Performance enhancing solar energy absorber with structure optimization and absorption prediction with KNN regressor model

We used the honeycomb resonator structure and explored its absorptance response in the visible, ultraviolet, to mid-infrared regions. In this solar spectrum range, the average absorption is greater than 90%. In addition, the spectral absorption is 97.69%, 96.35%, 94.45%, and 96.11% in the respective...

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Autors principals:	Ammar Armghan, Mya Mya Htay, Meshari Alsharari, Khaled Aliqab, Jaymit Surve, Shobhit K. Patel
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2023-11-01
Col·lecció:	Alexandria Engineering Journal
Matèries:	KNN Regressor Solar Energy Absorption Solar spectrum Machine Learning Optimization
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S111001682300902X
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