Analysis of Online Parameter Estimation for Electrochemical Li-ion Battery Models via Reduced Sensitivity Equations

2020 American Control Conference (ACC) ◽

10.23919/acc45564.2020.9147260 ◽

2020 ◽

Author(s):

Zachary T. Gima ◽

Dylan Kato ◽

Reinhardt Klein ◽

Scott J. Moura

Keyword(s):

Parameter Estimation ◽

Li Ion Battery ◽

Sensitivity Equations ◽

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The State and Parameter Estimation of an Li-Ion Battery Using a New OCV-SOC Concept

2007 IEEE Power Electronics Specialists Conference ◽

10.1109/pesc.2007.4342462 ◽

2007 ◽

Author(s):

S.J. Lee ◽

J.H. Kim ◽

J.M. Lee ◽

Bo H. Cho

Keyword(s):

Parameter Estimation ◽

The State ◽

Li Ion Battery ◽

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Simultaneous State and Parameter Estimation of Li-Ion Battery With One State Hysteresis Model Using Augmented Unscented Kalman Filter

2018 IEEE Transportation Electrification Conference and Expo (ITEC) ◽

10.1109/itec.2018.8450197 ◽

2018 ◽

Author(s):

Atriya Biswas ◽

Ran Gu ◽

Phil Kollmeyer ◽

Ryan Ahmed ◽

Ali Emadi

Keyword(s):

Parameter Estimation ◽

Kalman Filter ◽

Unscented Kalman Filter ◽

Li Ion Battery ◽

Hysteresis Model ◽

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Online state and parameter estimation of the Li-ion battery in a Bayesian framework

2013 American Control Conference ◽

10.1109/acc.2013.6580563 ◽

2013 ◽

Author(s):

M. F. Samadi ◽

S. M. Mahdi Alavi ◽

M. Saif

Keyword(s):

Parameter Estimation ◽

Bayesian Framework ◽

Li Ion Battery ◽

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Li-ion battery parameter estimation for state of charge

Proceedings of the 2011 American Control Conference ◽

10.1109/acc.2011.5990963 ◽

2011 ◽

Author(s):

Xidong Tang ◽

Xiaofeng Mao ◽

Jian Lin ◽

Brian Koch

Keyword(s):

Parameter Estimation ◽

State Of Charge ◽

Li Ion Battery ◽

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Parameter Estimation of an Electrochemical Li-ion Battery Model Using Innovative Global Harmony Search

TENCON 2018 - 2018 IEEE Region 10 Conference ◽

10.1109/tencon.2018.8650200 ◽

2018 ◽

Author(s):

Huiyong Chun ◽

Soohee Han

Keyword(s):

Parameter Estimation ◽

Harmony Search ◽

Li Ion Battery ◽

Battery Model ◽

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Parameter Identification of Li-ion Battery Based on Parameter Estimation Toolbox

Advances in Energy and Power Engineering ◽

10.12677/aepe.2021.93014 ◽

2021 ◽

Vol 09 (03) ◽

pp. 132-139

Author(s):

超毅韦

Keyword(s):

Parameter Estimation ◽

Parameter Identification ◽

Li Ion Battery ◽

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Analysis of Li-Ion Battery Electrochemical Impedance Spectroscopy Data: An Easy-to-Implement Approach for Physics-Based Parameter Estimation Using an Open-Source Tool

Journal of The Electrochemical Society ◽

10.1149/2.1021802jes ◽

2018 ◽

Vol 165 (2) ◽

pp. A297-A304 ◽

Author(s):

Matthew D. Murbach ◽

Daniel T. Schwartz

Keyword(s):

Parameter Estimation ◽

Electrochemical Impedance Spectroscopy ◽

Impedance Spectroscopy ◽

Open Source ◽

Electrochemical Impedance ◽

Spectroscopy Data ◽

Li Ion Battery ◽

Open Source Tool ◽

Electrochemical Impedance Spectroscopy Data ◽

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Bayesian Parameter Estimation Applied to the Li-ion Battery Single Particle Model with Electrolyte Dynamics

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2020.12.1770 ◽

2020 ◽

Vol 53 (2) ◽

pp. 12497-12504

Author(s):

Antti Aitio ◽

Scott G. Marquis ◽

Pedro Ascencio ◽

David Howey

Keyword(s):

Parameter Estimation ◽

Single Particle ◽

Particle Model ◽

Li Ion Battery ◽

Bayesian Parameter Estimation ◽

Li Ion ◽

Single Particle Model

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A transfer function type of simplified electrochemical model with modified boundary conditions and Padé approximation for Li-ion battery: Part 2. Modeling and parameter estimation

Journal of Power Sources ◽

10.1016/j.jpowsour.2017.03.061 ◽

2017 ◽

Vol 352 ◽

pp. 258-271 ◽

Author(s):

Shifei Yuan ◽

Lei Jiang ◽

Chengliang Yin ◽

Hongjie Wu ◽

Xi Zhang

Keyword(s):

Parameter Estimation ◽

Transfer Function ◽

Boundary Conditions ◽

Padé Approximation ◽

Li Ion Battery ◽

Pade Approximation ◽

Function Type ◽

Li Ion ◽

Electrochemical Model

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Analysis of ECM-based Li-Ion Battery State and Parameter Estimation Accuracy in the Presence of OCV and Polarization Dynamics Modeling Errors

2020 IEEE 29th International Symposium on Industrial Electronics (ISIE) ◽

10.1109/isie45063.2020.9152227 ◽

2020 ◽

Author(s):

Filip Maletic ◽

Josko Deur

Keyword(s):

Parameter Estimation ◽

Estimation Accuracy ◽

Li Ion Battery ◽

Dynamics Modeling ◽

Modeling Errors ◽

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