Electromagnetic Transients-Based Detection of Data Manipulation Attacks in Three Phase Radial Distribution Networks

R. James Kumar Rajasekaran, Biplab Sikdar, Deepa Kundur

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1 Citation (Scopus)

Abstract

This article presents a detection technique for data manipulation attacks in distribution systems using transient information present in the measurements. This technique is based on the fact that any legitimate changes in the system will have a transient response which can be measured by the monitoring system. An algorithm is developed for obtaining the transient solution for three-phase distribution networks. A backward–forward sweep technique is developed for the proposed radial electromagnetic transient program (EMTP) which exploits the radial structure of distribution network. An inclusive transient model compatible with the proposed three-phase radial EMTP for three-phase synchronous generators is also developed. The proposed radial EMTP has been benchmarked with conventional EMTP with 5-bus and 22-bus radial distribution systems and with the same test systems, the proposed detection functionality is evaluated. It is shown that the transient solution provided by radial EMTP are in agreement with the results of conventional EMTP. It is also demonstrated that the deviations between the measured values and the solution of the radial EMTP increase significantly during the transient period when a data manipulation attack is carried out.
Original languageEnglish
Pages (from-to)667-677
Number of pages11
JournalIEEE Transactions on Industry Applications
Volume58
Issue number1
Early online date12 Nov 2021
DOIs
Publication statusPublished - Jan 2022
Externally publishedYes

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