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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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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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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The State of Charge Estimation of Lithium-Ion Batteries Based on a Proportional-Integral Observer

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2013.2287375 ◽

2014 ◽

Vol 63 (4) ◽

pp. 1614-1621 ◽

Cited By ~ 133

Author(s):

Jun Xu ◽

Chunting Chris Mi ◽

Binggang Cao ◽

Junjun Deng ◽

Zheng Chen ◽

...

Keyword(s):

Lithium Ion Batteries ◽

Lithium Ion ◽

The State ◽

State Of Charge ◽

Proportional Integral ◽

State Of Charge Estimation

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A Cubature Particle Filter Algorithm to Estimate the State of the Charge of Lithium-Ion Batteries Based on a Second-Order Equivalent Circuit Model

Energies ◽

10.3390/en10040457 ◽

2017 ◽

Vol 10 (4) ◽

pp. 457 ◽

Cited By ~ 29

Author(s):

Bizhong Xia ◽

Zhen Sun ◽

Ruifeng Zhang ◽

Zizhou Lao

Keyword(s):

Particle Filter ◽

Lithium Ion Batteries ◽

Equivalent Circuit ◽

Equivalent Circuit Model ◽

Lithium Ion ◽

Circuit Model ◽

Second Order ◽

The State ◽

Particle Filter Algorithm

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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 ◽

Cited By ~ 50

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 ◽

Double Scale

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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 ◽

Cited By ~ 29

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 Novel Intelligent Method for the State of Charge Estimation of Lithium-Ion Batteries Using a Discrete Wavelet Transform-Based Wavelet Neural Network

Energies ◽

10.3390/en11040995 ◽

2018 ◽

Vol 11 (4) ◽

pp. 995 ◽

Cited By ~ 10

Author(s):

Deyu Cui ◽

Bizhong Xia ◽

Ruifeng Zhang ◽

Zhen Sun ◽

Zizhou Lao ◽

...

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

Wavelet Neural Network ◽

The State ◽

State Of Charge ◽

Discrete Wavelet ◽

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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Noise Propagation Analyzes in the State of Charge Estimation Models of Lithium ion Batteries

2019 4th International Symposium on Instrumentation Systems, Circuits and Transducers (INSCIT) ◽

10.1109/inscit.2019.8868605 ◽

2019 ◽

Author(s):

Jonathan J. P. Moura ◽

Caio L. G. S. Alves ◽

Juan M. M. Villanueva ◽

Frank W. Rodrigues ◽

Rafael P. Medeiros

Keyword(s):

Lithium Ion Batteries ◽

Lithium Ion ◽

The State ◽

State Of Charge ◽

Noise Propagation ◽

State Of Charge Estimation ◽

Estimation Models

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Improving the state of charge estimation of reused lithium-ion batteries by abating hysteresis using machine learning technique

Journal of Energy Storage ◽

10.1016/j.est.2020.101678 ◽

2020 ◽

Vol 32 ◽

pp. 101678

Author(s):

Zhicheng Xu ◽

Jun Wang ◽

Qi Fan ◽

Peter D. Lund ◽

Jie Hong

Keyword(s):

Machine Learning ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

The State ◽

State Of Charge ◽

Machine Learning Technique ◽

Learning Technique ◽

State Of Charge Estimation

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