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 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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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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Online Identification with Reliability Criterion and State of Charge Estimation Based on a Fuzzy Adaptive Extended Kalman Filter for Lithium-Ion Batteries

Energies ◽

10.3390/en9060472 ◽

2016 ◽

Vol 9 (6) ◽

pp. 472 ◽

Author(s):

Zhongwei Deng ◽

Lin Yang ◽

Yishan Cai ◽

Hao Deng

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Reliability Criterion ◽

Online Identification ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation ◽

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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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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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State-of-charge estimation for the lithium-ion battery based on adaptive extended Kalman filter using improved parameter identification

Journal of Energy Storage ◽

10.1016/j.est.2021.103518 ◽

2021 ◽

pp. 103518

Author(s):

Na Shi ◽

Zewang Chen ◽

Mu Niu ◽

Zhijia He ◽

Youren Wang ◽

...

Keyword(s):

Kalman Filter ◽

Parameter Identification ◽

Lithium Ion Battery ◽

Extended Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

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A robust state-of-charge estimator for multiple types of lithium-ion batteries using adaptive extended Kalman filter

Journal of Power Sources ◽

10.1016/j.jpowsour.2013.06.076 ◽

2013 ◽

Vol 243 ◽

pp. 805-816 ◽

Author(s):

Rui Xiong ◽

Xianzhi Gong ◽

Chunting Chris Mi ◽

Fengchun Sun

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Adaptive Extended Kalman Filter

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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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