Identification of Intraday False Data Injection Attack on DER Dispatch Signals

Kim, Jip; Bhela, Siddharth; Anderson, James; Zussman, Gil

doi:10.1109/smartgridcomm52983.2022.9960974

Identification of Intraday False Data Injection Attack on DER Dispatch Signals

Conference · 25 October 2022 · 2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)

DOI:https://doi.org/10.1109/smartgridcomm52983.2022.9960974· OSTI ID:1989807

Kim, Jip ^[1]; Bhela, Siddharth ^[2]; Anderson, James ^[1]; Zussman, Gil ^[1]

Columbia University,Department of Electrical Engineering,New York,NY,10027
Siemens Technology,Princeton,NJ,08540

The urgent need for the decarbonization of power girds has accelerated the integration of renewable energy. Con-currently the increasing distributed energy resources (DER) and advanced metering infrastructures (AMI) have transformed the power grids into a more sophisticated cyber-physical system with numerous communication devices. While these transitions provide economic and environmental value, they also impose increased risk of cyber attacks and operational challenges. This paper investigates the vulnerability of the power grids with high renewable penetration against an intraday false data injection (FDI) attack on DER dispatch signals and proposes a kernel support vector regression (SVR) based detection model as a countermeasure. The intraday FDI attack scenario and the detection model are demonstrated in a numerical experiment using the HCE 187-bus test system.

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Research Organization:: Columbia Univ., New York, NY (United States)

Sponsoring Organization:: USDOE Office of Energy Efficiency and Renewable Energy (EERE)

DOE Contract Number:: EE0008769

OSTI ID:: 1989807

Journal Information:: 2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Conference: 2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) 25-28 October 2022 Singapore

Country of Publication:: United States

Language:: English

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