Parameter Estimation of Solid-Electrolyte-Interphase-based Ageing in the Doyle-Fuller-Newman Model Framework

Onderzoeksoutput: Bijdrage aan congresPaperAcademic

Samenvatting

Ageing model implementation and parameter estimation remains an active research area in the field of Lithium- ion battery modeling. This paper proposes a parameter estimation procedure based on multiobjective opmization, where- both objectives of having accurate voltage predictions and capacity degradation are simultaneously optimized. An iterative solution strategy is proposed to obtain a Nash equilibrium of the non-cooperative multiobjective optimization problem. The implementation of the parameter estimation procedure results in parameters for both the Doyle-Fuller-Newman model equations as well as the ageing modeling equations, which assumes ageing due to the formation of the Solid-Electrolyte-Interphase layer. The proposed strategy shows convergence of the model parameters while resulting in an improved accuracy of both the modeled voltage as well as the modeled capacity fade. Furthermore, voltage predictions remain more accurate over the lifetime by including ageing modeling.
Originele taal-2Engels
Aantal pagina's6
StatusGeaccepteerd/In druk - 2024
EvenementAmerican Control Conference - Westin Harbour Castle, Toronto, Canada
Duur: 8 jul. 202412 jul. 2024
https://acc2024.a2c2.org/

Congres

CongresAmerican Control Conference
Land/RegioCanada
StadToronto
Periode8/07/2412/07/24
Internet adres

Vingerafdruk

Duik in de onderzoeksthema's van 'Parameter Estimation of Solid-Electrolyte-Interphase-based Ageing in the Doyle-Fuller-Newman Model Framework'. Samen vormen ze een unieke vingerafdruk.

Citeer dit