• DocumentCode
    666015
  • Title

    A methodology for parameter estimation of equivalent wind power plant

  • Author

    Cari, Elmer P. T. ; Neto, Jose N. ; Erlich, Istvan ; Rueda, Jose L.

  • Author_Institution
    Fed. Univ. of Technol. Parana, Cornelio Procopio, Brazil
  • fYear
    2013
  • fDate
    10-13 Nov. 2013
  • Firstpage
    1804
  • Lastpage
    1808
  • Abstract
    A methodology for parameter estimation of equivalent wind power plant is proposed in this paper. The parameter algorithm is formulated as an optimization problem which miminize the output between the real system and the mathematical model. The parameters are updated using Newton-Raphson method which depends on the information of trajectory sensitivity functions. A generic equivalent of wind power plant was used as a structure of the model, which is valid for Double-Fed Induction Generator (DFIG) and full Converter Based Wind Turbine. In addition, the procedure to obtain of the trajectory sensitivity functions of the model is presented in this paper. A discussion of the estimated results is also analysed. In general, the convergence happened in a few seconds for most of the cases studied.
  • Keywords
    Newton-Raphson method; asynchronous generators; mathematical analysis; optimisation; parameter estimation; power convertors; turbogenerators; wind power plants; wind turbines; DFIG; Newton-Raphson method; double-fed induction generator; equivalent wind power plant; full converter based wind turbine; mathematical model; optimization problem; parameter estimation methodology; trajectory sensitivity information function; Generators; Mathematical model; Parameter estimation; Sensitivity; TV; Trajectory; Wind power generation; Newton-Raphson method; Trajectory sensitivity; parameter estimation; wind generator; wind power plant;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
  • Conference_Location
    Vienna
  • ISSN
    1553-572X
  • Type

    conf

  • DOI
    10.1109/IECON.2013.6699405
  • Filename
    6699405