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Optimizing Battery Charging Using Neural Networks in the Presence of Unknown States and Parameters

This work investigates the effectiveness of deep neural networks within the realm of battery charging. This is done by introducing an innovative control methodology that not only ensures safety and optimizes the charging current, but also substantially reduces the computational complexity with respe...

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Detalles Bibliográficos
Autores principales: Pozzi, Andrea, Barbierato, Enrico, Toti, Daniele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181660/
https://www.ncbi.nlm.nih.gov/pubmed/37177604
http://dx.doi.org/10.3390/s23094404