Complex Network-Based Transmission Network Vulnerability Assessment Using Adjacent Graphs

被引:26
作者
Zang, Tianlei [1 ]
Gao, Shibin [1 ]
Huang, Tao [2 ]
Wei, Xiaoguang [1 ]
Wang, Tao [3 ]
机构
[1] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu 610031, Peoples R China
[2] Politecn Torino, Dept Energy, I-10129 Turin, Italy
[3] Xihua Univ, Sch Elect Engn & Elect Informat, Chengdu 610039, Peoples R China
来源
IEEE SYSTEMS JOURNAL | 2020年 / 14卷 / 01期
基金
中国国家自然科学基金;
关键词
Adjacent graph; betweenness; complex network; vulnerability; POWER GRIDS; STRUCTURAL VULNERABILITY; BETWEENNESS APPROACH; MITIGATION; EVENTS; CHAIN;
D O I
10.1109/JSYST.2019.2934317
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article proposes an adjacent graph based on the spontaneous faults of an electrical network to assess the electrical network vulnerabilities from the perspective of the overload mechanism. To reveal the propagation features and the adjacent relationships among branches from different angles, fault probability, load shedding, and topological structure-based indices are proposed to define the weights of the directed edges in the adjacent graph. On this basis, according to the physical features of the graph mapped to the electrical network, the improved betweenness based on the complex network theory is proposed to identify the critical branches of the electrical network. Numerical results on an IEEE 118-bus system demonstrate the effectiveness of the proposed method.
引用
收藏
页码:572 / 581
页数:10
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