State-of-charge estimation in lithium-ion batteries: A particle filter approach

Journal of Power Sources ◽

10.1016/j.jpowsour.2016.08.113 ◽

2016 ◽

Vol 331 ◽

pp. 208-223 ◽

Author(s):

Aditya Tulsyan ◽

Yiting Tsai ◽

R. Bhushan Gopaluni ◽

Richard D. Braatz

Keyword(s):

Particle Filter ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

Filter Approach ◽

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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An Adaptive Square Root Unscented Kalman Filter Approach for State of Charge Estimation of Lithium-Ion Batteries

Energies ◽

10.3390/en10091345 ◽

2017 ◽

Vol 10 (9) ◽

pp. 1345 ◽

Author(s):

◽

◽

Keyword(s):

Kalman Filter ◽

Lithium Ion Batteries ◽

Unscented Kalman Filter ◽

Lithium Ion ◽

State Of Charge ◽

Square Root ◽

Filter Approach ◽

State Of Charge Estimation

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State of Charge Estimation of Lithium-ion Batteries with Particle Filter Algorithm

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon43393.2020.9255144 ◽

2020 ◽

Author(s):

Fei Xia ◽

Zhicheng Wang ◽

Chuanlin Zhang

Keyword(s):

Particle Filter ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

State Of Charge ◽

Particle Filter Algorithm ◽

State Of Charge Estimation

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A double-scale and adaptive particle filter-based online parameter and state of charge estimation method for lithium-ion batteries

Energy ◽

10.1016/j.energy.2017.12.061 ◽

2018 ◽

Vol 144 ◽

pp. 789-799 ◽

Author(s):

Min Ye ◽

Hui Guo ◽

Rui Xiong ◽

Quanqing Yu

Keyword(s):

Particle Filter ◽

Lithium Ion Batteries ◽

Estimation Method ◽

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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A multi‐timescale adaptive dual particle filter for state of charge estimation of lithium‐ion batteries considering temperature effect

Energy Science & Engineering ◽

10.1002/ese3.694 ◽

2020 ◽

Vol 8 (8) ◽

pp. 2784-2798

Author(s):

Wei Xu ◽

Jinli Xu ◽

Baolei Liu ◽

Jiajun Liu ◽

Xiaofeng Yan

Keyword(s):

Particle Filter ◽

Temperature Effect ◽

Lithium Ion Batteries ◽

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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Particle filter-based state-of-charge estimation and remaining-dischargeable-time prediction method for lithium-ion batteries

Journal of Power Sources ◽

10.1016/j.jpowsour.2019.01.012 ◽

2019 ◽

Vol 414 ◽

pp. 158-166 ◽

Author(s):

Zonghai Chen ◽

Han Sun ◽

Guangzhong Dong ◽

Jingwen Wei ◽

Ji Wu

Keyword(s):

Particle Filter ◽

Lithium Ion Batteries ◽

Prediction Method ◽

Lithium Ion ◽

State Of Charge ◽

Time Prediction ◽

State Of Charge Estimation

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A Novel Gaussian Particle Swarms optimized Particle Filter Algorithm for the State of Charge Estimation of Lithium-ion Batteries

International Journal of Electrochemical Science ◽

10.20964/2020.10.21 ◽

2020 ◽

pp. 10632-10648

Author(s):

Xinyang Wang ◽

Keyword(s):

Particle Filter ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

The State ◽

State Of Charge ◽

Particle Swarms ◽

Particle Filter Algorithm ◽

State Of Charge Estimation

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An Immune Genetic Extended Kalman Particle Filter approach on state of charge estimation for lithium-ion battery

Energy ◽

10.1016/j.energy.2021.120805 ◽

2021 ◽

pp. 120805

Author(s):

Jiang Zhengxin ◽

Shi Qin ◽

Wei Yujiang ◽

Wei Hanlin ◽

Gao Bingzhao ◽

...

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Filter Approach ◽

State Of Charge Estimation

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