A preliminary LSTM-IDW model for spatiotemporal hourly solar radiation estimation in tropical regions

A preliminary LSTM-IDW model for spatiotemporal hourly solar radiation estimation in tropical regions

The use of renewable energy, such as solar power, has the potential to mitigate the negative impacts of fossil fuel consumption. West Java Province holds significant potential for solar-based electricity development. This study aims to estimate hourly solar radiation, addressing extreme fluctuations...

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Bibliografiske detaljer
Main Authors: Ahmad Gufron, Pranda M.P. Garniwa, Dhavani A. Putera, Fadhilah A. Suwadana, Dita Puspita, Hyunjin Lee, Indra A. Aditya, Supriatna Supriatna
Format: Article
Sprog:English
Udgivet: Elsevier 2025-06-01
Serier:Renewable and Sustainable Energy Transition
Fag:
Solar radiation estimation
Machine learning
LSTM
IDW
Tropical region
Online adgang:http://www.sciencedirect.com/science/article/pii/S2667095X25000030

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http://www.sciencedirect.com/science/article/pii/S2667095X25000030

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