The REFIT Electrical Load Measurements dataset includes raw electrical consumption data in Watts for 20 households at aggregate and appliance level, timestamped and sampled at 8 second intervals. This dataset is intended to be used for research into energy conservation and advanced energy services, ranging from non-intrusive appliance load monitoring, demand response measures, tailored energy and retrofit advice, appliance usage analysis, consumption and time-use statistics and smart home/building automation. Please refer to the linked paper below for more details.
When using this dataset please cite the following paper in Scientific Data, http://dx.doi.org/10.1038/sdata.2016.122
This work has been carried out as part of the REFIT project (`Personalised Retrofit Decision Support Tools for UK Homes using Smart Home Technology', Grant Reference EP/K002368/1/1). REFIT is a consortium of three universities - Loughborough, Strathclyde and East Anglia - and ten industry stakeholders funded by the Engineering and Physical Sciences Research Council (EPSRC) under the Transforming Energy Demand in Buildings through Digital Innovation (BuildTEDDI) funding programme.
A cleaned data version of this dataset (deposited 16/06/2016) is also available from the Data Sets link below.
|Date made available||2015|
|Publisher||University of Strathclyde|
|Temporal coverage||Oct 2013 - Jun 2015|
|Date of data production||18 Sep 2015|
|Geographical coverage||United Kingdom, Loughborough|