Optimal power grid protection through a defender-attacker-defender model

被引:152
|
作者
Yuan, Wei [1 ]
Zhao, Long [1 ]
Zeng, Bo [1 ]
机构
[1] Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33620 USA
关键词
Power grid protection; Defender-attacker-defender model; Column-and-Constraint Generation method; IDENTIFICATION; OPTIMIZATION; METHODOLOGY; SECURITY;
D O I
10.1016/j.ress.2013.08.003
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Power grid vulnerability is a major concern of our society, and its protection problem is often formulated as a tri-level defender-attacker-defender model. However, this tri-level problem is computationally challenging. In this paper, we design and implement a Column-and-Constraint Generation algorithm to derive its optimal solutions. Numerical results on an IEEE system show that: (i) the developed algorithm identifies optimal solutions in a reasonable time, which significantly outperforms the existing exact algorithm; (ii) the attack solution obtained through solving the attacker-defender model does not lead to the optimal protection plan in general; and (iii) protection using the optimal solution from the defender-attacker-defender model always improves the grid survivability under contingencies. The proposed model and algorithm can be easily modified to accommodate for other critical infrastructure network protection problems. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:83 / 89
页数:7
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