• DocumentCode
    2665755
  • Title

    Harmonic and interharmonic estimation using improved complex maximization of nongaussianity algorithm

  • Author

    Liquan, Zhao ; Yanfei, Jia

  • Author_Institution
    Coll. of Inf. Eng., Northeast Dianli Univ., Jilin, China
  • Volume
    6
  • fYear
    2010
  • fDate
    16-18 April 2010
  • Abstract
    Due to the increase of power electronic equipment installation and other harmonic and interharmonic sources, the harmonic and interharmonic estimation are of concern in power transmission and distribution networks. Conventional harmonic and interharmonic estimation directly uses the observed data, so it is not robust to outliers. In this paper, we explore the use of Complex Maximization of Nongaussianity (CMN) algorithm for harmonic and interharmonic estimation by transforming harmonic model into CMN algorithm model. CMN algorithm is robust, but it is not suitable for hardware implementation. To overcome the problem, we propose an improved CMN algorithm that can be easily realized for hardware implementation by using a simple function to instead of its complex nonlinear function, and design an interharmonic and harmonic estimation algorithm based on the improved CMN algorithm. Simulation results show that the proposed algorithm is valid for harmonic and interharmonic.
  • Keywords
    Gaussian processes; estimation theory; power apparatus; power electronics; power system harmonics; CMN algorithm model; complex maximization of nonGaussianity algorithm; complex nonlinear function; distribution networks; harmonic estimation algorithm; interharmonic estimation; nonGaussianity algorithm; power electronic equipment installation; power transmission networks; Educational institutions; Frequency; Hardware; Power engineering and energy; Power harmonic filters; Power system harmonics; Robustness; Signal processing; Signal processing algorithms; Signal resolution; complex maximization of nongaussianity; hardware implementation; harmonic estimation; interharmonic estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Engineering and Technology (ICCET), 2010 2nd International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-6347-3
  • Type

    conf

  • DOI
    10.1109/ICCET.2010.5486310
  • Filename
    5486310