Smart substation communications and cybersecurity: A comprehensive survey

J Gaspar, T Cruz, CT Lam… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Electrical grids generate, transport, distribute and deliver electrical power to consumers
through a complex Critical Infrastructure which progressively shifted from an air-gaped to a …

Sampled value attack detection for busbar differential protection based on a negative selection immune system

J Mo, H Yang - Journal of Modern Power Systems and Clean …, 2022 - ieeexplore.ieee.org
Considering a variety of sampled value (SV) attacks on busbar differential protection (BDP)
which poses challenges to conventional learning algorithms, an algorithm to detect SV …

Adversarial attack mitigation strategy for machine learning-based network attack detection model in power system

R Huang, Y Li - IEEE Transactions on Smart Grid, 2022 - ieeexplore.ieee.org
The network attack detection model based on machine learning (ML) has received extensive
attention and research in PMU measurement data protection of power systems. However …

A Review of Uncertainties in Power Systems—Modeling, Impact, and Mitigation

H Hu, SS Yu, H Trinh - Designs, 2024 - mdpi.com
A comprehensive review of uncertainties in power systems, covering modeling, impact, and
mitigation, is essential to understand and manage the challenges faced by the electric grid …

Relay protection and automation algorithms of electrical networks based on simulation and machine learning methods

A Kulikov, A Loskutov, D Bezdushniy - Energies, 2022 - mdpi.com
The tendencies and perspective directions of development of modern digital devices of relay
protection and automation (RPA) are considered. One of the promising ways to develop …

Automated cybersecurity tester for IEC61850-based digital substations

J Hong, TJ Song, H Lee, A Zaboli - Energies, 2022 - mdpi.com
Power substations are the crucial nodes of an interconnected grid, serving as the points
where power is transferred from the transmission/distribution grids to the loads. However …

A General Real-Time Cyberattack Risk Assessment Method for Distribution Network Involving the Influence of Feeder Automation System

R Zeng, Y Cao, Y Li, S Hu, X Shao, L Xie… - … on Smart Grid, 2023 - ieeexplore.ieee.org
The power system has become the key target of national cyber confrontation. To enhance
the risk management capability of the distribution network (DN) while assessing the …

Light-weight and robust network intrusion detection for cyber-attacks in digital substations

MF Elrawy, L Hadjidemetriou… - 2021 IEEE PES …, 2021 - ieeexplore.ieee.org
The Generic Object-Oriented Substation Events (GOOSE) protocol has been proposed to
exchange critical events between intelligent electronic devices (ie, protection relays) in real …

Operational issues on adaptive protection of microgrids due to cyber attacks

D Gutierrez-Rojas, I Demidov, A Kontou… - … on Circuits and …, 2023 - ieeexplore.ieee.org
This brief shows how false data injection attacks (FDIAs) affect adaptive projection in
microgrids. Specifically, we implemented a directional over-current relay in the CIGRE low …

Metrics and Strategies Used in Power Grid Resilience

CA Vega Penagos, JL Diaz, OF Rodriguez-Martinez… - Energies, 2023 - mdpi.com
This article provides a comprehensive review of power grid resilience, including current
metrics and definitions, as well as the procedures used to ensure and improve the resilience …