A New Charging Algorithm for Li-Ion Battery Packs Based on Artificial Neural Networks

A New Charging Algorithm for Li-Ion Battery Packs Based on Artificial Neural Networks

This paper shows the potential of artificial intelligence (AI) in Li-ion battery charging methods by introducing a new charging algorithm based on artificial neural networks (ANNs). The proposed charging algorithm is able to find an optimized charging current profile, through ANNs, considering the r...

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Bibliographic Details
Main Authors: João P. D. Faria, Ricardo L. Velho, Maria R. A. Calado, José A. N. Pombo, João B. L. Fermeiro, Sílvio J. P. S. Mariano
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Batteries
Subjects:
lithium-ion batteries
artificial neural networks
particle swarm optimization
charging algorithm
battery management system
Online Access:https://www.mdpi.com/2313-0105/8/2/18

Internet

https://www.mdpi.com/2313-0105/8/2/18

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