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Found 8 papers, 1 papers with code
Lead-acid battery lifetime extension in solar home systems under different operating conditions
Corrosion is the dominant ageing mechanisms in all cases apart from the highest use case.
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.
Optimal sizing of solar photovoltaic and lithium battery storage to reduce grid electricity reliance in buildings
This research seeks to optimally size solar photovoltaic and lithium battery storage systems, reducing Oxford's grid electricity reliance in buildings.
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.
An Insurance Paradigm for Improving Power System Resilience via Distributed Investment
Extreme events, exacerbated by climate change, pose significant risks to the energy system and its consumers.
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.
On the Design of an Insurance Mechanism for Reliability Differentiation in Electricity Markets
Securing an adequate supply of dispatchable resources is critical for keeping a power system reliable under high penetrations of variable generation.
Improving the Scalability of a Prosumer Cooperative Game with K-Means Clustering
Among the various market structures under peer-to-peer energy sharing, one model based on cooperative game theory provides clear incentives for prosumers to collaboratively schedule their energy resources.
