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2017 | OriginalPaper | Chapter

ANN Based Model of PV Modules

Authors : Jose Manuel Lopez-Guede, Jose Antonio Ramos-Hernanz, Manuel Graña, Valeriu Ionescu

Published in: International Joint Conference SOCO’16-CISIS’16-ICEUTE’16

Publisher: Springer International Publishing

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Abstract

In this paper authors address the practical problem of designing an empirical model for a commercial photovoltaic (PV) module (Mitsubishi PV-TD1185MF5) placed at the Faculty of Engineering of Vitoria (Basque Country University, Spain) based on artificial neural networks (ANN). This model obtains Ipv from Vpv, and the paper explains how the empirical data have been gathered and discusses the obtained results. The model reached an average accuracy of 0,15 A and a medium correlation value of R = 0,995.

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Metadata
Title
ANN Based Model of PV Modules
Authors
Jose Manuel Lopez-Guede
Jose Antonio Ramos-Hernanz
Manuel Graña
Valeriu Ionescu
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-47364-2_15

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