• DocumentCode
    535266
  • Title

    A novel adaptive harmonic detecting algorithm applied to active power filters

  • Author

    Yang, Jianning ; Guan, Jiajun ; Ning, Yanmin ; Liu, Qianqian

  • Author_Institution
    Coll. of Electron. & Inf. Eng., Jiangsu Univ., Zhenjiang, China
  • Volume
    7
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    3287
  • Lastpage
    3290
  • Abstract
    The performance of active power filter (APF) depends on the method applied to the harmonic current detection, a novel variable step-size LMS algorithm is proposed, where using autocorrelation time mean estimate of error signal to update the step-size, it can suppresses the effect of the harmonic components on the updating of step-size. The performance of the algorithm is validated through a simulation with MATLAB software. The result shows that the novel algorithm has advantages of a quite high detection precision, a big convergence rate and a good noise immunity performance, which is the same as theoretical analysis.
  • Keywords
    active filters; adaptive signal detection; correlation methods; least mean squares methods; power harmonic filters; APF; MATLAB software; active power filter; adaptive harmonic detection algorithm; autocorrelation time mean error signal estimation; harmonic current detection; least mean square algorithm; variable step-size LMS algorithm; Adaptive filters; Convergence; Harmonic analysis; Least squares approximation; Power harmonic filters; Signal processing algorithms; Steady-state; active power filter (APF); harmonic detection; least mean square (LMS); variable step-size;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5647460
  • Filename
    5647460