • [23] Coal Mine Gas Explosion Vulnerability Assessment Based on the "Glass Heart" Model
    Tian, Shuicheng
    Yang, Pengfei
    Tang, Kai
    GEOFLUIDS, 2021, 2021
  • [24] Experiment study on the propagation laws of gas and coal dust explosion in coal mine
    SI Rong-jun~1 LI Run-zhi~(1
    2. Key Laboratory of Mine Disaster Prevention and Control
    International Journal of Coal Science & Technology, 2009, (03) : 262 - 266
  • [25] Modelling and analysis of unsafe acts in coal mine gas explosion accidents based on network theory
    Yuxin, Wang
    Gui, Fu
    Qian, Lyu
    Xiao, Li
    Yiran, Chen
    Yali, Wu
    Xuecai, Xie
    PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2023, 170 : 28 - 44
  • [26] Risk assessment of gas explosion in coal mines based on game theory and Bayesian network
    基于博弈论−贝叶斯网络的煤矿瓦斯爆炸风险评估
    Li, Min (cumtlimin@163.com), 1600, China Coal Society (49):
  • [27] Experiment study on the propagation laws of gas and coal dust explosion in coal mine
    SI Rongjun LI Runzhi WANG Lei WU Zike Chongqing Research Institute China Coal Research Institute Chongqing China Key Laboratory of Mine Disaster Prevention and Control Shandong University of Science and Technology Qingdao China
    JournalofCoalScience&Engineering(China), 2009, 15 (03) : 262 - 266
  • [28] Risk assessment of gas explosionin coal mines based on fuzzy Bayesian network
    Li M.
    Lin Z.
    Lu Y.
    Shi S.
    Wang D.
    Wang D.
    Meitan Xuebao/Journal of the China Coal Society, 2023, 48 : 626 - 637
  • [29] Investigation of a coal-mine explosion and relevance of risk assessment
    Davies, AW
    Isaac, AK
    Cook, PM
    TRANSACTIONS OF THE INSTITUTION OF MINING AND METALLURGY SECTION A-MINING TECHNOLOGY, 2000, 109 : A61 - A69
  • [30] Fuzzy fault tree analysis for gas explosion of coal mining and heading faces in underground coal mines
    Shi, Shulei
    Jiang, Bingyou
    Meng, Xiangrui
    Yang, Li
    ADVANCES IN MECHANICAL ENGINEERING, 2018, 10 (08):