REFIT: Electrical Load Measurements

Dataset

Description

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 available2015
PublisherUniversity of Strathclyde
Temporal coverageOct 2013 - Jun 2015
Date of data production18 Sep 2015
Geographical coverageUnited Kingdom, Loughborough

Research Output

  • 6 Article
  • 3 Paper
  • 1 Conference contribution book

Improving event-based non-intrusive load monitoring using graph signal processing

Zhao, B., He, K., Stankovic, L. & Stankovic, V., 20 Sep 2018, In : IEEE Access. p. 1-15 15 p.

Research output: Contribution to journalArticle

Open Access
File
  • 15 Citations (Scopus)
    131 Downloads (Pure)
    Open Access
    File
  • 55 Citations (Scopus)
    211 Downloads (Pure)

    Low-complexity energy disaggregation using appliance load modelling

    Altrabalsi, H., Stankovic, V., Liao, J. & Stankovic, L., 5 Jan 2016, In : AIMS Energy. 4, 1, p. 884-905 21 p.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 251 Downloads (Pure)

    Projects

  • Activities

    • 1 Participation in workshop, seminar, course
    • 1 Membership of council
    • 1 Invited talk

    21st century standards and labelling programmes

    Lina Stankovic (Invited speaker)
    16 Dec 2015

    Activity: Participating in or organising an event typesParticipation in workshop, seminar, course

    Domestic Energy Feedback Research focusing on Functionality and Uses of Smart Metering

    Lina Stankovic (Contributor)
    3 Feb 2015

    Activity: Talk or presentation typesInvited talk

    Department of Energy and Climate Change (External organisation)

    Lina Stankovic (Advisor)
    26 Jan 2015

    Activity: Membership typesMembership of council

    Cite this

    Murray, D. (Creator), Stankovic, L. (Supervisor) (2015). REFIT: Electrical Load Measurements. University of Strathclyde. REFITREADME(.txt), REFITPowerData111215(.7z), RAW_READ_ME_081116(.txt), REFIT_RAW_081116(.7z), MetaData_Tables(.xlsx). 10.15129/31da3ece-f902-4e95-a093-e0a9536983c4