no code implementations • 1 Apr 2022 • Claire E. Halloran, Filiberto Fele, Malcolm D. McCulloch
Homogeneous and heterogeneous heat pump loads are generated using population-weighted average and local temperature, respectively, assuming complete residential heat pump penetration.
no code implementations • 7 Mar 2022 • Flora Charbonnier, Thomas Morstyn, Malcolm D. McCulloch
This paper proposes a novel scalable type of multi-agent reinforcement learning-based coordination for distributed residential energy.
no code implementations • 24 Sep 2021 • Yifu Ding, Thomas Morstyn, Malcolm D. McCulloch
In light of a reliable and resilient power system under extreme weather and natural disasters, networked microgrids integrating local renewable resources have been adopted extensively to supply demands when the main utility experiences blackouts.