Data Catalogue - Discover UK Domestic Appliance Level Electricity (UK-DALE) - Disaggregated appliance/aggregated house power
UK Domestic Appliance Level Electricity (UK-DALE) - Disaggregated appliance/aggregated house power
Description:
Appliance-by-appliance and whole-home power demand for 5 UK homes recorded approximately once every 6s. For 3 of the homes, whole-home data was also recorded at 1s and 16kHz
Data is stored in individual directories for each house. Each appliance has a separate time series file channel_nn.dat and most have a channel_nn_button_press.dat file indicating switching events (see Other Information).
NOTE to UK-DALE data users: the UK-DALE data sets are large. It may not be possible to download all the data in one go.
See Kelly, J. and Knottenbelt, W. The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes. Sci. Data 2:150007 doi: 10.1038/sdata.2015.7 (2015). arXiv:1404.0284 (2015)This data is made freely available under Creative Commons Attribution 4.0 International (CC BY 4.0). See more at https://creativecommons.org/licenses/by/4.0/
Creator:
Jack Kelly, Imperial College
Publisher:
Jack Kelly, Imperial College
Citation (APA Style 7th Edition):
Jack Kelly, Imperial College (2012). UK Domestic Appliance Level Electricity (UK-DALE) - Disaggregated appliance/aggregated house power [Data set]. Jack Kelly, Imperial College. https://doi.org/10.5286/UKERC.EDC.000001
Energy Category
Field Dates:
09/11/2012 - 05/01/2015
Data Date Range:
09/11/2012 - 05/01/2015
Data type:
Time Series
Data format:
text/csv
Language:
English
Number of Units:
25
Unit Type:
Appliance
Number of Records:
>10,000
Parameters:
Detailed metadata (using the NILM Metadata Schema) relating to the houses and their meters is available at http://data.ukedc.rl.ac.uk/simplebrowse/edc/efficiency/residential/EnergyConsumption/Domestic/UK-DALE-2015/UK-DALE-disaggregated/metadata
Rights:
CC-BY
Rights Overview:
This license allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. Credit must be given to the creator.
Further information:
Region:
Sector:
Subject:
Related Project:
No related project
Related Datasets:
No related datasets
The Energy Data Centre works in collaboration with the CEDA Archive to provide this information
