An On-line Electrochemical Parameter Estimation Study of Lithium-Ion Batteries Using Neural Networks

ECS Transactions ◽

10.1149/07520.0073ecst ◽

2017 ◽

Vol 75 (20) ◽

pp. 73-87

Author(s):

Ali Jokar ◽

Barzin Rajabloo ◽

Martin Desilets ◽

Marcel Lacroix

Keyword(s):

Neural Networks ◽

Parameter Estimation ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

Electrochemical Parameter ◽

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An on-Line Electrochemical Parameter Estimation Study on Lithium-Ion Batteries Using Neural Network (NN)

ECS Meeting Abstracts ◽

10.1149/ma2016-02/3/329 ◽

2016 ◽

Keyword(s):

Neural Network ◽

Parameter Estimation ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

Electrochemical Parameter ◽

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Simultaneous State and Logarithmic Parameter Estimation of Lithium-Ion Batteries using UKF

IEEJ Transactions on Industry Applications ◽

10.1541/ieejias.133.1139 ◽

2013 ◽

Vol 133 (12) ◽

pp. 1139-1147 ◽

Author(s):

Atsushi Baba ◽

Shuichi Adachi

Keyword(s):

Parameter Estimation ◽

Lithium Ion Batteries ◽

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Safety modeling and protection for lithium-ion batteries based on artificial neural networks method under mechanical abuse

Science China Technological Sciences ◽

10.1007/s11431-021-1826-2 ◽

2021 ◽

Author(s):

YiDing Li ◽

WenWei Wang ◽

Cheng Lin ◽

FengHao Zuo

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

Artificial Neural

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Development and validation of a parameter estimation methodology for two different lithium-ion batteries to optimize their performance and life cycle

Journal of Physics Conference Series ◽

10.1088/1742-6596/1841/1/012008 ◽

2021 ◽

Vol 1841 (1) ◽

pp. 012008

Author(s):

V Nakama ◽

M Lafoz ◽

J Nájera ◽

D Sal y Rosas

Keyword(s):

Parameter Estimation ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

Development And Validation

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System identification via artificial neural networks - Applications to on-line aircraft parameter estimation

10.2514/6.1997-5612 ◽

1997 ◽

Author(s):

S. Amin ◽

Volker Gerhart ◽

Ervin Rodin ◽

S. Amin ◽

Volker Gerhart ◽

...

Keyword(s):

Neural Networks ◽

Parameter Estimation ◽

Artificial Neural Networks ◽

System Identification ◽

On Line ◽

Artificial Neural

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Simultaneous model selection and parameter estimation for lithium-ion batteries: A sequential MINLP solution approach

AIChE Journal ◽

10.1002/aic.15030 ◽

2015 ◽

Vol 62 (1) ◽

pp. 78-89 ◽

Author(s):

Jia-Ni Shen ◽

Yi-Jun He ◽

Zi-Feng Ma

Keyword(s):

Parameter Estimation ◽

Model Selection ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

Solution Approach ◽

Simultaneous Model

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Research on On-line Identification of Equivalent Circuit Model Parameters and SOC Estimation for Lithium-ion Batteries

Journal of Physics Conference Series ◽

10.1088/1742-6596/2009/1/012068 ◽

2021 ◽

Vol 2009 (1) ◽

pp. 012068

Author(s):

Juqiang Feng ◽

Yuwen Si ◽

Kaifeng Huang ◽

Jun Lu ◽

Xing Zhang

Keyword(s):

Lithium Ion Batteries ◽

Equivalent Circuit ◽

Equivalent Circuit Model ◽

Lithium Ion ◽

Circuit Model ◽

Model Parameters ◽

Soc Estimation ◽

Line Identification ◽

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On-line scheme for parameter estimation of nonlinear lithium ion battery equivalent circuit models using the simplified refined instrumental variable method for a modified Wiener continuous-time model

Applied Energy ◽

10.1016/j.apenergy.2017.07.030 ◽

2017 ◽

Vol 204 ◽

pp. 497-508 ◽

Author(s):

Walid Allafi ◽

Kotub Uddin ◽

Cheng Zhang ◽

Raja Mazuir Raja Ahsan Sha ◽

James Marco

Keyword(s):

Parameter Estimation ◽

Lithium Ion Battery ◽

Equivalent Circuit ◽

Continuous Time ◽

Instrumental Variable ◽

Lithium Ion ◽

Continuous Time Model ◽

On Line ◽

Instrumental Variable Method

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Online state of health prediction method for lithium‐ion batteries, based on gated recurrent unit neural networks

International Journal of Energy Research ◽

10.1002/er.5413 ◽

2020 ◽

Vol 44 (8) ◽

pp. 6767-6777 ◽

Author(s):

Lucian Ungurean ◽

Mihai V. Micea ◽

Gabriel Cârstoiu

Keyword(s):

Neural Networks ◽

Lithium Ion Batteries ◽

Prediction Method ◽

Lithium Ion ◽

State Of Health ◽

Gated Recurrent Unit

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Asymptotic Reduction Methods for the Parameter Estimation and Simulation of Lithium-Ion Batteries

ECS Meeting Abstracts ◽

10.1149/ma2020-021115mtgabs ◽

2020 ◽

Vol MA2020-02 (1) ◽

pp. 115-115

Author(s):

Ferran Brosa Planella ◽

Widanalage Dhammika Widanage

Keyword(s):

Parameter Estimation ◽

Lithium Ion Batteries ◽

Lithium Ion ◽

Reduction Methods ◽

Asymptotic Reduction

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