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Kalman Filters versus Neural Networks in Battery State-of-Charge Estimation: A Comparative Study

机译：卡尔曼滤波器与电池质量估算中的神经网络相比：比较研究

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Ala A. Hussein;
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1. Kalman Filters versus Neural Networks in Battery State-of-Charge Estimation: A Comparative Study [J] . Ala A. Hussein International Journal of Modern Nonlinear Theory and Application . 2014,第5期

机译：电池电量估算中的卡尔曼滤波器与神经网络的比较研究
2. Novel Feedback-Bayesian BP Neural Network Combined with Extended Kalman Filtering for the Battery State-of-Charge Estimation [J] . Yixing Zhang, Shunli Wang, Wenhua Xu, International Journal of Electrochemical Science . 2021,第6期

机译：新颖的反馈 - 贝叶斯BP神经网络与扩展卡尔曼滤波相结合，用于电池的充电状态估计
3. State-of-charge estimation of lithium-ion battery using an improved neural network model and extended Kalman filter [J] . Chen Cheng, Xiong Rui, Yang Ruixin, Journal of Cleaner Production . 2019,第Octa10期

机译：使用改进的神经网络模型和扩展卡尔曼滤波器的锂离子电池的充电状态估计
4. State-of-Charge Estimation of Lithium-ion Battery Based on a Combined Method of Neural Network and Unscented Kalman filter [C] . Seyedmehdi Hosseininasab, Zhiwen Wan, Tim Bender, IEEE Vehicle Power and Propulsion Conference . 2020

机译：基于神经网络组合方法的锂离子电池和Unscented Kalman滤波器的充电状态估计
5. State-of-Charge Estimation of the Lithium-Ion Battery Using Neural Network Based on an Improved Thevenin Circuit Model [D] . Zhang, Haoliang. 2018

机译：基于改进的戴维南电路模型的神经网络锂离子电池充电状态估计
6. Tuning of Kalman Filter Parameters via Genetic Algorithm for State-of-Charge Estimation in Battery Management System [O] . T. O. Ting, Ka Lok Man, Eng Gee Lim, -1

机译：基于遗传算法的卡尔曼滤波器参数调整用于电池管理系统的荷电状态估计
7. State-of-Charge Estimation of Lithium-Ion Battery Based on Extended Kalman Filter Algorithm [O] . Wu Xiaogang, Xuefeng Li, Nikolay I. Shurov, 2020

机译：基于扩展卡尔曼滤波算法的锂离子电池的充电状态估计

Kalman Filters versus Neural Networks in Battery State-of-Charge Estimation: A Comparative Study

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