A sequential capacity estimation for the lithium-ion batteries combining incremental capacity curve and discrete Arrhenius fading model

Sun, Tao; Xu, Bowen; Cui, Yifan; Feng, Xuning; Han, Xuebing; Zheng, Yuejiu

doi:10.1016/j.jpowsour.2020.229248

A sequential capacity estimation for the lithium-ion batteries combining incremental capacity curve and discrete Arrhenius fading model

Journal Article · Mon Feb 01 00:00:00 EST 2021 · Journal of Power Sources

DOI:https://doi.org/10.1016/j.jpowsour.2020.229248· OSTI ID:2280186

Sun, Tao; Xu, Bowen; Cui, Yifan; Feng, Xuning; Han, Xuebing; Zheng, Yuejiu

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Sponsoring Organization:: USDOE

OSTI ID:: 2280186

Journal Information:: Journal of Power Sources, Journal Name: Journal of Power Sources Journal Issue: C Vol. 484; ISSN 0378-7753

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

References (37)

A Comparative Study of Charging Voltage Curve Analysis and State of Health Estimation of Lithium-ion Batteries in Electric Vehicle Han, Xuebing; Feng, Xuning; Ouyang, Minggao Automotive Innovation, Vol. 2, Issue 4 https://doi.org/10.1007/s42154-019-00080-2	journal	December 2019
An accelerated calendar and cycle life study of Li-ion cells Bloom, I.; Cole, B. W.; Sohn, J. J. Journal of Power Sources, Vol. 101, Issue 2 https://doi.org/10.1016/S0378-7753(01)00783-2	journal	October 2001
A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion polymer battery in electric vehicles Xiong, Rui; Sun, Fengchun; Chen, Zheng Applied Energy, Vol. 113 https://doi.org/10.1016/j.apenergy.2013.07.061	journal	January 2014
A generic model-free approach for lithium-ion battery health management Bai, Guangxing; Wang, Pingfeng; Hu, Chao Applied Energy, Vol. 135 https://doi.org/10.1016/j.apenergy.2014.08.059	journal	December 2014
A dynamic capacity degradation model and its applications considering varying load for a large format Li-ion battery Ouyang, Minggao; Feng, Xuning; Han, Xuebing Applied Energy, Vol. 165 https://doi.org/10.1016/j.apenergy.2015.12.063	journal	March 2016
An online method for lithium-ion battery remaining useful life estimation using importance sampling and neural networks Wu, Ji; Zhang, Chenbin; Chen, Zonghai Applied Energy, Vol. 173 https://doi.org/10.1016/j.apenergy.2016.04.057	journal	July 2016
Real-time state-of-health estimation for electric vehicle batteries: A data-driven approach You, Gae-won; Park, Sangdo; Oh, Dukjin Applied Energy, Vol. 176 https://doi.org/10.1016/j.apenergy.2016.05.051	journal	August 2016
State-of-health monitoring of lithium-ion battery modules and packs via incremental capacity peak tracking Weng, Caihao; Feng, Xuning; Sun, Jing Applied Energy, Vol. 180 https://doi.org/10.1016/j.apenergy.2016.07.126	journal	October 2016
State-of-health estimation for the lithium-ion battery based on support vector regression Yang, Duo; Wang, Yujie; Pan, Rui Applied Energy, Vol. 227 https://doi.org/10.1016/j.apenergy.2017.08.096	journal	October 2018
A novel capacity estimation method for lithium-ion batteries using fusion estimation of charging curve sections and discrete Arrhenius aging model Zheng, Yuejiu; Qin, Chao; Lai, Xin Applied Energy, Vol. 251 https://doi.org/10.1016/j.apenergy.2019.113327	journal	October 2019
Parameter sensitivity analysis and simplification of equivalent circuit model for the state of charge of lithium-ion batteries Lai, Xin; Wang, Shuyu; Ma, Shangde Electrochimica Acta, Vol. 330 https://doi.org/10.1016/j.electacta.2019.135239	journal	January 2020
Adaptive unscented Kalman filtering for state of charge estimation of a lithium-ion battery for electric vehicles Sun, Fengchun; Hu, Xiaosong; Zou, Yuan Energy, Vol. 36, Issue 5 https://doi.org/10.1016/j.energy.2011.03.059	journal	May 2011
A novel capacity estimation method based on charging curve sections for lithium-ion batteries in electric vehicles Zheng, Yuejiu; Wang, Jingjing; Qin, Chao Energy, Vol. 185 https://doi.org/10.1016/j.energy.2019.07.059	journal	October 2019
Pseudo-two-dimensional model and impedance diagnosis of micro internal short circuit in lithium-ion cells Kong, Xiangdong; Plett, Gregory L.; Scott Trimboli, M. Journal of Energy Storage, Vol. 27 https://doi.org/10.1016/j.est.2019.101085	journal	February 2020
A hybrid state-of-charge estimation method based on credible increment for electric vehicle applications with large sensor and model errors Lai, Xin; Wang, Shuyu; He, Long Journal of Energy Storage, Vol. 27 https://doi.org/10.1016/j.est.2019.101106	journal	February 2020
Aging characteristics-based health diagnosis and remaining useful life prognostics for lithium-ion batteries Zhang, YongZhi; Xiong, Rui; He, HongWen eTransportation, Vol. 1 https://doi.org/10.1016/j.etran.2019.100004	journal	August 2019
A review on the key issues of the lithium ion battery degradation among the whole life cycle Han, Xuebing; Lu, Languang; Zheng, Yuejiu eTransportation, Vol. 1 https://doi.org/10.1016/j.etran.2019.100005	journal	August 2019
A reliable approach of differentiating discrete sampled-data for battery diagnosis Feng, Xuning; Merla, Yu; Weng, Caihao eTransportation, Vol. 3 https://doi.org/10.1016/j.etran.2020.100051	journal	February 2020
A method of cell-to-cell variation evaluation for battery packs in electric vehicles with charging cloud data Lu, Yifan; Li, Kai; Han, Xuebing eTransportation, Vol. 6 https://doi.org/10.1016/j.etran.2020.100077	journal	November 2020
Remaining useful life prediction based on denoising technique and deep neural network for lithium-ion capacitors Yang, Hao; Wang, Penglei; An, Yabin eTransportation, Vol. 5 https://doi.org/10.1016/j.etran.2020.100078	journal	August 2020
Recursive approximate weighted total least squares estimation of battery cell total capacity Plett, Gregory L. Journal of Power Sources, Vol. 196, Issue 4 https://doi.org/10.1016/j.jpowsour.2010.09.048	journal	February 2011
Cycle-life model for graphite-LiFePO4 cells Wang, John; Liu, Ping; Hicks-Garner, Jocelyn Journal of Power Sources, Vol. 196, Issue 8 https://doi.org/10.1016/j.jpowsour.2010.11.134	journal	April 2011
Synthesize battery degradation modes via a diagnostic and prognostic model Dubarry, Matthieu; Truchot, Cyril; Liaw, Bor Yann Journal of Power Sources, Vol. 219 https://doi.org/10.1016/j.jpowsour.2012.07.016	journal	December 2012
Using probability density function to evaluate the state of health of lithium-ion batteries Feng, Xuning; Li, Jianqiu; Ouyang, Minggao Journal of Power Sources, Vol. 232 https://doi.org/10.1016/j.jpowsour.2013.01.018	journal	June 2013
On-board state of health monitoring of lithium-ion batteries using incremental capacity analysis with support vector regression Weng, Caihao; Cui, Yujia; Sun, Jing Journal of Power Sources, Vol. 235, p. 36-44 https://doi.org/10.1016/j.jpowsour.2013.02.012	journal	August 2013
Development of a voltage relaxation model for rapid open-circuit voltage prediction in lithium-ion batteries Pei, Lei; Wang, Tiansi; Lu, Rengui Journal of Power Sources, Vol. 253 https://doi.org/10.1016/j.jpowsour.2013.12.083	journal	May 2014
A comparative study of commercial lithium ion battery cycle life in electric vehicle: Capacity loss estimation Han, Xuebing; Ouyang, Minggao; Lu, Languang Journal of Power Sources, Vol. 268 https://doi.org/10.1016/j.jpowsour.2014.06.111	journal	December 2014
Understanding aging mechanisms in lithium-ion battery packs: From cell capacity loss to pack capacity evolution Zheng, Yuejiu; Ouyang, Minggao; Lu, Languang Journal of Power Sources, Vol. 278 https://doi.org/10.1016/j.jpowsour.2014.12.105	journal	March 2015
Physically-based reduced-order capacity loss model for graphite anodes in Li-ion battery cells Jin, Xing; Vora, Ashish; Hoshing, Vaidehi Journal of Power Sources, Vol. 342 https://doi.org/10.1016/j.jpowsour.2016.12.099	journal	February 2017
Gaussian process regression for forecasting battery state of health Richardson, Robert R.; Osborne, Michael A.; Howey, David A. Journal of Power Sources, Vol. 357 https://doi.org/10.1016/j.jpowsour.2017.05.004	journal	July 2017
Prognostic health condition for lithium battery using the partial incremental capacity and Gaussian process regression Li, Xiaoyu; Wang, Zhenpo; Yan, Jinying Journal of Power Sources, Vol. 421 https://doi.org/10.1016/j.jpowsour.2019.03.008	journal	May 2019
Battery life estimation based on cloud data for electric vehicles Li, Kai; Zhou, Ping; Lu, Yifan Journal of Power Sources, Vol. 468 https://doi.org/10.1016/j.jpowsour.2020.228192	journal	August 2020
A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations Hannan, M. A.; Lipu, M. S. H.; Hussain, A. Renewable and Sustainable Energy Reviews, Vol. 78 https://doi.org/10.1016/j.rser.2017.05.001	journal	October 2017
Smoothing and Differentiation of Data by Simplified Least Squares Procedures. Savitzky, Abraham.; Golay, M. J. E. Analytical Chemistry, Vol. 36, Issue 8 https://doi.org/10.1021/ac60214a047	journal	July 1964
On sequential Monte Carlo sampling methods for Bayesian filtering Doucet, Arnaud; Godsill, Simon; Andrieu, Christophe Statistics and Computing, Vol. 10, Issue 3, p. 197-208 https://doi.org/10.1023/A:1008935410038	journal	January 2000
Comparison of resampling schemes for particle filtering Douc, R.; Cappe, O. ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005. https://doi.org/10.1109/ISPA.2005.195385	conference	January 2005
Online State-of-Health Estimation for Li-Ion Battery Using Partial Charging Segment Based on Support Vector Machine Feng, Xuning; Weng, Caihao; He, Xiangming IEEE Transactions on Vehicular Technology, Vol. 68, Issue 9 https://doi.org/10.1109/TVT.2019.2927120	journal	September 2019

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