Parameter identification of fractional‐order model with transfer learning for aging lithium‐ion batteries

International Journal of Energy Research ◽

10.1002/er.6614 ◽

2021 ◽

Author(s):

Dongxu Guo ◽

Geng Yang ◽

Xuebing Han ◽

Xuning Feng ◽

Languang Lu ◽

...

Keyword(s):

Parameter Identification ◽

Lithium Ion Batteries ◽

Transfer Learning ◽

Fractional Order ◽

Lithium Ion ◽

Order Model ◽

Fractional Order Model

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A physics-based fractional order model and state of energy estimation for lithium ion batteries. Part II: Parameter identification and state of energy estimation for LiFePO 4 battery

Journal of Power Sources ◽

10.1016/j.jpowsour.2017.09.048 ◽

2017 ◽

Vol 367 ◽

pp. 202-213 ◽

Cited By ~ 13

Author(s):

Xiaoyu Li ◽

Ke Pan ◽

Guodong Fan ◽

Rengui Lu ◽

Chunbo Zhu ◽

...

Keyword(s):

Parameter Identification ◽

Lithium Ion Batteries ◽

Fractional Order ◽

Lithium Ion ◽

Order Model ◽

Energy Estimation ◽

Fractional Order Model

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Online Estimation of Electrochemical Impedance Spectra for Lithium-Ion Batteries via Discrete Fractional Order Model

2013 IEEE Vehicle Power and Propulsion Conference (VPPC) ◽

10.1109/vppc.2013.6671694 ◽

2013 ◽

Cited By ~ 8

Author(s):

Shifei Yuan ◽

Hongjie Wu ◽

Xi Zhang ◽

Chengliang Yin

Keyword(s):

Lithium Ion Batteries ◽

Fractional Order ◽

Electrochemical Impedance ◽

Lithium Ion ◽

Impedance Spectra ◽

Order Model ◽

Electrochemical Impedance Spectra ◽

Online Estimation ◽

Fractional Order Model

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Parameter Identification Method for Fractional-order Model of Lithium-ion Battery

2018 IEEE International Power Electronics and Application Conference and Exposition (PEAC) ◽

10.1109/peac.2018.8590274 ◽

2018 ◽

Author(s):

Dongxu Guo ◽

Geng Yang ◽

Xing Zhou ◽

Languang Lu ◽

Minggao Ouyang

Keyword(s):

Parameter Identification ◽

Lithium Ion Battery ◽

Fractional Order ◽

Lithium Ion ◽

Order Model ◽

Identification Method ◽

Fractional Order Model

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A modified-electrochemical impedance spectroscopy-based multi-time-scale fractional-order model for lithium-ion batteries

Electrochimica Acta ◽

10.1016/j.electacta.2021.139066 ◽

2021 ◽

pp. 139066

Author(s):

Haijun Ruan ◽

Bingxiang Sun ◽

Jiuchun Jiang ◽

Weige Zhang ◽

Xitian He ◽

...

Keyword(s):

Electrochemical Impedance Spectroscopy ◽

Impedance Spectroscopy ◽

Lithium Ion Batteries ◽

Fractional Order ◽

Time Scale ◽

Electrochemical Impedance ◽

Lithium Ion ◽

Order Model ◽

Fractional Order Model

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A Novel Fractional Order Model for State of Charge Estimation in Lithium Ion Batteries

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2018.2880085 ◽

2019 ◽

Vol 68 (5) ◽

pp. 4130-4139 ◽

Cited By ~ 39

Author(s):

Rui Xiong ◽

Jinpeng Tian ◽

Weixiang Shen ◽

Fengchun Sun

Keyword(s):

Lithium Ion Batteries ◽

Fractional Order ◽

Lithium Ion ◽

State Of Charge ◽

Order Model ◽

Fractional Order Model ◽

State Of Charge Estimation

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A physics-based fractional order model and state of energy estimation for lithium ion batteries. Part I: Model development and observability analysis

Journal of Power Sources ◽

10.1016/j.jpowsour.2017.09.049 ◽

2017 ◽

Vol 367 ◽

pp. 187-201 ◽

Cited By ~ 22

Author(s):

Xiaoyu Li ◽

Guodong Fan ◽

Ke Pan ◽

Guo Wei ◽

Chunbo Zhu ◽

...

Keyword(s):

Lithium Ion Batteries ◽

Fractional Order ◽

Model Development ◽

Lithium Ion ◽

Order Model ◽

Energy Estimation ◽

Observability Analysis ◽

Fractional Order Model

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Fractional-Order Model-Based Incremental Capacity Analysis for Degradation State Recognition of Lithium-Ion Batteries

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2018.2798606 ◽

2019 ◽

Vol 66 (2) ◽

pp. 1576-1584 ◽

Cited By ~ 52

Author(s):

Jinpeng Tian ◽

Rui Xiong ◽

Quanqing Yu

Keyword(s):

Lithium Ion Batteries ◽

Fractional Order ◽

Lithium Ion ◽

Capacity Analysis ◽

Order Model ◽

State Recognition ◽

Model Based ◽

Fractional Order Model ◽

Incremental Capacity ◽

Degradation State

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State-of-Charge and State-of-Health Estimation for Lithium-Ion Batteries Based on Dual Fractional-Order Extended Kalman Filter and Online Parameter Identification

IEEE Access ◽

10.1109/access.2021.3068813 ◽

2021 ◽

pp. 1-1

Author(s):

Liuyi Ling ◽

Ying Wei

Keyword(s):

Kalman Filter ◽

Parameter Identification ◽

Lithium Ion Batteries ◽

Extended Kalman Filter ◽

Fractional Order ◽

Lithium Ion ◽

State Of Charge ◽

State Of Health

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Joint estimation of state of charge and state of health of lithium-ion battery based on fractional order model

Journal of Power Electronics ◽

10.1007/s43236-021-00362-1 ◽

2021 ◽

Author(s):

Yuanzhong Xu ◽

Bohan Hu ◽

Tiezhou Wu ◽

Tingyi Xiao

Keyword(s):

Lithium Ion Battery ◽

Fractional Order ◽

Lithium Ion ◽

State Of Charge ◽

Joint Estimation ◽

State Of Health ◽

Order Model ◽

Fractional Order Model

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Online Parameter Identification of a Fractional Order Model

2018 IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc.2018.8619723 ◽

2018 ◽

Cited By ~ 2

Author(s):

Oliver Stark ◽

Martin Kupper ◽

Stefan Krebs ◽

Soren Hohmann

Keyword(s):

Parameter Identification ◽

Fractional Order ◽

Order Model ◽

Fractional Order Model

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