no code implementations • 23 Nov 2023 • Rebecca Perriment, Volkan Kumtepeli, Malcolm McCulloch, David Howey
Corrosion is the dominant ageing mechanisms in all cases apart from the highest use case.
1 code implementation • 2 Oct 2023 • Flora Charbonnier, Thomas Morstyn, Malcolm McCulloch
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.
no code implementations • 6 Jun 2023 • Han Kun Ren, Malcolm McCulloch, David Wallom
This research seeks to optimally size solar photovoltaic and lithium battery storage systems, reducing Oxford's grid electricity reliance in buildings.
no code implementations • 30 May 2023 • Flora Charbonnier, Bei Peng, Thomas Morstyn, Malcolm McCulloch
This paper investigates how deep multi-agent reinforcement learning can enable the scalable and privacy-preserving coordination of residential energy flexibility.
no code implementations • 2 Feb 2023 • Farhad Billimoria, Filiberto Fele, Iacopo Savelli, Thomas Morstyn, Malcolm McCulloch
Extreme events, exacerbated by climate change, pose significant risks to the energy system and its consumers.
no code implementations • 8 Feb 2022 • 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 literature trends.
no code implementations • 28 Jun 2021 • Farhad Billimoria, Filiberto Fele, Iacopo Savelli, Thomas Morstyn, Malcolm McCulloch
Securing an adequate supply of dispatchable resources is critical for keeping a power system reliable under high penetrations of variable generation.
no code implementations • 26 Mar 2019 • Liyang Han, Thomas Morstyn, Constance Crozier, Malcolm McCulloch
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.