Neural Network-Based Imitation Learning for Approximating Stochastic Battery Management Systems

Lithium-ion batteries play a pivotal role in enabling eco-friendly mobility, particularly in electric vehicles, but optimizing their charging process to improve battery lifespan, safety, and overall efficiency remains a significant challenge. Traditional predictive control methods are limited by the...

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发表在:IEEE Access
Main Authors: Andrea Pozzi, Alessandro Incremona, Daniele Toti
格式: 文件
语言:英语
出版: IEEE 2025-01-01
主题:
在线阅读:https://ieeexplore.ieee.org/document/10973123/