State of charge estimation of lithium-ion batteries in an electric vehicle using hybrid metaheuristic - deep neural networks models

Accurate estimation of the state of charge (SoC) of lithium-ion batteries in electric vehicles (EVs) is crucial for optimizing performance, ensuring safety, and extending battery life. However, traditional estimation methods often struggle with the nonlinear and dynamic behavior of battery systems,...

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Bibliographic Details
Main Authors: Zuriani Mustaffa, Mohd Herwan Sulaiman, Jeremiah Isuwa
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-06-01
Series:Energy Storage and Saving
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Online Access:http://www.sciencedirect.com/science/article/pii/S2772683525000068
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