M. S. Kumar

Federated Multi-Agent Deep Reinforcement Learning for Distributed Voltage Stability in Active Distribution Systems

The integration of distributed energy resources into active distribution networks presents fundamental challenges for voltage regulation, with voltage violations affecting 23% of distribution feeders under high renewable penetration scenarios. Existing approaches, notably MADDPG and PPO-based methods, address multi-age...