Evaluation study of different useful life estimation techniques of lithium-ion battery

2016 Third International Conference on Electrical, Electronics, Computer Engineering and their Applications (EECEA) ◽

10.1109/eecea.2016.7470769 ◽

2016 ◽

Author(s):

Nabil Karami ◽

Hiba El-Sheikh ◽

Nazih Moubayed

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

Evaluation Study ◽

Estimation Techniques ◽

Life Estimation ◽

Useful Life

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The Remaining Useful Life Estimation of Lithium-ion Battery Based on Improved Extreme Learning Machine Algorithm

International Journal of Electrochemical Science ◽

10.20964/2018.05.84 ◽

2018 ◽

pp. 4991-5004 ◽

Cited By ~ 8

Author(s):

Jing Yang ◽

Keyword(s):

Lithium Ion Battery ◽

Extreme Learning Machine ◽

Lithium Ion ◽

Remaining Useful Life ◽

Life Estimation ◽

Useful Life ◽

Learning Machine

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Prognosis and Remaining Useful Life Estimation of Lithium-Ion Battery with Optimal Multi-Level Particle Filter and Genetic Algorithm

Batteries ◽

10.3390/batteries4020015 ◽

2018 ◽

Vol 4 (2) ◽

pp. 15 ◽

Cited By ~ 3

Author(s):

Chinedu Ossai

Keyword(s):

Genetic Algorithm ◽

Particle Filter ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Remaining Useful Life ◽

Life Estimation ◽

Useful Life ◽

Multi Level

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LITHIUM-ION BATTERY REMAINING USEFUL LIFE ESTIMATION BASED ON ENSEMBLE LEARNING WITH LS-SVM ALGORITHM

Advances in Battery Manufacturing, Service, and Management Systems ◽

10.1002/9781119060741.ch9 ◽

2016 ◽

pp. 217-232 ◽

Cited By ~ 2

Author(s):

Yu Peng ◽

Siyuan Lu ◽

Wei Xie ◽

Datong Liu ◽

Haitao Liao

Keyword(s):

Lithium Ion Battery ◽

Ensemble Learning ◽

Lithium Ion ◽

Remaining Useful Life ◽

Life Estimation ◽

Svm Algorithm ◽

Useful Life

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Uncertainty quantification of fusion prognostics for lithium-ion battery remaining useful life estimation

2013 IEEE Conference on Prognostics and Health Management (PHM) ◽

10.1109/icphm.2013.6621441 ◽

2013 ◽

Cited By ~ 7

Author(s):

Datong Liu ◽

Yue Luo ◽

Limeng Guo ◽

Yu Peng

Keyword(s):

Uncertainty Quantification ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Remaining Useful Life ◽

Life Estimation ◽

Useful Life ◽

Fusion Prognostics

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Lithium-ion Battery Degradation Assessment and Remaining Useful Life Estimation in Hybrid Electric Vehicle

Renewable Energy and Sustainable Development ◽

10.21622/resd.2016.02.1.037 ◽

2016 ◽

Vol 2 (1) ◽

pp. 37-44 ◽

Cited By ~ 2

Author(s):

Nabil Laayouj ◽

◽

Hicham Jamouli

Keyword(s):

Lithium Ion Battery ◽

Electric Vehicle ◽

Hybrid Electric Vehicle ◽

Lithium Ion ◽

Remaining Useful Life ◽

Life Estimation ◽

Battery Degradation ◽

Useful Life ◽

Hybrid Electric

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An optimized Relevance Vector Machine with incremental learning strategy for lithium-ion battery remaining useful life estimation

2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) ◽

10.1109/i2mtc.2013.6555479 ◽

2013 ◽

Cited By ~ 11

Author(s):

Jianbao Zhou ◽

Datong Liu ◽

Yu Peng ◽

Xiyuan Peng

Keyword(s):

Lithium Ion Battery ◽

Incremental Learning ◽

Learning Strategy ◽

Lithium Ion ◽

Relevance Vector Machine ◽

Remaining Useful Life ◽

Life Estimation ◽

Useful Life

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Satellite lithium-ion battery remaining useful life estimation with an iterative updated RVM fused with the KF algorithm

Chinese Journal of Aeronautics ◽

10.1016/j.cja.2017.11.010 ◽

2018 ◽

Vol 31 (1) ◽

pp. 31-40 ◽

Cited By ~ 31

Author(s):

Yuchen SONG ◽

Datong LIU ◽

Yandong HOU ◽

Jinxiang YU ◽

Yu PENG

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

Remaining Useful Life ◽

Life Estimation ◽

Useful Life

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A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations

Journal of Cleaner Production ◽

10.1016/j.jclepro.2018.09.065 ◽

2018 ◽

Vol 205 ◽

pp. 115-133 ◽

Cited By ~ 109

Author(s):

M.S. Hossain Lipu ◽

M.A. Hannan ◽

Aini Hussain ◽

M.M. Hoque ◽

Pin J. Ker ◽

...

Keyword(s):

Lithium Ion Battery ◽

Electric Vehicles ◽

Lithium Ion ◽

Remaining Useful Life ◽

Estimation Methods ◽

State Of Health ◽

Life Estimation ◽

Useful Life

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Data-driven framework for lithium-ion battery remaining useful life estimation based on improved nonlinear degradation factor

2013 IEEE 11th International Conference on Electronic Measurement & Instruments ◽

10.1109/icemi.2013.6743205 ◽

2013 ◽

Author(s):

Guo Limeng ◽

Pang Jingyue ◽

Liu Datong ◽

Peng Xiyuan

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

Remaining Useful Life ◽

Data Driven ◽

Life Estimation ◽

Degradation Factor ◽

Useful Life

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Lithium-ion battery remaining useful life estimation with an optimized Relevance Vector Machine algorithm with incremental learning

Measurement ◽

10.1016/j.measurement.2014.11.031 ◽

2015 ◽

Vol 63 ◽

pp. 143-151 ◽

Cited By ~ 83

Author(s):

Datong Liu ◽

Jianbao Zhou ◽

Dawei Pan ◽

Yu Peng ◽

Xiyuan Peng

Keyword(s):

Lithium Ion Battery ◽

Incremental Learning ◽

Lithium Ion ◽

Relevance Vector Machine ◽

Remaining Useful Life ◽

Life Estimation ◽

Useful Life

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