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Modelling of Interconnected Critical Infrastructure Systems Using Complex Network Theory

机译:基于复杂网络理论的互联关键基础设施系统建模

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摘要

The paper reviews several Complex Network Theory (CNT) based methodologies to model and analyze interconnected networks. To address the deficiencies reported in past studies, an advanced model of coupled Electric Power System (EPS) and Information and Communication Technology (ICT) is developed. The new model is designed as a three-dimensional graph with edges and nodes, and it highlights the interaction and interdependency of both EPS and ICT. The criticality of each component within the interconnected system is investigated by analyzing the efficiency-weighted node degree of each node symbolizing the components. The model has been tested on an ICT supported 14-Bus distribution network under three different loading conditions. Results show that the coupled infrastructure complies with the typical characteristics of scale-free network [1]. It is also shown the ICT system, although smaller in scale, contains more critical hubs than the power distribution network. The results of the proposed approach can be used as a reference to analyze the criticality in other coupled infrastructure by incorporating the internal characteristics of coupled systems.
机译:本文回顾了几种基于复杂网络理论(CNT)的方法来对互连网络进行建模和分析。为了解决过去研究中报告的缺陷,开发了耦合电力系统(EPS)和信息与通信技术(ICT)的高级模型。新模型被设计为带有边缘和节点的三维图形,并强调了EPS和ICT的相互作用和相互依赖性。通过分析象征该组件的每个节点的效率加权节点程度,可以研究互连系统中每个组件的关键性。该模型已在ICT支持的14总线配电网络上的三种不同负载条件下进行了测试。结果表明,耦合基础设施符合无标度网络的典型特征[1]。还显示了ICT系统,尽管规模较小,但比配电网络包含更多的关键集线器。通过结合耦合系统的内部特性,所提出方法的结果可作为参考,以分析其他耦合基础设施中的关键性。

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