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State of Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Machine Learning Algorithms

机译：使用机器学习算法电动汽车锂离子电池的充电状态

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Venkatesan Chandran; Chandrashekhar K. Patil; Alagar Karthick; Dharmaraj Ganeshaperumal; Robbi Rahim; Aritra Ghosh;
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1. State of charge estimation for electric vehicle power battery using advanced machine learning algorithm under diversified drive cycles [J] . Zahid Taimoor, Xu Kun, Li Weimin, Energy . 2018,第NOVa1期

机译：在多种行驶周期下使用高级机器学习算法估算电动汽车动力电池的充电状态
2. Extreme Learning Machine Model for State-of-Charge Estimation of Lithium-Ion Battery Using Gravitational Search Algorithm [J] . Molla S. Hossain Lipu, Mahammad A. Hannan, Aini Hussain, IEEE Transactions on Industry Applications . 2019,第4期

机译：利用引力搜索算法估算锂离子电池充电状态的极限学习机模型
3. A Novel Joint Estimation Method of State of Charge and State of Health Based on the Strong Tracking-Dual Adaptive Extended Kalman Filter Algorithm for the Electric Vehicle Lithium-Ion Batteries [J] . Ran Xiong, Shunli Wang, Carlos Fernandez, International Journal of Electrochemical Science . 2021,第11期

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4. Study of machine learning algorithms to state of health estimation of iron phosphate lithium-ion battery used in fully electric vehicles [C] . Sender Rocha dos Santos, Juliana C. M. S. Aranha, Thiago Chiachio do Nascimento, SAE BRASIL International Mobility Technology Congress and Exhibition . 2018

机译：全电动汽车磷酸铁锂离子电池健康估算机器学习算法研究
5. Coulomb Counting Method for SOC Estimation of Lithium-Ion Batteries: Improvements on Battery Management System for Electric Vehicle Application [D] . Ohazurike, Odera Nathaniel. 2021

机译：锂离子电池SOC估计库仑计数方法：电动汽车应用电池管理系统的改进
6. Energy and environmental assessment of a traction lithium-ion battery pack for plug-in hybrid electric vehicles [O] . Maria Anna Cusenza, Silvia Bobba, Fulvio Ardente, -1

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7. A Novel State of Charge Estimation Algorithm for Lithium-Ion Battery Packs of Electric Vehicles [O] . Zheng Chen, Xiaoyu Li, Jiangwei Shen, 2016

机译：一种新型电动汽车用锂离子电池组电荷状态估计算法

State of Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Machine Learning Algorithms

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