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Topological vulnerability of power grids to disasters: Bounds, adversarial attacks and reinforcement.

Authors :
Deka, Deepjyoti
Vishwanath, Sriram
Baldick, Ross
Source :
PLoS ONE; 10/12/2018, Vol. 13 Issue 10, p1-18, 18p
Publication Year :
2018

Abstract

Natural disasters like hurricanes, floods or earthquakes can damage power grid devices and create cascading blackouts and islands. The nature of failure propagation and extent of damage, among other factors, is dependent on the structural features of the grid, that are distinct from that of random networks. This paper analyzes the structural vulnerability of real power grids to impending disasters and presents intuitive graphical metrics to quantify the extent of topological damage. We develop two improved graph eigen-value based bounds on the grid vulnerability. Further we study adversarial attacks aimed at weakening the grid’s structural robustness and present three combinatorial algorithms to determine the optimal topological attack. Simulations on power grid networks and comparison with existing work show the improvements of the proposed measures and attack schemes. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
13
Issue :
10
Database :
Complementary Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
132359306
Full Text :
https://doi.org/10.1371/journal.pone.0204815