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On predicting annual output energy of 4-terminal perovskite/silicon tandem PV cells for building integrated photovoltaic application using machine learning

Building integrated photovoltaic (BIPV), based on tandem PV cells, is considered a new alternative for combining solar energy with buildings. Accurately predicting the BIPV-harvested annual output energy ([Formula: see text]) is crucial for evaluating the BIPV performance. Machine learning (ML) is a...

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Detalles Bibliográficos
Autores principales: Nguyen, Dong C., Ishikawa, Yasuaki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10395358/
https://www.ncbi.nlm.nih.gov/pubmed/37539179
http://dx.doi.org/10.1016/j.heliyon.2023.e18097