煤矿瓦斯爆炸事故应急联动影响因素分析

Sustainability Pub Date : 2024-07-24 DOI:10.3390/su16156325
Jialin Liu, Qing Ye, Z. Jia, Yingqian Yang, Tingting Xu
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摘要

为分析瓦斯爆炸事故应急联动的影响因素及其因果关系,提出了基于分层全息模型和贝叶斯网络的瓦斯爆炸事故应急联动影响因素分析方法。首先,基于分层全息模型确定事故应急联动的主要影响因素,构建事故控制、次生灾害、应急救援的拓扑结构模型,并利用三角模糊数评估影响因素的先验概率和条件概率。其次,结合贝叶斯诊断推理,快速识别出最有可能影响事故应急联动的因素。最后,进行敏感性分析,找出影响事故应急联动的关键因素。结果表明,瓦斯爆炸事故应急联动正常运行的概率为 78.1%,但当煤矿环境发生变化,特别是多种影响因素同时发生时,事故应急联动正常运行的概率会明显下降。通过因果分析,可以推导出不同情况下事故应急联动装置运行的影响程度。通过诊断分析可以看出,应急联动运行对通风排烟系统响应和瓦斯超限两个因素较为敏感,因此需要重视其在事故处理中的重要作用。同时,敏感性分析表明,通风排烟系统响应、灾情分担准确性、瓦斯超限、操作人员技术水平、队伍救援经验是影响事故应急联动的关键因素。本研究可为煤矿瓦斯爆炸事故应急联动机制的完善以及事故决策提供理论指导,最大限度地降低事故损失,促进煤矿行业的可持续发展。
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Analysis of Factors Affecting Emergency Response Linkage in Coal Mine Gas Explosion Accidents
To analyze the influencing factors of the emergency linkage of gas explosion accidents and their causal relationships, a method for analyzing the influencing factors of the emergency linkage of gas explosion accidents is proposed based on a hierarchical holographic model and Bayesian networks. Firstly, based on the hierarchical holographic model to determine the main influencing factors of the accident emergency linkage, we constructed the topological structure model of accident control, secondary disaster, and emergency rescue, and used the triangular fuzzy number to assess the a priori probability and conditional probability of the influencing factors. Next, the most likely factors affecting the accident emergency linkage are quickly identified by combining Bayesian diagnostic reasoning. Finally, sensitivity analysis is conducted to identify the key factors affecting the accident emergency linkage. The results show that the probability of normal operation of gas explosion accident emergency linkage is 78.1%, but when the coal mine environment changes, especially when multiple influencing factors occur simultaneously, the probability of normal operation of accident emergency linkage decreases significantly. Through causal analysis, the degree of influence on the operation of the accident emergency linkage in different situations can be deduced. Through diagnostic analysis, it can be seen that the emergency linkage operation is more sensitive to the two factors of the ventilation and smoke extraction system response and gas over limit, so it is necessary to pay attention to its important role in accident treatment. Meanwhile, the sensitivity analysis shows that the response of the ventilation and smoke extraction system, the accuracy of disaster sharing, the gas over limit, the technical level of the operators, and the team rescue experience are the key factors affecting the emergency response linkage in accidents. This study can provide theoretical guidance for the improvement of the emergency response linkage mechanism of coal mine gas explosion accidents as well as the decision-making of the accidents, minimize the losses of the accidents, and promote the sustainable development of the coal mining industry.
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