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Dynamic PV Model Parameter Identification by Least-Squares Regression

Articolo
Data di Pubblicazione:
2013
Abstract:
This paper proposes a method for parameter identification of a photovoltaic (PV) source dynamic model. The identification procedure is based on a suitable time-domain step response and on a least-squares regression-based data processing algorithm. The considered equivalent circuit models the PV source as seen at load terminals; it is composed of a four-parameter static model and a dynamic part, which includes a capacitor with a series resistance and an inductance. The identification technique determines all three dynamic parameters with a single measurement. The proposed approach allows the appropriate dynamic modeling of the PV source and its connection cables, obtaining a better accuracy with respect to other methods in the technical literature. A practical case of parameter identification is presented.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Least-squares regression (LSR); modeling; photovoltaic (PV) source; simulation; statistics
Elenco autori:
Vitale, Gianpaolo; DI PIAZZA, MARIA CARMELA; Luna, Massimiliano
Autori di Ateneo:
DI PIAZZA MARIA CARMELA
LUNA MASSIMILIANO
VITALE GIANPAOLO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/177974
Pubblicato in:
IEEE JOURNAL OF PHOTOVOLTAICS
Journal
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