Decentralized Coordination of Distributed Energy Resources through Local Energy Markets and Deep Reinforcement Learning

arXiv:2404.13142v1 Announce Type: cross
Abstract: As the energy landscape evolves toward sustainability, the accelerating integration of distributed energy resources poses challenges to the operability and reliability of the electricity grid. One significant aspect of this issue is the notable increase in net load variability at the grid edge. Transactive energy, implemented through local energy markets, has recently garnered attention as a promising solution to address the grid challenges in the form of decentralized, indirect demand response on a community level. …

abstract arxiv challenges cs.ai cs.lg cs.ma cs.sy decentralized distributed eess.sy electricity energy grid integration issue landscape markets operability reinforcement reinforcement learning reliability resources sustainability through type