• DocumentCode
    590832
  • Title

    Scale Invariance and Long-Range Dependence in Smart Energy Grids

  • Author

    Levorato, Marco ; Mitra, U.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2012
  • fDate
    3-6 Dec. 2012
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    The shift from the traditional energy grid to the SmartGrid makes the features of scale invariance and long-range dependence, traditionally examined in reference to communication networks, extremely relevant to the modeling, analysis and design of modern energy grids. The present paper reviews mathematical concepts and tools central for the understanding and analysis of these phenomena and contextualizes them to the energy scenario. The framework proposed herein enables, in addition to a more accurate modeling and design of smart energy grids, the definition of novel algorithms for the detection of events, e.g., anomalies, in SmartGrids.
  • Keywords
    smart power grids; telecommunication networks; communication networks; energy grid design; event detection algorithm; long-range dependence; scale invariance; smart energy grid design; Algorithm design and analysis; Correlation; Energy consumption; Estimation; Pricing; Stochastic processes; Transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), 2012 Asia-Pacific
  • Conference_Location
    Hollywood, CA
  • Print_ISBN
    978-1-4673-4863-8
  • Type

    conf

  • Filename
    6411979