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A New Architecture Based on IoT and Machine Learning Paradigms in Photovoltaic Systems to Nowcast Output Energy

The classic models used to predict the behavior of photovoltaic systems, which are based on the physical process of the solar cell, are limited to defining the analytical equation to obtain its electrical parameter. In this paper, we evaluate several machine learning models to nowcast the behavior a...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Almonacid-Olleros, Guillermo, Almonacid, Gabino, Fernandez-Carrasco, Juan Ignacio, Espinilla-Estevez, Macarena, Medina-Quero, Javier
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7435952/
https://ncbi.nlm.nih.gov/pubmed/32751293
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20154224
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