About this document
PowerNet: MARL for Powergrid Control by pau.fisco is a document available to read on EtoBox.
This paper presents PowerNet, a multi-agent deep reinforcement learning algorithm designed for decentralized secondary voltage control in inverter-based microgrids. By utilizing a novel spatial discount factor and a learning-based communication protocol, PowerNet enhances training efficiency and scalability, outperforming traditional model-based methods and several state-of-the-art MARL algorithms. The research demonstrates the potential of cooperative control in improving grid resilience and operational ef
- Author
- pau.fisco
- Language
- EN