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
Link To Document :
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