Deep learning based solar forecasting for optimal PV BESS sizing in ultra fast charging stations

Abstract Ultra-fast charging stations (UFCS) present a significant challenge due to their high power demand and reliance on grid electricity. This paper proposes an optimization framework that integrates deep learning-based solar forecasting with a Genetic Algorithm (GA) for optimal sizing of photov...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	K. Lalbiakhlua, Subhasish Deb, Ksh. Robert Singh, Subir Datta, Hassan Abdurrahman Shuaibu, Taha Selim Ustun
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-09-01
Subjects:	Ultra-fast charging Electric vehicles Integrated charging station Fast charging load demand
Online Access:	https://doi.org/10.1038/s41598-025-17408-0