Structural Vulnerability of Power Grids to Disasters: Bounds and Reinforcement Measures

被引:0
|
作者
Deka, Deepjyoti [1 ]
Vishwanath, Sriram [1 ]
机构
[1] Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USA
关键词
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Failures of power grid components during natural disasters like hurricanes can fragment the network and lead to creation of islands and blackouts. The propagation of failures in actual power grids following a catastrophic event differs significantly and thus is harder to analyze than on random networks. This paper studies the structural vulnerability of real power grids to natural disasters and presents improved bounds to quantify the size of the expected damage induced. The performance of the derived bounds are demonstrated through simulations on an IEEE test case and a real grid network. Further a framework based on the eigen-decomposition of the power grid network is used to study adversarial attacks aimed to minimize network resilience. The insights gained are used to design reinforcement measures to improve network resilience against such adversaries.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Structural Vulnerability of Power Grids to Disasters: Bounds and Reinforcement Measures
    Deka, Deepjyoti
    Vishwanath, Sriram
    2015 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT), 2015,
  • [2] Topological vulnerability of power grids to disasters: Bounds, adversarial attacks and reinforcement
    Deka, Deepjyoti
    Vishwanath, Sriram
    Baldick, Ross
    PLOS ONE, 2018, 13 (10):
  • [3] Structural Vulnerability Assessment of Electric Power Grids
    Koc, Yakup
    Warnier, Martijn
    Kooij, Robert
    Brazier, Frances
    2014 IEEE 11TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC), 2014, : 386 - 391
  • [4] Vulnerability Analysis of Power Grids Using Modified Centrality Measures
    Gutierrez, Francisco
    Barocio, E.
    Uribe, F.
    Zuniga, P.
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2013, 2013
  • [5] Structural vulnerability analysis of electric power distribution grids
    Koc, Yakup
    Raman, Abhishek
    Warnier, Martijn
    Kumar, Tarun
    International Journal of Critical Infrastructures, 2016, 12 (04) : 311 - 330
  • [6] Context-independent centrality measures underestimate the vulnerability of power grids
    Verma, Trivik
    Ellens, Wendy
    Kooij, Robert E.
    INTERNATIONAL JOURNAL OF CRITICAL INFRASTRUCTURES, 2015, 11 (01) : 62 - 81
  • [7] Revealing Structural and Functional Vulnerability of Power Grids to Cascading Failures
    Fang, Junyuan
    Wu, Jiajing
    Zheng, Zibin
    Tse, Chi K.
    IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2021, 11 (01) : 133 - 143
  • [8] The Structural Vulnerability Analysis of Power Grids Based on Overall Information Centrality
    Zhang, Yi-Jia
    Kang, Zhong-Jian
    Guo, Xin-Ling
    Lu, Zhe-Ming
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2016, E99D (03) : 769 - 772
  • [9] Using a Graph Cuts Approach to Analyze the Structural Vulnerability of the Power Grids
    Gutierrez, F.
    Nuno, J.
    Barocio, E.
    2014 IEEE CENTRAL AMERICA AND PANAMA CONVENTION (CONCAPAN XXXIV), 2014,
  • [10] Operating Power Grids during Natural Disasters
    Oner, Ahmet
    Abur, Ali
    2019 IEEE MILAN POWERTECH, 2019,