An edge load cascading failure model and vulnerability analysis of coupled critical infrastructure networks: Considering functional and geographical interdependency

IF 11 1区 工程技术 Q1 ENGINEERING, INDUSTRIAL
Jing Wang , Yuhui Huang
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引用次数: 0

Abstract

Infrastructure networks are not isolated, but rather highly interconnected and interdependent. The flow characteristics of loads within the network and the existence of interdependencies between networks can lead to cascading failures throughout a region or country when one component is disrupted. The general focus is on analyzing infrastructure networks from the intra-layer structural perspective; it is less understood the coupling mode of interdependency between layers and the loads on the network. This paper proposes a new cascading failure model based on edge load, taking into account both intra-layer network structure and inter-layer functional and geographical interdependencies, while also explores the impacts of different factors on the cascading failures. Results show that nodes with strong dependencies, especially parent-dependency, play vital roles in supporting coupled networks. It compares the vulnerability differences of the system under different attack strategies based on intra-layer structure and inter-layer correlation, finding the outcome changes with functional interdependency strength and geographical distance. This study assesses relevant factors affecting the vulnerability of interdependent infrastructure networks from a modeling perspective. Meanwhile, compared with the traditional model, the new model can better resist the spread risk of cascading failures, thus providing valuable lessons for guiding realistic system construction.
耦合关键基础设施网络的边缘负载级联故障模型及脆弱性分析:考虑功能和地理相互依赖
基础设施网络不是孤立的,而是相互联系、相互依存的。当一个组件中断时,网络内负载的流动特性和网络之间相互依赖关系的存在可能导致整个地区或国家的级联故障。一般重点是从层内结构的角度分析基础设施网络;对于层与层之间相互依赖的耦合模式和网络负载的耦合模式了解较少。本文提出了一种新的基于边缘负载的级联故障模型,考虑了层内网络结构和层间功能和地理的相互依赖关系,并探讨了不同因素对级联故障的影响。结果表明,具有强依赖关系的节点,尤其是父依赖关系的节点,在支持耦合网络中起着至关重要的作用。基于层内结构和层间相关性比较系统在不同攻击策略下的脆弱性差异,发现结果随功能相互依赖强度和地理距离的变化。本研究从建模的角度评估了影响相互依赖的基础设施网络脆弱性的相关因素。同时,与传统模型相比,新模型能够更好地抵御级联故障的扩散风险,从而为指导现实系统建设提供了宝贵的经验教训。
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来源期刊
Reliability Engineering & System Safety
Reliability Engineering & System Safety 管理科学-工程:工业
CiteScore
15.20
自引率
39.50%
发文量
621
审稿时长
67 days
期刊介绍: Elsevier publishes Reliability Engineering & System Safety in association with the European Safety and Reliability Association and the Safety Engineering and Risk Analysis Division. The international journal is devoted to developing and applying methods to enhance the safety and reliability of complex technological systems, like nuclear power plants, chemical plants, hazardous waste facilities, space systems, offshore and maritime systems, transportation systems, constructed infrastructure, and manufacturing plants. The journal normally publishes only articles that involve the analysis of substantive problems related to the reliability of complex systems or present techniques and/or theoretical results that have a discernable relationship to the solution of such problems. An important aim is to balance academic material and practical applications.
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