A grey-box model with neural ordinary differential equations for the slow voltage dynamics of lithium-ion batteries: Application to single-cell experiments

Author:

Brucker JenniferORCID,Gasper Rainer,Bessler Wolfgang G.ORCID

Publisher

Elsevier BV

Reference64 articles.

1. Code and measurement data - neural ordinary differential equations for grey-box modelling of lithium-ion batteries on the basis of an equivalent circuit model;Brucker;Code Meas. Data,2022

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3. Review—dynamic models of li-ion batteries for diagnosis and operation: A review and perspective;Krewer;J. Electrochem. Soc.,2018

4. Impact of relaxation time on electrochemical impedance spectroscopy characterization of the most common lithium battery technologies—experimental study and chemistry-neutral modeling;Hosen;World Electr. Veh. J.,2021

5. Relaxation model of the open–circuit voltage for state–of–charge estimation in lithium–ion batteries;Pei;IET Electr. Syst. Transp.,2013

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