Improved state of charge estimation for Li-ion batteries using fractional order extended Kalman filter

Journal of Power Sources ◽

10.1016/j.jpowsour.2019.226710 ◽

2019 ◽

Vol 435 ◽

pp. 226710 ◽

Author(s):

Kodjo S.R. Mawonou ◽

Akram Eddahech ◽

Didier Dumur ◽

Dominique Beauvois ◽

Emmanuel Godoy

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

Fractional Order ◽

State Of Charge ◽

Li Ion Batteries ◽

Li Ion ◽

State Of Charge Estimation

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Impact of current rate and temperature on state-of-charge estimation of Li-ion batteries based on the extended Kalman filter

IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2014.7048956 ◽

2014 ◽

Author(s):

James Issac ◽

Jiangchao Qin ◽

Maryam Saeedifard ◽

Oleg Wasynczuk

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Li Ion Batteries ◽

Li Ion ◽

State Of Charge Estimation

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State of Charge Estimation of Li-ion Batteries Based on Adaptive Extended Kalman Filter

2020 IEEE Power & Energy Society General Meeting (PESGM) ◽

10.1109/pesgm41954.2020.9282150 ◽

2020 ◽

Author(s):

Monowar Hossain ◽

M. E. Haque ◽

S. Saha ◽

M.T Arif ◽

AMT. Oo

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Li Ion Batteries ◽

Li Ion ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

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A novel on-board state-of-charge estimation method for aged Li-ion batteries based on model adaptive extended Kalman filter

Journal of Power Sources ◽

10.1016/j.jpowsour.2013.06.108 ◽

2014 ◽

Vol 245 ◽

pp. 337-344 ◽

Author(s):

Saeed Sepasi ◽

Reza Ghorbani ◽

Bor Yann Liaw

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

Estimation Method ◽

State Of Charge ◽

Li Ion Batteries ◽

Li Ion ◽

Adaptive Extended Kalman Filter ◽

State Of Charge Estimation

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An extended Kalman filter based data-driven method for state of charge estimation of Li-ion batteries

Journal of Energy Storage ◽

10.1016/j.est.2021.102655 ◽

2021 ◽

Vol 40 ◽

pp. 102655

Author(s):

Xingtao Liu ◽

Kun Li ◽

Ji Wu ◽

Yao He ◽

Xintian Liu

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Data Driven ◽

Li Ion Batteries ◽

Li Ion ◽

State Of Charge Estimation

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State of charge estimation based on improved Li-ion battery model using extended Kalman filter

2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA) ◽

10.1109/iciea.2013.6566440 ◽

2013 ◽

Author(s):

Xiang Zhou ◽

Bingzhan Zhang ◽

Han Zhao ◽

Weixiang Shen ◽

Ajay Kapoor

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Li Ion Battery ◽

Battery Model ◽

Li Ion ◽

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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An enhanced temperature‐dependent model and state‐of‐charge estimation for a Li‐Ion battery using extended Kalman filter

International Journal of Energy Research ◽

10.1002/er.5435 ◽

2020 ◽

Vol 44 (9) ◽

pp. 7254-7267 ◽

Author(s):

Hui Pang ◽

Long Guo ◽

Longxing Wu ◽

Xinfang Jin

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Li Ion Battery ◽

Temperature Dependent ◽

Dependent Model ◽

Li Ion ◽

Temperature Dependent Model ◽

State Of Charge Estimation

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State-Of-Charge Estimation of Li-Ion Battery Using Extended Kalman Filter

TELKOMNIKA Indonesian Journal of Electrical Engineering ◽

10.11591/telkomnika.v11i12.3894 ◽

2013 ◽

Vol 11 (12) ◽

Author(s):

Feng Jin ◽

He Yong-ling

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

State Of Charge ◽

Li Ion Battery ◽

Li Ion ◽

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 for Li-ion batteries using neural network modeling and unscented Kalman filter-based error cancellation

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2014.04.059 ◽

2014 ◽

Vol 62 ◽

pp. 783-791 ◽

Author(s):

Wei He ◽

Nicholas Williard ◽

Chaochao Chen ◽

Michael Pecht

Keyword(s):

Neural Network ◽

Kalman Filter ◽

Unscented Kalman Filter ◽

Network Modeling ◽

State Of Charge ◽

Neural Network Modeling ◽

Li Ion Batteries ◽

Error Cancellation ◽

Li Ion ◽

State Of Charge Estimation

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