• DocumentCode
    1371930
  • Title

    A Frequency Domain Approach to Characterize and Analyze Load Profiles

  • Author

    Zhong, Shiyin ; Tam, Kwa-Sur

  • Author_Institution
    Electr. & Comput. Eng. Dept., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
  • Volume
    27
  • Issue
    2
  • fYear
    2012
  • fDate
    5/1/2012 12:00:00 AM
  • Firstpage
    857
  • Lastpage
    865
  • Abstract
    This paper proposes a frequency domain approach to characterize and analyze load profiles. It first establishes the methodology and then discusses the prerequisite conditions and the benefits. Using real load data from three utilities, the paper will demonstrate that the customer classes´ load profiles can be accurately represented by their significant harmonics in a compact and flexible format. The frequency domain statistics from the same load dataset is also analyzed and discussed to show the benefits and how new knowledge can be gained from using this approach.
  • Keywords
    Fourier transforms; demand side management; frequency-domain analysis; load forecasting; power system harmonics; power system measurement; signal processing; customer class; flexible format; frequency domain approach; frequency domain statistics; load profile; significant harmonics; Discrete Fourier transforms; Frequency domain analysis; Harmonic analysis; Load modeling; Power system harmonics; Shape; Time domain analysis; Commercial customers; discrete Fourier transform; electricity usage patterns; harmonics; residential customers;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2011.2170592
  • Filename
    6072305