Title :
Power Grid Vulnerability Identifying Based on Complex Network Theory
Author :
Yifei Guo ; Rong Duan ; Jin Cao ; Sheng Li
Author_Institution :
Northern Electron. Instrum. Inst., Beijing, China
Abstract :
The frequent occurrence of power grid blackouts draws more and more attention on the mechanism of cascading failure and the vulnerability of power grid. In order to analyze the problem existed in the power grid and provide useful reference for power grid maintenance, a power grid vulnerability identifying method based on complex network theory is proposed in this paper. The weighted topological model of power grid is constructed firstly. Then the important network parameters are analyzed and the spread mechanism of cascading failure in large-scale power grid is researched. At last, the vulnerability of power grid can be obtained by the computing of network efficiency and damage index. In the simulation, the IEEE 57-bus test system is used as the example. The topological feature of the system is obtained by the static frame analysis, and the vulnerability of power grid is identified by the network topological feature and dynamic frame analysis. The result validates the method proposed in this paper is effective.
Keywords :
complex networks; power grids; topology; IEEE 57-bus test system; cascading failure; complex network theory; damage index; dynamic frame analysis; large-scale power grid; network efficiency; network parameters; network topological feature; power grid blackouts; power grid maintenance; power grid vulnerability; static frame analysis; topological feature; weighted topological model; Complex networks; Computational modeling; Indexes; Instruments; Power grids; Power system faults; Power system protection; cascading failure; complex network; power grid; vulnerability identifying; weighted topological model;
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2012 Second International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-5034-1
DOI :
10.1109/IMCCC.2012.117