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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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 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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Robust State-of-Charge Estimation for Lithium-ion Batteries over Full SOC Range

IEEE Journal of Emerging and Selected Topics in Industrial Electronics ◽

10.1109/jestie.2021.3078253 ◽

2021 ◽

pp. 1-1

Author(s):

Cong-Sheng Huang ◽

Mo-Yuen Chow

Keyword(s):

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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State of Charge Estimation for Lithium-Ion Batteries Based on Stress Measurement

2016 IEEE Vehicle Power and Propulsion Conference (VPPC) ◽

10.1109/vppc.2016.7791781 ◽

2016 ◽

Author(s):

Chenchen Yu ◽

Haifeng Dai

Keyword(s):

Lithium Ion Batteries ◽

Stress Measurement ◽

Lithium Ion ◽

State Of Charge ◽

State Of Charge Estimation

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Current sensor-less state-of-charge estimation algorithm for lithium-ion batteries utilizing filtered terminal voltage

Journal of Power Sources ◽

10.1016/j.jpowsour.2014.08.121 ◽

2015 ◽

Vol 273 ◽

pp. 255-263 ◽

Author(s):

Chang Yoon Chun ◽

Jongbok Baek ◽

Gab-Su Seo ◽

B.H. Cho ◽

Jonghoon Kim ◽

...

Keyword(s):

Lithium Ion Batteries ◽

Lithium Ion ◽

Estimation Algorithm ◽

State Of Charge ◽

Current Sensor ◽

Terminal Voltage ◽

State Of Charge Estimation

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State of Charge Estimation of Lithium-Ion Batteries Based on Cubature Kalman Filters with Different Matrix Decomposition Strategies

SSRN Electronic Journal ◽

10.2139/ssrn.3880246 ◽

2021 ◽

Author(s):

Yong Tian ◽

Zhijia Huang ◽

Jindong Tian ◽

Xiaoyu Li

Keyword(s):

Lithium Ion Batteries ◽

Kalman Filters ◽

Lithium Ion ◽

Matrix Decomposition ◽

State Of Charge ◽

Decomposition Strategies ◽

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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Optimised state of charge estimation in lithium-ion batteries by the modified particle filter method

Automotive, Mechanical and Electrical Engineering ◽

10.1201/9781315210445-55 ◽

2017 ◽

pp. 293-297

Author(s):

Renzhuo Wan ◽

Binbiao Pan ◽

Fan Yang ◽

Jun Wang ◽

Quan Chen

Keyword(s):

Particle Filter ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

Filter Method ◽

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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