SambaMixer: State of Health Prediction of Li-Ion Batteries Using Mamba State Space Models

The state of health (SOH) of a Li-ion battery is determined by complex interactions among its internal components and external factors. Approaches leveraging deep learning architectures have been proposed to predict the SOH using convolutional networks, recurrent networks, and transformers. Recently...

Full description

Saved in:
Bibliographic Details
Main Authors: Jose Ignacio Olalde-Verano, Sascha Kirch, Clara Perez-Molina, Sergio Martin
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10818656/
Tags: Add Tag
No Tags, Be the first to tag this record!