Risk assessment of coal and gas outbursts driven by the theory of three types of hazards coupled with 80 accident cases

IF 5.4 1区 工程技术 Q1 ENGINEERING, INDUSTRIAL Safety Science Pub Date : 2024-12-30 DOI:10.1016/j.ssci.2024.106771
Yongfei Jin , Xin Tong , Xuezhao Zheng , Yuan Li , Beibei Dong
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Abstract

Preventing coal and gas outbursts is critical to maintaining safe and effective mining and a reliable energy supply in China. In order to solve the problems of accident chain uncertainty reasoning and a priori information ambiguity in outburst risk analysis, this paper explored the macroscopic causation mechanism based on 80 cases of coal and gas outburst accidents, constructed three types of hazards causation models using topological networks, developed a fuzzy Bayesian risk assessment model. The probability of coal and gas outburst accidents was assessed using causal reasoning, diagnostic reasoning, sensitivity analysis, and key causal path analysis, and the causative mechanism was discovered. The case study showed that: the probability of outburst in the working face of this mine was 1.3%; at the time of the accident, the probabilities of the occurrence of the second and third hazard increased by 1050% and 725%, respectively; through the analysis of the key causal paths, the probability of outburst caused by path 1 (abnormal geological conditions and organizational and management deficiencies) and path 2 (abnormal geological conditions and inadequate gas extraction) rose from the usual condition by 462.8% and 569.2%, respectively. Finally, the model was validated using two outburst accidents as samples, and the results revealed that the probability of outburst for the two accidental coal mines was 12% and 10%, respectively, and the critical causal paths were largely consistent with the accident investigation reports. The assessment model presented in this study can help managers effectively control outburst accidents.

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基于三种危害理论的煤与瓦斯突出危险性评价,并结合80例事故案例
在中国,防止煤炭和天然气的爆发对于维持安全有效的开采和可靠的能源供应至关重要。为解决突出危险性分析中存在的事故链不确定性推理和先验信息模糊等问题,基于80例煤与瓦斯突出事故,探讨了其宏观成因机制,利用拓扑网络构建了三类危害成因模型,建立了模糊贝叶斯风险评价模型。采用因果推理、诊断推理、敏感性分析、关键因果路径分析等方法对煤与瓦斯突出事故概率进行了评价,发现了其发生的原因机制。实例分析表明:该矿工作面突出概率为1.3%;在事故发生时,第二、三种危害发生的概率分别增加了1050%和725%;通过对关键成因路径的分析,路径1(异常地质条件和组织管理缺陷)和路径2(异常地质条件和抽采不足)引起突出的概率分别比通常情况上升462.8%和569.2%。最后,以两起突出事故为样本对模型进行验证,结果表明,两起事故煤矿的突出概率分别为12%和10%,关键因果路径与事故调查报告基本一致。本文提出的评价模型可以帮助管理者有效地控制突出事故。
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来源期刊
Safety Science
Safety Science 管理科学-工程:工业
CiteScore
13.00
自引率
9.80%
发文量
335
审稿时长
53 days
期刊介绍: Safety Science is multidisciplinary. Its contributors and its audience range from social scientists to engineers. The journal covers the physics and engineering of safety; its social, policy and organizational aspects; the assessment, management and communication of risks; the effectiveness of control and management techniques for safety; standardization, legislation, inspection, insurance, costing aspects, human behavior and safety and the like. Papers addressing the interfaces between technology, people and organizations are especially welcome.
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