PINN surrogate of Li-ion battery models for parameter inference, Part II: Regularization and application of the pseudo-2D model-Reference-Cited by-同舟云学术

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PINN surrogate of Li-ion battery models for parameter inference, Part II: Regularization and application of the pseudo-2D model

Published:2024-09 Issue: Volume:98 Page:113104
ISSN:2352-152X
Container-title:Journal of Energy Storage
language:en
Short-container-title:Journal of Energy Storage

Author:

Hassanaly Malik^ORCID,Weddle Peter J.,King Ryan N.,De Subhayan^ORCID,Doostan Alireza,Randall Corey R.^ORCID,Dufek Eric J.,Colclasure Andrew M.,Smith Kandler^ORCID

Publisher

Elsevier BV

Reference104 articles.

1. Unlocking extra value from grid batteries using advanced models;Reiniers;J. Power Sources,2021

2. Lithium ion battery degradation: what you need to know;Edge;Phys. Chem. Chem. Phys.,2021

3. Bayesian parameter identification in electrochemical model for lihtium-ion batteries;Kim;J. Energy Storage,2023

4. PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model;Hassanaly;J. Energy Storage,2024

5. Simulation and optimization of the dual lithium insertion cell;Fuller;J. Electrochem. Soc.,1994

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