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Solar cell designs by maximizing energy production based on machine learning clustering of spectral variations

Due to spectral sensitivity effects, using a single standard spectrum leads to a large uncertainty when estimating the yearly averaged photovoltaic efficiency or energy yield. Here we demonstrate how machine learning techniques can reduce the yearly spectral sets by three orders of magnitude to sets...

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Detalles Bibliográficos
Autores principales: Ripalda, J. M., Buencuerpo, J., García, I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6277435/
https://www.ncbi.nlm.nih.gov/pubmed/30510195
http://dx.doi.org/10.1038/s41467-018-07431-3