Cycle life prediction of lithium ion battery based on DE-BP neural network

2019 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC) ◽

10.1109/sdpc.2019.00033 ◽

2019 ◽

Author(s):

Zhao Yao ◽

Shun Lu ◽

Yingshun Li ◽

Xiaojian Yi

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Bp Neural Network ◽

Life Prediction ◽

Lithium Ion ◽

Cycle Life

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A hybrid approach based on decomposition algorithm and neural network for remaining useful life prediction of lithium-ion battery

Reliability Engineering & System Safety ◽

10.1016/j.ress.2021.108082 ◽

2021 ◽

pp. 108082

Author(s):

Ting Tang ◽

Huimei Yuan

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Life Prediction ◽

Hybrid Approach ◽

Lithium Ion ◽

Remaining Useful Life ◽

Decomposition Algorithm ◽

Useful Life

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A Comparison of Machine Learning Algorithms on Lithium-ion Battery Cycle Life Prediction

10.1109/ubmk52708.2021.9558946 ◽

2021 ◽

Author(s):

Melike Dokgoz ◽

Yusuf Yaslan

Keyword(s):

Machine Learning ◽

Lithium Ion Battery ◽

Life Prediction ◽

Learning Algorithms ◽

Lithium Ion ◽

Machine Learning Algorithms ◽

Cycle Life

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A Comparative Analysis of Lithium Ion Battery Input Profiles for Remaining Useful Life Prediction by Cascade Forward Neural Network

2021 IEEE World AI IoT Congress (AIIoT) ◽

10.1109/aiiot52608.2021.9454234 ◽

2021 ◽

Author(s):

Shaheer Ansari ◽

Afida Ayob ◽

M.S. Hossain Lipu ◽

Mohamad Hanif Md Saad ◽

Aini Hussain

Keyword(s):

Neural Network ◽

Comparative Analysis ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

Useful Life

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Hybrid Neural Network Method of the Lithium-Ion Battery Remaining Useful Life Prediction

10.1007/978-981-16-7210-1_15 ◽

2021 ◽

pp. 159-167

Author(s):

Dexin Gao ◽

Xin Liu ◽

Qing Yang

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

Hybrid Neural Network ◽

Neural Network Method ◽

Network Method ◽

Useful Life

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Remaining Useful Life Prediction of Power Lithium-Ion Battery based on Artificial Neural Network Model

Proceedings of the 2017 International Conference on Mechanical, Electronic, Control and Automation Engineering (MECAE 2017) ◽

10.2991/mecae-17.2017.70 ◽

2017 ◽

Author(s):

Enguang Hou ◽

Xin Qiao ◽

Guangmin Liu

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Lithium Ion Battery ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

Useful Life

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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 ◽

Useful Life

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Remaining Useful Life Prediction of Lithium-ion Battery Based on Unscented Kalman Filter and Back propagation Neural Network

2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls.2019.8908952 ◽

2019 ◽

Author(s):

Zhouxiao Xiao ◽

Huajing Fang ◽

Zheng Li ◽

Yang Chang

Keyword(s):

Neural Network ◽

Kalman Filter ◽

Lithium Ion Battery ◽

Life Prediction ◽

Unscented Kalman Filter ◽

Back Propagation ◽

Lithium Ion ◽

Back Propagation Neural Network ◽

Remaining Useful Life ◽

Useful Life

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Optimal BP neural network algorithm for state of charge estimation of lithium-ion battery using PSO with PCA feature selection

Journal of Renewable and Sustainable Energy ◽

10.1063/1.5008491 ◽

2017 ◽

Vol 9 (6) ◽

pp. 064102 ◽

Cited By ~ 14

Author(s):

M. S. Hossain Lipu ◽

M. A. Hannan ◽

Aini Hussain ◽

M. H. M. Saad

Keyword(s):

Neural Network ◽

Feature Selection ◽

Lithium Ion Battery ◽

Bp Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

Network Algorithm ◽

Neural Network Algorithm ◽

State Of Charge Estimation

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Cycle life prediction for lithium-ion battery based on GM(1, N) grey model

2015 34th Chinese Control Conference (CCC) ◽

10.1109/chicc.2015.7260258 ◽

2015 ◽

Author(s):

Wang Tong ◽

Cui Naxin ◽

Shang Yunlong ◽

Zhang Chenghui

Keyword(s):

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Cycle Life ◽

Grey Model

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Satellite Lithium-Ion Battery Remaining Cycle Life Prediction with Novel Indirect Health Indicator Extraction

Energies ◽

10.3390/en6083654 ◽

2013 ◽

Vol 6 (8) ◽

pp. 3654-3668 ◽

Cited By ~ 84

Author(s):

Datong Liu ◽

Hong Wang ◽

Yu Peng ◽

Wei Xie ◽

Haitao Liao

Keyword(s):

Lithium Ion Battery ◽

Life Prediction ◽

Lithium Ion ◽

Cycle Life ◽

Health Indicator

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