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Found 4 papers, 1 papers with code
Home Electricity Data Generator (HEDGE): An open-access tool for the generation of electric vehicle, residential demand, and PV generation profiles
We fill these gaps with the open-access HEDGE tool which generates data sequences of energy data for several days in a way that is consistent for single homes, both in terms of profile magnitude and behavioural clusters.
Centralised rehearsal of decentralised cooperation: Multi-agent reinforcement learning for the scalable coordination of residential energy flexibility
This paper investigates how deep multi-agent reinforcement learning can enable the scalable and privacy-preserving coordination of residential energy flexibility.
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.
Coordination of resources at the edge of the electricity grid: systematic review and taxonomy
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 literature trends.
