• DocumentCode
    73161
  • Title

    Estimation of Amplitude, Phase and Unbalance Parameters in Three-phase Systems: Analytical Solutions, Efficient Implementation and Performance Analysis

  • Author

    Choqueuse, Vincent ; Belouchrani, A. ; El Bouchikhi, El-Houssin ; El Hachemi Benbouzid, Mohamed

  • Author_Institution
    Univ. of Brest, Brest, France
  • Volume
    62
  • Issue
    16
  • fYear
    2014
  • fDate
    Aug.15, 2014
  • Firstpage
    4064
  • Lastpage
    4076
  • Abstract
    This paper focuses on the estimation of the instantaneous amplitude, phase, and unbalance parameters in three-phase power systems. Due to the particular structure of three-phase systems, we demonstrate that the maximum-likelihood estimates (MLEs) of the unknown parameters have simple closed-form expressions and can be easily implemented without matrix algebra libraries. We also derive and analyze the Cramer-Rao Bounds (CRBs) for the considered estimation problem. The performance of the proposed approach is evaluated using synthetic signals compliant with the IEEE Standard C37.118. Simulation results show that the proposed estimators outperform other techniques and reach the CRB under certain conditions.
  • Keywords
    IEEE standards; amplitude estimation; maximum likelihood estimation; phase estimation; power systems; signal processing; CRB; Cramer-Rao bounds; IEEE standard C37.118; MLE; analytical solutions; closed-form expressions; instantaneous amplitude estimation; maximum-likelihood estimates; performance analysis; phase estimation; synthetic signals; three-phase power systems; unbalance parameters; IEEE standards; IP networks; Maximum likelihood estimation; Power systems; Transforms; Vectors; Cramér-rao bounds; maximum likelihood estimation; power systems;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2014.2333565
  • Filename
    6845359