77 citations · 253 across the 15 of their papers we have counts for
3 papers · 1 filter
Impact of spatiotemporal heterogeneity in heat pump loads on generation and storage requirements
Claire E. Halloran, Filiberto Fele, Malcolm D. McCulloch
This paper investigates how spatiotemporal heterogeneity in inflexible residential heat pump loads affects the need for storage and generation in the electricity system under busin…
Scalable multi-agent reinforcement learning for distributed control of residential energy flexibility
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. Cooperating agents learn to control the flexi…
Coordination of resources at the edge of the electricity grid: systematic review and taxonomy
Flora Charbonnier, Thomas Morstyn, Malcolm McCulloch
This paper proposes a novel taxonomy of coordination strategies for distributed energy resources at the edge of the electricity grid, based on a systematic analysis of key literatu…