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