Source Authentication of Distribution Synchrophasors for Cybersecurity of Microgrids

Cui, Yi; Bai, Feifei; Yan, Ruifeng; Saha, Tapan; Ko, Ryan L.; Liu, Yilu

doi:10.1109/tsg.2021.3089041

Source Authentication of Distribution Synchrophasors for Cybersecurity of Microgrids

Journal Article · Mon Jun 14 00:00:00 EDT 2021 · IEEE Transactions on Smart Grid

DOI:https://doi.org/10.1109/tsg.2021.3089041· OSTI ID:1840179

^[1]; ^[1]; ^[1]; ^[1]; Ko, Ryan L. ^[1]; ^[2]

Univ. of Queensland, Brisbane, QLD (Australia)
Univ. of Tennessee, Knoxville, TN (United States); Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)

This letter proposes a hybrid approach combining Self-Adaptive Mathematical Morphology (SAMM) and Time-Frequency (TF) techniques to authenticate the source information of Distribution Synchrophasors (DS) within near-range locations. The SAMM can adaptively regulate the synchrophasors variations which are representatives of local environmental characteristics. Subsequently, TF mapping is employed to extract informative signatures from the regulated synchrophasors variation. Finally, Random Forest Classification (RFC) is used to correlate the extracted signatures with the source information based on the derived TF mapping. Experiment results using DS collected at multiple small geographical scales validated the proposed methodology.

View Accepted Manuscript (DOE)

Research Organization:: Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring Organization:: Advance Queensland Platform Technology Program; National Science Foundation (NSF); USDOE

Grant/Contract Number:: AC05-00OR22725

OSTI ID:: 1840179

Journal Information:: IEEE Transactions on Smart Grid, Journal Name: IEEE Transactions on Smart Grid Journal Issue: 5 Vol. 12; ISSN 1949-3053

Publisher:: IEEECopyright Statement

Country of Publication:: United States

Language:: English

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24 POWER TRANSMISSION AND DISTRIBUTION
Distribution network
authentication
cyber-physical security
data mining
feature extraction
phasor measurement units
source authentication
synchrophasors
testing
time-frequency analysis
training

Source Authentication of Distribution Synchrophasors for Cybersecurity of Microgrids

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