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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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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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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State-of-charge estimation approach of lithium-ion batteries using an improved extended Kalman filter

Energy Procedia ◽

10.1016/j.egypro.2019.01.691 ◽

2019 ◽

Vol 158 ◽

pp. 5097-5102 ◽

Author(s):

Xiaowei Yu ◽

Jingwen Wei ◽

Guangzhong Dong ◽

Zonghai Chen ◽

Chenbin Zhang

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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An online model identification for state of charge estimation of lithium-ion batteries using extended kalman filter

2020 IEEE 3rd International Conference on Renewable Energy and Power Engineering (REPE) ◽

10.1109/repe50851.2020.9253875 ◽

2020 ◽

Author(s):

Guangming Zhao ◽

Yifan Wang

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Model Identification ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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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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State of charge estimation of lithium-ion batteries using a grey extended Kalman filter and a novel open-circuit voltage model

Energy ◽

10.1016/j.energy.2017.07.099 ◽

2017 ◽

Vol 138 ◽

pp. 764-775 ◽

Author(s):

Haihong Pan ◽

Zhiqiang Lü ◽

Weilong Lin ◽

Junzi Li ◽

Lin Chen

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Open Circuit Voltage ◽

Lithium Ion ◽

Open Circuit ◽

State Of Charge ◽

State Of Charge Estimation

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Lithium-ion batteries State-of-charge estimation based on interactive multiple-model Extended Kalman filter

2016 22nd International Conference on Automation and Computing (ICAC) ◽

10.1109/iconac.2016.7604919 ◽

2016 ◽

Author(s):

Xiaohu Xia ◽

Yun Wei

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Multiple Model ◽

Interactive Multiple Model ◽

State Of Charge Estimation

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