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EDC Serial Number
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EDC0000137 |
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Title
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UK Domestic Appliance Level Electricity(UK-DALE-2017)-Disaggregated appliance/whole house power |
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Data Location
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https://data.ukedc.rl.ac.uk/browse/edc/efficiency/residential/EnergyConsumption/Domestic/UK-DALE-2017/UK-DALE-FULL-disaggregated
EDC Stored Dataset
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Description
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Appliance-by-appliance and whole-home power demand for 5 UK homes recorded approximately once every 6s. Each appliance has a separate time series file channel_nn.dat and most have a channel_nn_button_press.dat file indicating switching events. This data set includes and extends UK-DALE-2015 disaggregated. |
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DOI
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10.5286/UKERC.EDC.000004 |
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Sector
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Domestic |
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Coverage
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England
London
Start: 09/11/2012
End: 26/04/2017
|
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Usage Rights for this Data
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Open Access
This data may be freely used for any purpose
|
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Data Type
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Time Series |
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Parameter Names
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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-2017/UK-DALE-FULL-disaggregated/metadata |
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Units
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25 x Appliances |
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Number of Records
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> 970,000,000 |
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IEA Category
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Residential and commercial
|
|
Creator of the Data
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Jack Kelly, Imperial College |
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Data made available by
|
Jack Kelly, Imperial College |
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Format
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Various |
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Language
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English |
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Project
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Domestic Energy Use |
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Related Datasets
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See all related datasets
|
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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.
This data set includes and extends UK-DALE-2015 disaggregated. The disaggregated UK-DALE-2015 data are available as separate .dat files. This data set is available as a single zip file of the full set of plain text .dat files or as a single zip of the full set of HDF5 format data.
There is further information on UK-DALE-2015, which is also relevant to this data set, in 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/.
There is a README associated with these data at ReadMe_DALE-2017 (#Disaggregated section) and further meta data on the houses and appliances at http://data.ukedc.rl.ac.uk/simplebrowse/edc/efficiency/residential/EnergyConsumption/Domestic/UK-DALE-2017/UK-DALE-FULL-disaggregated/metadata.
Data are available for each house as follows:
House 1: start 09/11/2012, end 26/04/2017
House 2: start 17/02/2013, end 10/10/2013
House 3: start 27/02/2013, end 08/04/2013
House 4: start 09/03/2013, end 01/10/2013
House 5: start 29/06/2014, end 13/11/2014 |
UKERC Energy Data Centre 
