State of Charge Estimation of Lithium-Ion Batteries Using an Adaptive Cubature Kalman Filter

Energies ◽

10.3390/en8065916 ◽

2015 ◽

Vol 8 (6) ◽

pp. 5916-5936 ◽

Author(s):

Bizhong Xia ◽

Haiqing Wang ◽

Yong Tian ◽

Mingwang Wang ◽

Wei Sun ◽

...

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

Cubature Kalman Filter ◽

State Of Charge Estimation

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An improved state of charge estimation method based on cubature Kalman filter for lithium-ion batteries

Applied Energy ◽

10.1016/j.apenergy.2019.113520 ◽

2019 ◽

Vol 253 ◽

pp. 113520 ◽

Author(s):

Jiankun Peng ◽

Jiayi Luo ◽

Hongwen He ◽

Bing Lu

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Cubature Kalman Filter ◽

State Of Charge Estimation

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A Combined State of Charge Estimation Method for Lithium‐Ion Batteries Using Cubature Kalman Filter and Least Square with Gradient Correction

Advanced Theory and Simulations ◽

10.1002/adts.202100331 ◽

2021 ◽

pp. 2100331

Author(s):

Zheng Liu ◽

Shaohang Chen ◽

Huifeng Wu ◽

Heyue Huang ◽

Zhenhua Zhao

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Least Square ◽

Cubature Kalman Filter ◽

State Of Charge Estimation ◽

Gradient Correction

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An Online State of Charge Estimation Algorithm for Lithium-Ion Batteries Using an Improved Adaptive Cubature Kalman Filter

Energies ◽

10.3390/en11010059 ◽

2018 ◽

Vol 11 (1) ◽

pp. 59 ◽

Author(s):

◽

◽

◽

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

Estimation Algorithm ◽

State Of Charge ◽

Cubature Kalman Filter ◽

State Of Charge Estimation

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State‐of‐charge estimation of power lithium‐ion batteries based on an embedded micro control unit using a square root cubature Kalman filter at various ambient temperatures

International Journal of Energy Research ◽

10.1002/er.4503 ◽

2019 ◽

Vol 43 (8) ◽

pp. 3561-3577 ◽

Author(s):

Xiangyu Cui ◽

Zhicheng He ◽

Eric Li ◽

Aiguo Cheng ◽

Maji Luo ◽

...

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

Control Unit ◽

State Of Charge ◽

Square Root ◽

Ambient Temperatures ◽

Cubature Kalman Filter ◽

Micro Control Unit ◽

State Of Charge Estimation

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State of charge estimation framework for lithium‐ion batteries based on square root cubature Kalman filter under wide operation temperature range

International Journal of Energy Research ◽

10.1002/er.6186 ◽

2020 ◽

Author(s):

Jiangwei Shen ◽

Jian Xiong ◽

Xing Shu ◽

Guang Li ◽

Yuanjian Zhang ◽

...

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

Square Root ◽

Temperature Range ◽

Operation Temperature ◽

Cubature Kalman Filter ◽

State Of Charge Estimation

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A New Method for State of Charge Estimation of Lithium-Ion Batteries Using Square Root Cubature Kalman Filter

Energies ◽

10.3390/en11010209 ◽

2018 ◽

Vol 11 (1) ◽

pp. 209 ◽

Author(s):

Xiangyu Cui ◽

Zhu Jing ◽

Maji Luo ◽

Yazhou Guo ◽

Huimin Qiao

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

Square Root ◽

Cubature 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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A modified model based state of charge estimation of power lithium-ion batteries using unscented Kalman filter

Journal of Power Sources ◽

10.1016/j.jpowsour.2014.07.143 ◽

2014 ◽

Vol 270 ◽

pp. 619-626 ◽

Author(s):

Yong Tian ◽

Bizhong Xia ◽

Wei Sun ◽

Zhihui Xu ◽

Weiwei Zheng

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Unscented Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Modified Model ◽

Model Based ◽

State Of Charge Estimation

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A novel model-based state of charge estimation for lithium-ion battery using adaptive robust iterative cubature Kalman filter

Electric Power Systems Research ◽

10.1016/j.epsr.2019.105951 ◽

2019 ◽

Vol 177 ◽

pp. 105951 ◽

Author(s):

Zheng Liu ◽

Xuanju Dang ◽

Benqin Jing ◽

Jianbo Ji

Keyword(s):

Kalman Filter ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Model Based ◽

Cubature Kalman Filter ◽

State Of Charge Estimation ◽

Download Full-text