68 citations · 116 across the 14 of their papers we have counts for
5 papers · 1 filter
Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning
Sayak Mukherjee, Ramij R. Hossain, Yuan Liu +6
This paper presents a novel federated reinforcement learning (Fed-RL) methodology to enhance the cyber resiliency of networked microgrids. We formulate a resilient reinforcement le…
Improved microgrid resiliency through distributionally robust optimization under a policy-mode framework
Nawaf Nazir, Thiagarajan Ramachandaran, Soumya Kundu +1
Critical energy infrastructure are constantly understress due to the ever increasing disruptions caused by wildfires, hurricanes, other weather related extreme events and cyber-att…
A critical review of cyber-physical security for building automation systems
Guowen Li, Lingyu Ren, Yangyang Fu +7
Modern Building Automation Systems (BASs), as the brain that enables the smartness of a smart building, often require increased connectivity both among system components as well as…
Resilient Communication Scheme for Distributed Decision of InterconnectingNetworks of Microgrids
Thanh Long Vu, Sayak Mukherjee, Veronica Adetola
Networking of microgrids can provide the operational flexibility needed for the increasing number of DERs deployed at the distribution level and supporting end-use demand when ther…
Optimization-Based Resiliency Verification in Microgrids via Maximal Adversarial Set Characterization
Nawaf Nazir, Thiagarajan Ramachandran, Saptarshi Bhattacharya +3
Critical energy infrastructures are increasingly relying on advanced sensing and control technologies for efficient and optimal utilization of flexible energy resources. Algorithmi…