Revisiting the State-of-Charge Estimation for Lithium-Ion Batteries: A Methodical Investigation of the Extended Kalman Filter Approach

IEEE Control Systems Magazine ◽

10.1109/mcs.2017.2696761 ◽

2017 ◽

Vol 37 (4) ◽

pp. 73-96 ◽

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

The State ◽

State Of Charge ◽

Filter Approach ◽

State Of Charge Estimation ◽

Methodical Investigation

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Implementation of the State of Charge Estimation with Adaptive Extended Kalman Filter for Lithium-Ion Batteries by Arduino

2018 International Conference on System Science and Engineering (ICSSE) ◽

10.1109/icsse.2018.8520000 ◽

2018 ◽

Author(s):

Chung-Chun Kung ◽

Si-Xun Luo ◽

Sung-Hsun Liu

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

The State ◽

State Of Charge ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

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State of Charge Estimation for Lithium-ion Batteries Based on Adaptive Fractional Extended Kalman Filter

2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls49620.2020.9275036 ◽

2020 ◽

Author(s):

Shizhong Li ◽

Yan Li ◽

Yue Sun ◽

Daduan Zhao ◽

Chenghui Zhang

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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A State of Charge Estimation Approach Based on Fractional Order Adaptive Extended Kalman Filter for Lithium-ion Batteries

2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls.2018.8516091 ◽

2018 ◽

Author(s):

Mengren Xu ◽

Qiao Zhu ◽

Mengrqian Zheng

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Fractional Order ◽

Lithium Ion ◽

State Of Charge ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

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State-of-charge estimation with adaptive extended Kalman filter and extended stochastic gradient algorithm for lithium-ion batteries

Journal of Energy Storage ◽

10.1016/j.est.2021.103611 ◽

2021 ◽

pp. 103611

Author(s):

Yuanmao Ye ◽

Zhenpeng Li ◽

Jingxiong Lin ◽

Xiaolin Wang

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

Stochastic Gradient ◽

State Of Charge ◽

Gradient Algorithm ◽

Stochastic Gradient Algorithm ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

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A state of charge estimation method for lithium-ion batteries based on fractional order adaptive extended kalman filter

Energy ◽

10.1016/j.energy.2019.115880 ◽

2019 ◽

Vol 187 ◽

pp. 115880 ◽

Author(s):

Qiao Zhu ◽

Mengen Xu ◽

Weiqun Liu ◽

Mengqian Zheng

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Fractional Order ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

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An Adaptive Square Root Unscented Kalman Filter Approach for State of Charge Estimation of Lithium-Ion Batteries

Energies ◽

10.3390/en10091345 ◽

2017 ◽

Vol 10 (9) ◽

pp. 1345 ◽

Author(s):

◽

◽

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Unscented Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Square Root ◽

Filter Approach ◽

State Of Charge Estimation

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The State of Charge Estimation of Lithium-Ion Battery Based on Temperature-Compensated Method with Adaptive Extended Kalman Filter

2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2018.00702 ◽

2018 ◽

Author(s):

Chung-Chun Kung ◽

Sung-Hsun Liu

Keyword(s):

Kalman Filter ◽

Lithium Ion Battery ◽

Extended Kalman Filter ◽

Lithium Ion ◽

The State ◽

State Of Charge ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

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State-of-charge Estimation of Lithium-ion Batteries Using Extended Kalman Filter

10.1109/icpse53473.2021.9656862 ◽

2021 ◽

Author(s):

Mohamed Redha Rezoug ◽

Djamel Taibi ◽

Mahdi Benaouadj

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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Polynomial Augmented Extended Kalman Filter to Estimate the State of Charge of Lithium-Ion Batteries

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2019.2959720 ◽

2020 ◽

Vol 69 (2) ◽

pp. 1452-1463 ◽

Author(s):

Benedikt Haus ◽

Paolo Mercorelli

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

The State ◽

State Of Charge

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Differential voltage analysis based state of charge estimation methods for lithium-ion batteries using extended Kalman filter and particle filter

Energy ◽

10.1016/j.energy.2018.06.113 ◽

2018 ◽

Vol 158 ◽

pp. 1028-1037 ◽

Author(s):

Linfeng Zheng ◽

Jianguo Zhu ◽

Guoxiu Wang ◽

Dylan Dah-Chuan Lu ◽

Tingting He

Keyword(s):

Kalman Filter ◽

Particle Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Estimation Methods ◽

Differential Voltage ◽

State Of Charge Estimation

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