Electric vehicle battery state of charge estimation using metaheuristic-optimized CatBoost algorithms

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Electric vehicle battery state of charge estimation using metaheuristic-optimized CatBoost algorithms

State of Charge (SoC) estimation plays a crucial role in battery management systems for electric vehicles, directly impacting their operational efficiency and reliability. This study presents a hybrid approach combining the CatBoost algorithm with metaheuristic optimization techniques to enhance SoC...

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Bibliographic Details
Main Authors:	Mohd Herwan, Sulaiman, Zuriani, Mustaffa, Ahmad Salihin, Samsudin, Amir Izzani, Mohamed, Mohd Mawardi, Saari
Format:	Article
Language:	English
Published:	Elsevier 2025
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/44970/ http://umpir.ump.edu.my/id/eprint/44970/1/1-s2.0-S2773186325000830-main.pdf

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