• DocumentCode
    597122
  • Title

    Nonintrusive load detection algorithm based on variations in power consumption

  • Author

    Ardeleanu, Andrei Sebastian ; Donciu, C.

  • Author_Institution
    Fac. of Electr. Eng., Gheorghe Asachi Tech. Univ. of Iasi, Iaşi, Romania
  • fYear
    2012
  • fDate
    25-27 Oct. 2012
  • Firstpage
    309
  • Lastpage
    313
  • Abstract
    Each electrical appliance has its own pattern of using the electricity. Identifying these patterns can lead to a disaggregation of the entire electricity consumption. This disaggregation, brought to the user, offers a better understanding on how the electricity is consumed inside his home. Also the information obtained from this process brings to the user the power to detect possibilities to reduce its consumption and also its electrical bills, in the context of a world where prices are getting higher each day. This paper presents a new algorithm which detects electrical consumers based on power consumption. The system successfully detects two-state (on-off) and also multi-state devices.
  • Keywords
    load forecasting; power consumption; disaggregation; electrical appliance; electrical bills; electrical consumers; electricity consumption; multistate devices; nonintrusive load detection algorithm; own pattern; power consumption; variations; Harmonic analysis; Home appliances; Monitoring; Power demand; Reactive power; Steady-state; Transient analysis; electric load signature; load detection; nonintrusive load monitoring;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Power Engineering (EPE), 2012 International Conference and Exposition on
  • Conference_Location
    Iasi
  • Print_ISBN
    978-1-4673-1173-1
  • Type

    conf

  • DOI
    10.1109/ICEPE.2012.6463913
  • Filename
    6463913