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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التفاصيل البيبلوغرافية
الحاوية / القاعدة:IEEE Access
المؤلفون الرئيسيون: Andrea Pozzi, Alessandro Incremona, Daniele Toti
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IEEE 2025-01-01
الموضوعات:
الوصول للمادة أونلاين:https://ieeexplore.ieee.org/document/10973123/