Battery remaining useful life prediction using improved mutated particle filter

Energy Storage ◽

10.1002/est2.218 ◽

2020 ◽

Author(s):

Junxia Li ◽

Miao Zhang ◽

Hui Zheng ◽

Jing Jie

Keyword(s):

Particle Filter ◽

Life Prediction ◽

Remaining Useful Life ◽

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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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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 for Airborne Fuel Pump Based on AR and Particle Filter

2017 Prognostics and System Health Management Conference (PHM-Harbin) ◽

10.1109/phm.2017.8079159 ◽

2017 ◽

Author(s):

Jiao Xiaoxuan ◽

Jing Bo ◽

Huang Yifeng ◽

Li Juan ◽

Xu Guangyue ◽

...

Keyword(s):

Particle Filter ◽

Life Prediction ◽

Remaining Useful Life ◽

Fuel Pump ◽

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Remaining Useful Life Prediction of Battery Using a Novel Indicator and Framework With Fractional Grey Model and Unscented Particle Filter

IEEE Transactions on Power Electronics ◽

10.1109/tpel.2019.2952620 ◽

2020 ◽

Vol 35 (6) ◽

pp. 5850-5859 ◽

Author(s):

Lin Chen ◽

Jing Chen ◽

Huimin Wang ◽

Yijue Wang ◽

Jingjing An ◽

...

Keyword(s):

Particle Filter ◽

Life Prediction ◽

Remaining Useful Life ◽

Unscented Particle Filter ◽

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Remaining Useful Life Prediction of Lithium-Ion Batteries Using Neural Network and Bat-Based Particle Filter

IEEE Access ◽

10.1109/access.2019.2913163 ◽

2019 ◽

Vol 7 ◽

pp. 54843-54854 ◽

Author(s):

Yi Wu ◽

Wei Li ◽

Youren Wang ◽

Kai Zhang

Keyword(s):

Neural Network ◽

Particle Filter ◽

Lithium Ion Batteries ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

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Remaining Useful Life Prediction for Complex Systems With Multiple Indicators Based on Particle Filter and Parameter Correlation

IEEE Access ◽

10.1109/access.2020.3041682 ◽

2020 ◽

Vol 8 ◽

pp. 215145-215156

Author(s):

Shaowei Chen ◽

Meinan Wang ◽

Dengshan Huang ◽

Pengfei Wen ◽

Shengyue Wang ◽

...

Keyword(s):

Complex Systems ◽

Particle Filter ◽

Life Prediction ◽

Remaining Useful Life ◽

Multiple Indicators ◽

Parameter Correlation ◽

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Similarity-based Particle Filter for Remaining Useful Life prediction with enhanced performance

Applied Soft Computing ◽

10.1016/j.asoc.2020.106474 ◽

2020 ◽

Vol 94 ◽

pp. 106474

Author(s):

Haoshu Cai ◽

Jianshe Feng ◽

Wenzhe Li ◽

Yuan-Ming Hsu ◽

Jay Lee

Keyword(s):

Particle Filter ◽

Life Prediction ◽

Remaining Useful Life ◽

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A Hybrid TLBO-Particle Filter Algorithm Applied to Remaining Useful Life Prediction in the Presence of Multiple Degradation Factors

2020 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec48606.2020.9185898 ◽

2020 ◽

Author(s):

Leonardo R. Rodrigues ◽

Daniel B. P. Coelho ◽

Joao Paulo P. Gomes

Keyword(s):

Particle Filter ◽

Life Prediction ◽

Remaining Useful Life ◽

Useful Life ◽

Particle Filter Algorithm

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Remaining Useful Life Prediction of Hybrid Ceramic Bearings Using an Integrated Deep Learning and Particle Filter Approach

Applied Sciences ◽

10.3390/app7070649 ◽

2017 ◽

Vol 7 (7) ◽

pp. 649 ◽

Author(s):

Jason Deutsch ◽

Miao He ◽

David He

Keyword(s):

Deep Learning ◽

Particle Filter ◽

Life Prediction ◽

Remaining Useful Life ◽

Useful Life ◽

Filter Approach ◽

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