30 citations · 40 across the 3 of their papers we have counts for
3 papers
Communication Delay Robust Control of BESS for AI Training Load Smoothing
Xue Lyu, Wei Du, Sheik Mohammad Mohiuddin +1
AI training loads can exhibit rapid power fluctuations because their power demand differs significantly between computational and communication phases, creating challenging ramp ra…
Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations
Sayak Mukherjee, Ramij R. Hossain, Sheik M. Mohiuddin +7
Improving system-level resiliency of networked microgrids is an important aspect with increased population of inverter-based resources (IBRs). This paper (1) presents resilient con…
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…