77 citations · 253 across the 15 of their papers we have counts for
3 papers · 1 filter
Optimal sizing of solar photovoltaic and lithium battery storage to reduce grid electricity reliance in buildings
Han Kun Ren, Malcolm McCulloch, David Wallom
In alignment with the Paris Agreement, the city of Oxford in the UK aims to become carbon neutral by 2040. Renewable energy help achieve this target by reducing the reliance on car…
Centralised rehearsal of decentralised cooperation: Multi-agent reinforcement learning for the scalable coordination of residential energy flexibility
Flora Charbonnier, Bei Peng, Thomas Morstyn +1
This paper investigates how deep multi-agent reinforcement learning can enable the scalable and privacy-preserving coordination of residential energy flexibility. The coordination…
An Insurance Paradigm for Improving Power System Resilience via Distributed Investment
Farhad Billimoria, Filiberto Fele, Iacopo Savelli +2
Extreme events, exacerbated by climate change, pose significant risks to the energy system and its consumers. However there are natural limits to the degree of protection that can…