A Novel Capacity Estimation Method for Lithium-Ion Batteries Based on the Adam Algorithm

Accurate estimation of the capacity of lithium-ion batteries is crucial for battery management and secondary utilization, which can ensure the healthy and efficient operation of the battery system. In this paper, we propose multiple machine learning algorithms to estimate the capacity using the incr...

Full description

Saved in:
Bibliographic Details
Main Authors: Yingying Lian, Dongdong Qiao
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Batteries
Subjects:
Online Access:https://www.mdpi.com/2313-0105/11/3/85
Tags: Add Tag
No Tags, Be the first to tag this record!