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Impact of spatiotemporal heterogeneity in heat pump loads on generation and storage requirements
Homogeneous and heterogeneous heat pump loads are generated using population-weighted average and local temperature, respectively, assuming complete residential heat pump penetration.
Scalable multi-agent reinforcement learning for distributed control of residential energy flexibility
This paper proposes a novel scalable type of multi-agent reinforcement learning-based coordination for distributed residential energy.
Distributionally Robust Joint Chance-Constrained Optimization for Networked Microgrids Considering Contingencies and Renewable Uncertainty
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.
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