Modeling of Interconnected Critical Infrastructure Systems Using Complex Network Theory

被引:66
|
作者
Milanovic, Jovica V. [1 ]
Zhu, Wentao [1 ]
机构
[1] Univ Manchester, Sch Elect & Elect Engn, Manchester M60 1QD, Lancs, England
基金
英国工程与自然科学研究理事会;
关键词
Critical infrastructure systems; power systems; ICT; complex networks; INTERDEPENDENT INFRASTRUCTURES; CENTRALITY; FAILURES;
D O I
10.1109/TSG.2017.2665646
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper reviews several complex network theory-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 3-D 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. 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.
引用
收藏
页码:4637 / 4648
页数:12
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