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Estimation of smart grid topology using SCADA measurements
conference contribution
posted on 2016-01-01, 00:00 authored by Adnan AnwarAdnan Anwar, A Mahmood, M PickeringPower grid topology is essential for various aspects of smart grid monitoring and operations. Recent studies show that by using the grid topology, an adversary can construct stealthy attacks that can cause significant disruption to power delivery and the critical infrastructure. This paper shows that the power grid topology can be approximately estimated simply by observing multiple power injection measurement data. We formulate the topology estimation problem as a blind convex optimization problem and solve using an efficient alternating direction method of multipliers (ADMM). To evaluate the performance, eigenvalue analysis and centrality measures from the complex network theory are used. Experimental results using IEEE test system demonstrate that the estimated grid topology is very close to the original topology and exhibits almost similar patterns and characteristics.
History
Event
IEEE Communications Society. Conference (7th : 2016 : Sydney, N.S.W.)Series
IEEE Communications Society ConferencePagination
539 - 544Publisher
Institute of Electrical and Electronics EngineersLocation
Sydney, N.S.W.Place of publication
Piscataway, N.J.Publisher DOI
Start date
2016-11-06End date
2016-11-09ISBN-13
9781509040759Language
engPublication classification
E1.1 Full written paper - refereedCopyright notice
2016, IEEEEditor/Contributor(s)
[Unknown]Title of proceedings
SmartGridComm 2016 : Proceedings of the 2016 IEEE International Conference on Smart Grid CommunicationsUsage metrics
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