How Does Model Reduction Affect Lithium-Ion Battery State of Charge Estimation Errors? Theory and Experiments

Partha P. Mishra; Mayank Garg; Sergio Mendoza; Ji Liu; Christopher D. Rahn; Hosam K. Fathy

doi:10.1149/2.0751702jes

How Does Model Reduction Affect Lithium-Ion Battery State of Charge Estimation Errors? Theory and Experiments

Journal of The Electrochemical Society ◽

10.1149/2.0751702jes ◽

2016 ◽

Vol 164 (2) ◽

pp. A237-A251 ◽

Cited By ~ 11

Author(s):

Partha P. Mishra ◽

Mayank Garg ◽

Sergio Mendoza ◽

Ji Liu ◽

Christopher D. Rahn ◽

...

Keyword(s):

Model Reduction ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Estimation Errors ◽

Battery State Of Charge ◽

State Of Charge Estimation ◽

Theory And Experiments

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On the relative contributions of bias and noise to lithium-ion battery state of charge estimation errors

Journal of Energy Storage ◽

10.1016/j.est.2017.01.006 ◽

2017 ◽

Vol 11 ◽

pp. 86-92 ◽

Cited By ~ 11

Author(s):

Sergio Mendoza ◽

Ji Liu ◽

Partha Mishra ◽

Hosam Fathy

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Estimation Errors ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Lithium‐ion battery state‐of‐charge estimation of an order‐reduced physics‐based model in electric vehicles considering erroneous initialization

International Journal of Energy Research ◽

10.1002/er.7403 ◽

2021 ◽

Author(s):

Aihua Tang ◽

Lei Yao ◽

Peng Gong ◽

Yihan Jiang

Keyword(s):

Lithium Ion Battery ◽

Electric Vehicles ◽

Lithium Ion ◽

State Of Charge ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Lithium-ion battery state of charge estimation based on dynamic neural network and Kalman filter

2018 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm.2018.8448734 ◽

2018 ◽

Author(s):

Chen Kun ◽

Mao Zhiwei ◽

Lai Yuehua ◽

Jiang Zhinong ◽

Zhang Jinjie

Keyword(s):

Neural Network ◽

Kalman Filter ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Dynamic Neural Network ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Lithium-ion battery state-of-charge estimation without current measurement using unscented recursive three-step filter

2020 8th International Electrical Engineering Congress (iEECON) ◽

10.1109/ieecon48109.2020.229495 ◽

2020 ◽

Author(s):

Jing Hou ◽

Yifan Zhang ◽

Tian Gao ◽

Yan Yang

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

Current Measurement ◽

State Of Charge ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Lithium-ion Battery State of Charge Estimation Method Using Optimized Deep Recurrent Neural Network Algorithm

2019 IEEE Industry Applications Society Annual Meeting ◽

10.1109/ias.2019.8912322 ◽

2019 ◽

Author(s):

M.S. Hossain Lipu ◽

M. A. Hannan ◽

Aini Hussain ◽

M.H.M. Saad ◽

A. Ayob ◽

...

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Recurrent Neural Network ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Deep Recurrent Neural Network ◽

Battery State Of Charge ◽

Neural Network Algorithm ◽

State Of Charge Estimation

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A Novel Observer for Lithium-Ion Battery State of Charge Estimation in Electric Vehicles Based on a Second-Order Equivalent Circuit Model

Energies ◽

10.3390/en10081150 ◽

2017 ◽

Vol 10 (8) ◽

pp. 1150 ◽

Cited By ~ 19

Author(s):

Bizhong Xia ◽

Wenhui Zheng ◽

Ruifeng Zhang ◽

Zizhou Lao ◽

Zhen Sun

Keyword(s):

Lithium Ion Battery ◽

Equivalent Circuit ◽

Electric Vehicles ◽

Equivalent Circuit Model ◽

Lithium Ion ◽

Circuit Model ◽

Second Order ◽

State Of Charge ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Lithium-ion battery state of charge estimation using a fractional battery model

ICFDA'14 International Conference on Fractional Differentiation and Its Applications 2014 ◽

10.1109/icfda.2014.6967413 ◽

2014 ◽

Cited By ~ 4

Author(s):

J. M. Francisco ◽

J. Sabatier ◽

L. Lavigne ◽

F. Guillemard ◽

M. Moze ◽

...

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Battery Model ◽

Battery State Of Charge ◽

State Of Charge Estimation

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A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations

Renewable and Sustainable Energy Reviews ◽

10.1016/j.rser.2017.05.001 ◽

2017 ◽

Vol 78 ◽

pp. 834-854 ◽

Cited By ~ 470

Author(s):

M.A. Hannan ◽

M.S.H. Lipu ◽

A. Hussain ◽

A. Mohamed

Keyword(s):

Lithium Ion Battery ◽

Electric Vehicle ◽

Management System ◽

Lithium Ion ◽

State Of Charge ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Lithium-ion battery state of charge estimation with a Kalman Filter based on a electrochemical model

2008 IEEE International Conference on Control Applications ◽

10.1109/cca.2008.4629639 ◽

2008 ◽

Cited By ~ 84

Author(s):

Domenico Di Domenico ◽

Giovanni Fiengo ◽

Anna Stefanopoulou

Keyword(s):

Kalman Filter ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Battery State Of Charge ◽

Electrochemical Model ◽

State Of Charge Estimation

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A novel framework for lithium‐ion battery state of charge estimation based on Kalman filter Gaussian process regression

International Journal of Energy Research ◽

10.1002/er.6649 ◽

2021 ◽

Author(s):

Xiaobing Chen ◽

Xiaoping Chen ◽

Xiwen Chen

Keyword(s):

Kalman Filter ◽

Gaussian Process ◽

Lithium Ion Battery ◽

Gaussian Process Regression ◽

Lithium Ion ◽

State Of Charge ◽

Battery State Of Charge ◽

State Of Charge Estimation

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