• DocumentCode
    468899
  • Title

    Harmonic detection for three-phase circuit based on the TLS estimation algorithm

  • Author

    Zhang, Jun-min ; Liu, Kai-pei

  • Author_Institution
    South-Central Univ. For Nationalities, Wuhan
  • Volume
    1
  • fYear
    2007
  • fDate
    2-4 Nov. 2007
  • Firstpage
    24
  • Lastpage
    28
  • Abstract
    Based on the Newton learning algorithm, a new algorithm for TLS estimation and its application in harmonic detection is presented in this paper. It is shown that the LMS algorithm and constrained Anti-Hebbian algorithm are two examples of the proposed algorithm in this paper. The dynamic performance of the TLS algorithm is better than that of LMS and anti-Hebbian algorithms. And the APF based on TLS algorithm can be used under the conditions of three-phase unbalanced and nonlinear loads, can be applicable to detect harmonic, reactive and negative sequence currents respectively or the sum of ones. At the same time the smaller error than that in single-phase can be obtained.
  • Keywords
    harmonic analysis; power electronics; TLS estimation algorithm; constrained antiHebbian algorithm; harmonic detection; nonlinear loads; three-phase circuit; three-phase unbalanced loads; Active filters; Adaptive filters; Circuits; Filtering theory; Frequency; Least mean squares methods; Least squares approximation; Power harmonic filters; Power system harmonics; Surface fitting; Newton algorithm; TLS estimation; adaptive; harmonic detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-1065-1
  • Electronic_ISBN
    978-1-4244-1066-8
  • Type

    conf

  • DOI
    10.1109/ICWAPR.2007.4420629
  • Filename
    4420629