Calendar Ageing Model for Li-Ion Batteries Using Transfer Learning Methods

Calendar Ageing Model for Li-Ion Batteries Using Transfer Learning Methods

Getting accurate lifetime predictions for a particular cell chemistry remains a challenging process, largely dependent on time and cost-intensive experimental battery testing. This paper proposes a transfer learning (TL) method to develop LIB ageing models, which allow for the leveraging of experime...

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Bibliographic Details
Main Authors: Markel Azkue, Mattin Lucu, Egoitz Martinez-Laserna, Iosu Aizpuru
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:World Electric Vehicle Journal
Subjects:
machine learning
transfer learning
lithium-ion batteries
calendar ageing
artificial neural network
Online Access:https://www.mdpi.com/2032-6653/12/3/145

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