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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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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Remaining useful life prediction of lithium-ion battery based on improved cuckoo search particle filter and a novel state of charge estimation method

Journal of Power Sources ◽

10.1016/j.jpowsour.2020.227700 ◽

2020 ◽

Vol 450 ◽

pp. 227700 ◽

Author(s):

Xianghui Qiu ◽

Weixiong Wu ◽

Shuangfeng Wang

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Estimation Method ◽

Lithium Ion ◽

Cuckoo Search ◽

Remaining Useful Life ◽

State Of Charge ◽

Useful Life ◽

State Of Charge Estimation

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Lithium-ion battery state of health monitoring and remaining useful life prediction based on support vector regression-particle filter

Journal of Power Sources ◽

10.1016/j.jpowsour.2014.07.176 ◽

2014 ◽

Vol 271 ◽

pp. 114-123 ◽

Author(s):

Hancheng Dong ◽

Xiaoning Jin ◽

Yangbing Lou ◽

Changhong Wang

Keyword(s):

Particle Filter ◽

Support Vector Regression ◽

Lithium Ion Battery ◽

Health Monitoring ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

Support Vector ◽

State Of Health ◽

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Remaining useful life prediction of lithium-ion battery using a novel particle filter framework with grey neural network

Energy ◽

10.1016/j.energy.2021.122581 ◽

2021 ◽

pp. 122581

Author(s):

Lin Chen ◽

Yunhui Ding ◽

Bohao Liu ◽

Shuxiao Wu ◽

Yaodong Wang ◽

...

Keyword(s):

Neural Network ◽

Particle Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

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Remaining useful life prediction of electric vehicle lithium-ion battery based on particle filter method

2018 IEEE 3rd International Conference on Big Data Analysis (ICBDA) ◽

10.1109/icbda.2018.8367718 ◽

2018 ◽

Author(s):

Zachary Bosire Omariba ◽

Lijun Zhang ◽

Dongbai Sun

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Electric Vehicle ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

Filter Method ◽

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Heuristic Kalman optimized particle filter for remaining useful life prediction of lithium-ion battery

Microelectronics Reliability ◽

10.1016/j.microrel.2017.12.028 ◽

2018 ◽

Vol 81 ◽

pp. 232-243 ◽

Author(s):

Pham Luu Trung Duong ◽

Nagarajan Raghavan

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

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An improved unscented particle filter approach for lithium-ion battery remaining useful life prediction

Microelectronics Reliability ◽

10.1016/j.microrel.2017.12.036 ◽

2018 ◽

Vol 81 ◽

pp. 288-298 ◽

Author(s):

Heng Zhang ◽

Qiang Miao ◽

Xin Zhang ◽

Zhiwen Liu

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

Unscented Particle Filter ◽

Useful Life ◽

Filter Approach

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Lithium-ion Battery Remaining Useful Life Prediction Based on Exponential Smoothing and Particle Filter

International Journal of Electrochemical Science ◽

10.20964/2019.10.15 ◽

2019 ◽

pp. 9537-9551 ◽

Author(s):

Chaofeng Pan ◽

Keyword(s):

Particle Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Exponential Smoothing ◽

Remaining Useful Life ◽

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