• DocumentCode
    2117492
  • Title

    A waveform-based power estimator for variable power loads

  • Author

    Wichakool, Warit ; Remscrim, Zachary ; Orji, Uzoma A. ; Leeb, Steven B.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
  • fYear
    2011
  • fDate
    17-22 Sept. 2011
  • Firstpage
    1942
  • Lastpage
    1949
  • Abstract
    This paper proposes a method to derive an estimator that predicts the power consumption of variable power loads from a subset of higher current harmonics without requiring a full analysis of the internal circuit of the load. The method exploits structural features of the current waveforms consumed by the load to develop the estimator. The computation involves Gaussian elimination of a cyclotomic field representation to compute the estimator coefficients, avoiding floating-point computational error. Experimental results have shown that the proposed algorithm can derive estimators that can extract the power consumption of variable speed drives, computers, or light dimmers from fixed power loads in aggregate measurements.
  • Keywords
    Gaussian processes; feature extraction; floating point arithmetic; load management; power consumption; power system harmonics; Gaussian elimination; current waveform; cyclotomic field representation; estimator coefficient; floating-point computational error; higher current harmonics; internal load circuit; light dimmer; power consumption; power load; speed drive; waveform-based power estimator; Discrete Fourier transforms; Equations; Estimation error; Harmonic analysis; Mathematical model; Power system harmonics; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Energy Conversion Congress and Exposition (ECCE), 2011 IEEE
  • Conference_Location
    Phoenix, AZ
  • Print_ISBN
    978-1-4577-0542-7
  • Type

    conf

  • DOI
    10.1109/ECCE.2011.6064024
  • Filename
    6064024