• DocumentCode
    1763456
  • Title

    Incorporating Non-Intrusive Load Monitoring Into Building Level Demand Response

  • Author

    Dawei He ; Weixuan Lin ; Nan Liu ; Harley, Ronald G. ; Habetler, Thomas G.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
  • Volume
    4
  • Issue
    4
  • fYear
    2013
  • fDate
    Dec. 2013
  • Firstpage
    1870
  • Lastpage
    1877
  • Abstract
    This paper brings the application of non-intrusive load monitoring (NILM) into demand response (DR). NILM is usually applied to identify the major loads in buildings, which is very promising in meeting the load monitoring requirements of demand response. Unlike the traditional approach of NILM in energy auditing, a new NILM system for DR is established based on a comprehensive analysis on the requirement of demand response. The new system is designed from both hardware and software aspects with a more practical load space and a more explicit measuring criteria. The ultimate goal of this paper is to pave the road for the future researchers to work in NILM for demand response.
  • Keywords
    auditing; demand side management; power markets; power system measurement; DR; NILM; energy auditing; explicit measuring criteria; level demand response; load space; nonintrusive load monitoring; Buildings; Frequency measurement; Intelligent sensors; Load management; Monitoring; Strips; Bi-level structure; demand response; load disaggregation; load identification; nonintrusive appliance load monitoring;
  • fLanguage
    English
  • Journal_Title
    Smart Grid, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1949-3053
  • Type

    jour

  • DOI
    10.1109/TSG.2013.2258180
  • Filename
    6670133