• DocumentCode
    1686494
  • Title

    Automatic recognition of major end-uses in disaggregation of home energy display data

  • Author

    Zeifman, Michael ; Roth, K. ; Stefan, Johannes

  • Author_Institution
    Fraunhofer Center for Sustainable Energy Syst., Cambridge, MA, USA
  • fYear
    2013
  • Firstpage
    104
  • Lastpage
    105
  • Abstract
    Disaggregation can make actionable the information provided by home energy displays or smart meters. However, the known disaggregation methods require training to match disaggregated data to actual appliances. We propose a statistical approach for automatic matching between the disaggregated data and major end-uses.
  • Keywords
    smart meters; automatic recognition; disaggregated data; disaggregation; home energy display data; smart meters; statistical approach; Accuracy; Consumer electronics; Home appliances; Joints; Lighting; Power demand; TV;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (ICCE), 2013 IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • ISSN
    2158-3994
  • Print_ISBN
    978-1-4673-1361-2
  • Type

    conf

  • DOI
    10.1109/ICCE.2013.6486814
  • Filename
    6486814
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1686494