Reviewing Control Paradigms and Emerging Trends of Grid-Forming Inverters—A Comparative Study
Grid-forming inverters (GFMs) have emerged as crucial components in modern power
systems, facilitating the integration of renewable energy sources and enhancing grid …
systems, facilitating the integration of renewable energy sources and enhancing grid …
Regional-privacy-preserving operation of networked microgrids: Edge-cloud cooperative learning with differentiated policies
Privacy preservation and coordination of networked microgrids (NMGs) are conventionally
contradictory objectives. To address this, this paper proposes a regional-privacy-preserving …
contradictory objectives. To address this, this paper proposes a regional-privacy-preserving …
An innovative multi-agent approach for robust cyber–physical systems using vertical federated learning
Federated learning presents a compelling approach to training artificial intelligence systems
in decentralized settings, prioritizing data safety over traditional centralized training …
in decentralized settings, prioritizing data safety over traditional centralized training …
Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations
S Mukherjee, RR Hossain… - … on Smart Grid, 2024 - ieeexplore.ieee.org
Improving system-level resiliency of networked microgrids against adversarial cyber-attacks
is an important aspect in the current regime of increased inverter-based resources (IBRs). To …
is an important aspect in the current regime of increased inverter-based resources (IBRs). To …
Lessons learned in designing a cyber reinforcement learning competition
This paper details the lessons learned from designing a specialized competition focused on
network attack simulation, specifically emphasizing lateral movement in networks. Our …
network attack simulation, specifically emphasizing lateral movement in networks. Our …
Advanced computational techniques for improving resilience of critical energy infrastructure under cyber-physical attacks
Critical energy infrastructure has undergone significant changes in the past decades, which
has made these systems more vulnerable to breakdowns due to the uncertainty and …
has made these systems more vulnerable to breakdowns due to the uncertainty and …