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ZENODO
Dataset . 2024
Data sources: ZENODO
ZENODO
Dataset . 2024
Data sources: Datacite
ZENODO
Dataset . 2024
Data sources: Datacite
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Faraday Synthetic Data Outputs

Research datakeyboard_double_arrow_right Dataset 30 Aug 2024Publisher:Zenodo
Authors: Sheng, Chai; Chadney, Gus;

doi: 10.5281/zenodo.13618456 , 10.5281/zenodo.13618455

Faraday Synthetic Data Outputs

Abstract

This dataset contains 10 million synthetic load profiles of trained on over 300M smart meter readings from 20K Octopus Energy UK households sampled between 2021 and 2022, and is conditioned on labels such as the: Property types: house, flat, terraced, detached, semi-detached etc Energy performance certificate (EPC) rating: A/B/C, D/E, F/G etc Low Carbon Technology (LCT) ownership: heat pumps, electric vehicles, solar PVs etc Seasonality: days of the week and month of the year For more information about Faraday, please refer to the workshop paper that Centre for Net Zero presented at ICLR 2024. For more information about OpenSynth, please visit our Github repository https://github.com/OpenSynth-energy/OpenSynth. For more news and updates on OpenSynth, please subscribe to our mailing list here.

Keywords

Synthetic Data, OpenSynth, Synthetic Smart Meter Data

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average