Ensemble Surrogate Models for Fast LIB Performance Predictions

Ensemble Surrogate Models for Fast LIB Performance Predictions

Battery Cell design and control have been widely explored through modeling and simulation. On the one hand, Doyle’s pseudo-two-dimensional (P2D) model and Single Particle Models are among the most popular electrochemical models capable of predicting battery performance and therefore guiding cell cha...

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Bibliographic Details
Main Authors: Marco Quartulli, Amaia Gil, Ane Miren Florez-Tapia, Pablo Cereijo, Elixabete Ayerbe, Igor G. Olaizola
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Energies
Subjects:
Li-ion battery
surrogate modeling
deep learning ensembles
Online Access:https://www.mdpi.com/1996-1073/14/14/4115

Internet

https://www.mdpi.com/1996-1073/14/14/4115

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