• DocumentCode
    1477062
  • Title

    Nonintrusive appliance load monitoring: Review and outlook

  • Author

    Zeifman, Michael ; Roth, Kurt

  • Author_Institution
    Fraunhofer Center for Sustainable Energy Syst., Cambridge, MA, USA
  • Volume
    57
  • Issue
    1
  • fYear
    2011
  • fDate
    2/1/2011 12:00:00 AM
  • Firstpage
    76
  • Lastpage
    84
  • Abstract
    Consumer systems for home energy management can provide significant energy saving. Such systems may be based on nonintrusive appliance load monitoring (NIALM), in which individual appliance power consumption information is disaggregated from single-point measurements. The disaggregation methods constitute the most important part of NIALM systems. This paper reviews the methodology of consumer systems for NIALM in residential buildings.
  • Keywords
    domestic appliances; energy management systems; power consumption; appliance power consumption information; consumer systems; disaggregation methods; energy saving; home energy management; nonintrusive appliance load monitoring; residential buildings; single-point measurements; Accuracy; Harmonic analysis; Home appliances; Monitoring; Reactive power; Training; Transient analysis; current waveform; disaggregation algorithm; energy management; signal features;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2011.5735484
  • Filename
    5735484
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1477062