An emergency linkage system of urban gas pipeline network based on Bayesian network

IF 3.6 3区 工程技术 Q2 ENGINEERING, CHEMICAL
Shi-yi Li , Zong-hou Huang , Fan-liang Ge , Wei-dong Lin , Fu-qiang Yang
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引用次数: 0

Abstract

The occurrence of urban gas pipeline network accidents will pose a great threat to people's lives and property. To protect the lives and property of urban residents and ensure the normal operation of the city, this paper studied the influencing factors of urban gas pipeline network accidents. Firstly, the influencing factors of urban gas pipeline network accidents were summarized and the corresponding fishbone diagram was constructed following the data from the U.S. Department of Transportation Pipeline and Hazardous Materials Safety Administration. Secondly, based on the determined accident number model, the corresponding Bayesian network model was constructed to calculate the state probability and the sensitivity value. Finally, according to the relevant information of urban gas pipeline network management, combined with the numerical results of priori probability and sensitivity, an emergency linkage system based on the urban gas pipeline network was constructed. The calculation results of state probability and the sensitivity analysis indicate that corrosion is the most influential factor contributing to accidents in the urban gas pipeline network. The temperature change has the greatest influence on the occurrence of urban gas pipeline network accidents. Special attention should be paid to the prevention and management of these two aspects of the emergency linkage system. Besides, in order to verify the effectiveness of the system, this paper also uses AHP to evaluate the application of the system. This study aims to provide valuable insights for enhancing the safety management of urban gas pipeline networks, thereby elevating their safety management standards.
基于贝叶斯网络的城市燃气管网应急联动系统
城市燃气管网事故的发生将对人民生命财产安全造成极大威胁。为了保护城市居民的生命财产安全,保障城市的正常运行,本文对城市燃气管网事故的影响因素进行了研究。首先,根据美国运输部管道和危险品安全管理局的数据,总结了城市燃气管网事故的影响因素,并构建了相应的鱼骨图。其次,根据确定的事故数量模型,构建相应的贝叶斯网络模型,计算状态概率和灵敏度值。最后,根据城市燃气管网管理的相关信息,结合先验概率和灵敏度的数值结果,构建了基于城市燃气管网的应急联动系统。状态概率的计算结果和敏感性分析表明,腐蚀是城市燃气管网事故的最大影响因素。温度变化对城市燃气管网事故发生的影响最大。在应急联动系统中应特别注意这两方面的预防和管理。此外,为了验证系统的有效性,本文还利用 AHP 对系统的应用进行了评估。本研究旨在为加强城市燃气管网的安全管理提供有价值的见解,从而提升城市燃气管网的安全管理水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.20
自引率
14.30%
发文量
226
审稿时长
52 days
期刊介绍: The broad scope of the journal is process safety. Process safety is defined as the prevention and mitigation of process-related injuries and damage arising from process incidents involving fire, explosion and toxic release. Such undesired events occur in the process industries during the use, storage, manufacture, handling, and transportation of highly hazardous chemicals.
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