Lithium-Ion Battery Life Prediction Using Deep Transfer Learning

Lithium-Ion Battery Life Prediction Using Deep Transfer Learning

Lithium-ion batteries are critical components of various advanced devices, including electric vehicles, drones, and medical equipment. However, their performance degrades over time, and unexpected failures or discharges can lead to abrupt operational interruptions. Therefore, accurate prediction of...

Full description

Saved in:
Bibliographic Details
Main Authors: Wen Zhang, R. S. B. Pranav, Rui Wang, Cheonghwan Lee, Jie Zeng, Migyung Cho, Jaesool Shim
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Batteries
Subjects:
deep transfer learning
vgg16
lithium-ion battery
remaining useful life
prediction model
Online Access:https://www.mdpi.com/2313-0105/10/12/434
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items