SOC and SOH Joint Estimation of Lithium-Ion Battery Based on Improved Particle Filter Algorithm

Journal of Electrical Engineering and Technology ◽

10.1007/s42835-021-00861-y ◽

2021 ◽

Author(s):

Tiezhou Wu ◽

Sizhe Liu ◽

Zhikun Wang ◽

Yiheng Huang

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Joint Estimation ◽

Particle Filter Algorithm

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Lithium-ion battery state of charge and parameters joint estimation using cubature Kalman filter and particle filter

Journal of Power Electronics ◽

10.1007/s43236-019-00023-4 ◽

2019 ◽

Vol 20 (1) ◽

pp. 292-307 ◽

Author(s):

Wei Xu ◽

Jinli Xu ◽

Xiaofeng Yan

Keyword(s):

Kalman Filter ◽

Particle Filter ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Joint Estimation ◽

Cubature Kalman Filter ◽

Battery State Of Charge

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Novel co‐estimation strategy based on forgetting factor dual particle filter algorithm for the state of charge and state of health of the lithium‐ion battery

International Journal of Energy Research ◽

10.1002/er.7230 ◽

2021 ◽

Author(s):

Pu Ren ◽

Shunli Wang ◽

Junhan Huang ◽

Xianpei Chen ◽

Mingfang He ◽

...

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Lithium Ion ◽

The State ◽

State Of Charge ◽

State Of Health ◽

Forgetting Factor ◽

Estimation Strategy ◽

Particle Filter Algorithm

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Remaining useful life prediction of lithium‐ion battery based on an improved particle filter algorithm

The Canadian Journal of Chemical Engineering ◽

10.1002/cjce.23675 ◽

2019 ◽

Vol 98 (6) ◽

pp. 1365-1376 ◽

Author(s):

Guo Xie ◽

Xi Peng ◽

Xin Li ◽

Xinhong Hei ◽

Shaolin Hu

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

Useful Life ◽

Particle Filter Algorithm

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Remaining useful life prediction for lithium-ion battery by combining an improved particle filter with sliding-window gray model

Energy Reports ◽

10.1016/j.egyr.2020.07.026 ◽

2020 ◽

Vol 6 ◽

pp. 2086-2093

Author(s):

Lin Chen ◽

Jingjing An ◽

Huimin Wang ◽

Mo Zhang ◽

Haihong Pan

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Sliding Window ◽

Remaining Useful Life ◽

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Joint estimation of state of charge and state of health of lithium-ion battery based on fractional order model

Journal of Power Electronics ◽

10.1007/s43236-021-00362-1 ◽

2021 ◽

Author(s):

Yuanzhong Xu ◽

Bohan Hu ◽

Tiezhou Wu ◽

Tingyi Xiao

Keyword(s):

Lithium Ion Battery ◽

Fractional Order ◽

Lithium Ion ◽

State Of Charge ◽

Joint Estimation ◽

State Of Health ◽

Order Model ◽

Fractional Order Model

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Remaining useful life prediction of lithium-ion battery with unscented particle filter technique

Microelectronics Reliability ◽

10.1016/j.microrel.2012.12.004 ◽

2013 ◽

Vol 53 (6) ◽

pp. 805-810 ◽

Author(s):

Qiang Miao ◽

Lei Xie ◽

Hengjuan Cui ◽

Wei Liang ◽

Michael Pecht

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

Filter Technique ◽

Unscented Particle Filter ◽

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Remaining useful life prediction of lithium‐ion battery based on extended Kalman particle filter

International Journal of Energy Research ◽

10.1002/er.5002 ◽

2019 ◽

Vol 44 (3) ◽

pp. 1724-1734 ◽

Author(s):

Bin Duan ◽

Qi Zhang ◽

Fei Geng ◽

Chenghui Zhang

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

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Remaining Useful Life Prediction of Lithium-Ion Battery Based on Gauss–Hermite Particle Filter

IEEE Transactions on Control Systems Technology ◽

10.1109/tcst.2018.2819965 ◽

2019 ◽

Vol 27 (4) ◽

pp. 1788-1795 ◽

Author(s):

Yan Ma ◽

Yang Chen ◽

Xiuwen Zhou ◽

Hong Chen

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

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State-of-health estimation of lithium-ion battery packs in electric vehicles based on genetic resampling particle filter

Applied Energy ◽

10.1016/j.apenergy.2016.08.138 ◽

2016 ◽

Vol 182 ◽

pp. 558-568 ◽

Author(s):

Jun Bi ◽

Ting Zhang ◽

Haiyang Yu ◽

Yanqiong Kang

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Electric Vehicles ◽

Lithium Ion ◽

State Of Health ◽

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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 ◽

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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