Fractional Extended and Unscented Kalman Filtering for State of Charge Estimation of Lithium-Ion Batteries

2018 Annual American Control Conference (ACC) ◽

10.23919/acc.2018.8430859 ◽

2018 ◽

Author(s):

Martin Kupper ◽

Christopher Funk ◽

Marius Eckert ◽

Soren Hohmann

Keyword(s):

Lithium Ion Batteries ◽

Kalman Filtering ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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State of Charge Estimation of Lithium-Ion Batteries by Extended Kalman Filtering

Advanced Science Letters ◽

10.1166/asl.2012.2436 ◽

2012 ◽

Vol 8 (1) ◽

pp. 332-336

Author(s):

Kuo-Chang Han ◽

Van-Tsai Liu ◽

Edward Chiu ◽

Yi Huis Lin

Keyword(s):

Lithium Ion Batteries ◽

Kalman Filtering ◽

Lithium Ion ◽

State Of Charge ◽

Extended Kalman Filtering ◽

State Of Charge Estimation

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A novel approach to state of charge estimation using extended Kalman filtering for lithium-ion batteries in electric vehicles

2014 IEEE Conference and Expo Transportation Electrification Asia-Pacific (ITEC Asia-Pacific) ◽

10.1109/itec-ap.2014.6941260 ◽

2014 ◽

Author(s):

Cheng Lin ◽

Xiaohua Zhang ◽

Rui Xiong ◽

Fengjun Zhou

Keyword(s):

Lithium Ion Batteries ◽

Electric Vehicles ◽

Kalman Filtering ◽

Lithium Ion ◽

State Of Charge ◽

Extended Kalman Filtering ◽

Novel Approach ◽

State Of Charge Estimation

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State of Charge Estimation of Lithium-Ion Batteries in Electric Drive Vehicles Using Extended Kalman Filtering

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2012.2235474 ◽

2013 ◽

Vol 62 (3) ◽

pp. 1020-1030 ◽

Author(s):

Zheng Chen ◽

Yuhong Fu ◽

Chunting Chris Mi

Keyword(s):

Lithium Ion Batteries ◽

Kalman Filtering ◽

Electric Drive ◽

Lithium Ion ◽

State Of Charge ◽

Extended Kalman Filtering ◽

State Of Charge Estimation

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A State of Charge Estimation of The Lithium-Ion Batteries Based on Reduced-Order Unscented Kalman Filtering Method

10.7176/jetp/11-6-05 ◽

2021 ◽

Keyword(s):

Lithium Ion Batteries ◽

Kalman Filtering ◽

Lithium Ion ◽

State Of Charge ◽

Reduced Order ◽

Filtering Method ◽

State Of Charge Estimation

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STATE OF CHARGE ESTIMATION OF HIGH-POWER LITHIUM-ION BATTERIES WITH IMPROVED EQUIVALENT CIRCUIT MODELING AND ADAPTIVE EXTENDED KALMAN FILTERING ALGORITHM.

Theoretical & Applied Science ◽

10.15863/tas.2021.05.97.49 ◽

2021 ◽

Vol 97 (05) ◽

pp. 248-268

Author(s):

Etse Dablu Bobobee ◽

◽

Shunli Wang ◽

Chun-Mei Yu ◽

Chuanyun Zou ◽

...

Keyword(s):

Lithium Ion Batteries ◽

Kalman Filtering ◽

Lithium Ion ◽

State Of Charge ◽

Circuit Modeling ◽

Extended Kalman Filtering ◽

Filtering Algorithm ◽

Equivalent Circuit Modeling ◽

State Of Charge Estimation

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High-Precision State of Charge Estimation for the Power Lithium Ion Batteries by Introducing an Improved Extended Kalman Filtering Algorithm with Complex Varying Temperatures

2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) ◽

10.1109/icarm49381.2020.9195316 ◽

2020 ◽

Author(s):

Wenhua Xu ◽

Shunli Wang ◽

Carlos Fernandez ◽

Chunmei Yu ◽

Yongcun Fan ◽

...

Keyword(s):

Lithium Ion Batteries ◽

High Precision ◽

Kalman Filtering ◽

Lithium Ion ◽

State Of Charge ◽

Extended Kalman Filtering ◽

Filtering Algorithm ◽

Kalman Filtering Algorithm ◽

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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State of charge estimation of power lithium-ion battery based on an adaptive time scale dual extend Kalman filtering

Journal of Energy Storage ◽

10.1016/j.est.2021.102535 ◽

2021 ◽

Vol 39 ◽

pp. 102535

Author(s):

Muyao Wu ◽

Linlin Qin ◽

Gang Wu

Keyword(s):

Lithium Ion Battery ◽

Kalman Filtering ◽

Lithium Ion ◽

State Of Charge ◽

Adaptive Time ◽

State Of Charge Estimation

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State of Charge Estimation of Lithium-ion Batteries Subject to Random Sensor Data Unavailability: A Recursive Filtering Approach

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2021.3078376 ◽

2021 ◽

pp. 1-1

Author(s):

Hui Chen ◽

Engang Tian ◽

Licheng Wang

Keyword(s):

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

Sensor Data ◽

Recursive Filtering ◽

State Of Charge Estimation ◽

Filtering Approach

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Combined CNN-LSTM Network for State-of-Charge Estimation of Lithium-Ion Batteries

IEEE Access ◽

10.1109/access.2019.2926517 ◽

2019 ◽

Vol 7 ◽

pp. 88894-88902 ◽

Author(s):

Xiangbao Song ◽

Fangfang Yang ◽

Dong Wang ◽

Kwok-Leung Tsui

Keyword(s):

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

Lstm Network ◽

State Of Charge Estimation

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