• DocumentCode
    2510370
  • Title

    A novel nonintrusive load monitoring system based on the S-Transform

  • Author

    Martins, J.F. ; Lopes, Rui ; Lima, Celson ; Romero-Cadaval, E. ; Vinnikov, D.

  • Author_Institution
    CTS/UNINOVA, FCT/UNL, Lisbon, Portugal
  • fYear
    2012
  • fDate
    24-26 May 2012
  • Firstpage
    973
  • Lastpage
    978
  • Abstract
    This paper presents a new nonintrusive load identification method for home appliances, supported by a computational tool. Load identification is a major topic for emergent concepts such as smart homes and smart grids. The nonintrusive identification is performed using both current and voltage signals acquired from power meter. The method is based on the use of the S-Transform, where the obtained patterns perfectly allow the identification of distinct home appliances. Preliminary experimental results are presented in order to show the effectiveness of the proposed method.
  • Keywords
    Fourier transforms; domestic appliances; identification; load (electric); power engineering computing; power meters; S-transform; current signals; home appliances; load identification; nonintrusive load monitoring system; power meter; voltage signals; Data acquisition; Data processing; Databases; Home appliances; Monitoring; Smart grids; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Optimization of Electrical and Electronic Equipment (OPTIM), 2012 13th International Conference on
  • Conference_Location
    Brasov
  • ISSN
    1842-0133
  • Print_ISBN
    978-1-4673-1650-7
  • Electronic_ISBN
    1842-0133
  • Type

    conf

  • DOI
    10.1109/OPTIM.2012.6231777
  • Filename
    6231777