Efficient state of charge estimation in electric vehicles batteries based on the extra tree regressor: A data-driven approach
Author:
Funder
Jeju National University
National Research Foundation of Korea
Ministry of Education
Ministry of Education - Singapore
Publisher
Elsevier BV
Reference43 articles.
1. Global EV Outlook 2021: Accelerating Ambitions Despite the Pandemic;Bibra,2021
2. Future material demand for automotive lithium-based batteries;Xu;Commun. Mater.,2020
3. A survey-based assessment of how existing and potential electric vehicle owners perceive range anxiety;Pevec;J. Clean. Prod.,2020
4. Influence of measurement and prediction uncertainties on range estimation for electric vehicles;Sautermeister;IEEE Trans. Intell. Transp. Syst.,2017
5. Towards a smarter battery management system for electric vehicle applications: a critical review of lithium-ion battery state of charge estimation;Ali;Energies,2019
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