Hybrid Tree-Based Machine Learning Models for State-of-Charge and Core Temperature Estimation in EV Batteries

<p dir="ltr">Accurate estimation of State-of-Charge (SoC) and core temperature is fundamental to optimizing the performance, safety, and longevity of Lithium-Ion Batteries (LiBs), particularly in Electric Vehicles (EVs). Traditional estimation methods fail to account for the complex,...

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Main Author: Aya Haraz (22225036) (author)
Other Authors: Khalid Abualsaud (16888701) (author), Ahmed M. Massoud (16896417) (author)
Published: 2025
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