A Critical Review of Online Battery Remaining Useful Lifetime Prediction Methods

Lithium-ion batteries play an important role in our daily lives. The prediction of the remaining service life of lithium-ion batteries has become an important issue. This article reviews the methods for predicting the remaining service life of lithium-ion batteries from three aspects: machine learni...

Full description

Bibliographic Details
Main Authors: Shunli Wang, Siyu Jin, Dan Deng, Carlos Fernandez
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Mechanical Engineering
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmech.2021.719718/full