Cyber resilience in renewable microgrids: A review of standards, challenges, and solutions

SH Rouhani, CL Su, S Mobayen, N Razmjooy, M Elsisi - Energy, 2024 - Elsevier
Increasing penetration of power electronic-based renewable energy generation resources,
decreasing total rotational inertia, and bidirectional power flow have changed the concept of …

K-means and alternative clustering methods in modern power systems

SM Miraftabzadeh, CG Colombo, M Longo… - IEEE …, 2023 - ieeexplore.ieee.org
As power systems evolve by integrating renewable energy sources, distributed generation,
and electric vehicles, the complexity of managing these systems increases. With the …

Cyber–physical anomaly detection for inverter-based microgrid using autoencoder neural network

T Tabassum, O Toker, MR Khalghani - Applied Energy, 2024 - Elsevier
Contemporary cyber–physical systems have evolved into highly autonomous and distributed
entities, enabled by cutting-edge control frameworks and advanced communication …

False data injection threats in active distribution systems: A comprehensive survey

MA Husnoo, A Anwar, N Hosseinzadeh… - Future Generation …, 2023 - Elsevier
With the proliferation of smart devices and revolutions in communications, electrical
distribution systems are gradually shifting from passive, manually-operated and inflexible …

Multiverse recurrent expansion with multiple repeats: A representation learning algorithm for electricity theft detection in smart grids

T Berghout, M Benbouzid… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Electricity theft, known as “Non-Technical Loss”(NTL) is certainly one of the priorities of
power distribution utilities. Indeed, NTL could lead to serious damage ranging from massive …

Chaos quasi-opposition crayfish based modified new controller designed for hybrid deregulated power environment considering cyber-attack

PP Singh, R Shankar, SN Singh - Chaos, Solitons & Fractals, 2024 - Elsevier
Frequency security is critical to the stability and dependability of the electrical systems. The
integration of renewable energy resources presents new challenges for power networks and …

A resilient frequency regulation for enhancing power system security against hybrid cyber-attacks

A Saxena, R Shankar, C Kumar… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Frequency Regulation (FR) is vulnerable to cyber-attacks due to their reliance on modern
communication technologies. These attacks can disrupt the coordination between sub …

Enhancing Cyber-Resilience of Power Systems' AGC Sensor Data by Time Series to Image Domain Encoding

SD Roy, S Debbarma - IEEE Transactions on Smart Grid, 2024 - ieeexplore.ieee.org
The shift to wide area networks (WANs) in power systems has introduced security
challenges. While research has focused on attack detection, adversaries can outsmart even …

Securing Power System Data in Motion by Timestamped Digital Text Watermarking

SD Roy, A Sharma, S Chakrabarti… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Modern power systems rely on Wide Area Network (WAN) for real-time data transmission
and control. However, integrating WAN introduces vulnerabilities that adversaries can …

Random subspace ensemble-based detection of false data injection attacks in automatic generation control systems

SM Alshareef - Heliyon, 2024 - cell.com
Abstract Automatic Generation Control (AGC) systems in smart grids are increasingly
vulnerable to cyber-attacks, particularly False Data Injection (FDI) attacks, due to their …