DocumentCode
79314
Title
On the Exact Solution to a Smart Grid Cyber-Security Analysis Problem
Author
Kin Cheong Sou ; Sandberg, Henrik ; Johansson, Karl H.
Author_Institution
Autom. Control Lab., KTH R. Inst. of Technol., Stockholm, Sweden
Volume
4
Issue
2
fYear
2013
fDate
Jun-13
Firstpage
856
Lastpage
865
Abstract
This paper considers a smart grid cyber-security problem analyzing the vulnerabilities of electric power networks to false data attacks. The analysis problem is related to a constrained cardinality minimization problem. The main result shows that an relaxation technique provides an exact optimal solution to this cardinality minimization problem. The proposed result is based on a polyhedral combinatorics argument. It is different from well-known results based on mutual coherence and restricted isometry property. The results are illustrated on benchmarks including the IEEE 118-bus, IEEE 300-bus, and the Polish 2383-bus and 2736-bus systems.
Keywords
SCADA systems; computerised instrumentation; power engineering computing; security of data; smart power grids; 2736-bus system; IEEE 118-bus system; IEEE 300-bus system; Polish 2383-bus system; constrained cardinality minimization problem; electric power network; exact solution; false data attack; polyhedral combinatoric; smart grid cyber security analysis problem; Atmospheric measurements; Indexes; Particle measurements; Power measurement; Security; Transmission line measurements; Vectors; Operation research; optimization methods; power network state estimation; security;
fLanguage
English
Journal_Title
Smart Grid, IEEE Transactions on
Publisher
ieee
ISSN
1949-3053
Type
jour
DOI
10.1109/TSG.2012.2230199
Filename
6473867
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