An Artificial Neural Network-Based Battery Management System for LiFePO<sub>4</sub> Batteries

An Artificial Neural Network-Based Battery Management System for LiFePO<sub>4</sub> Batteries

We present a reduced-order battery management system (BMS) for lithium-ion cells in electric and hybrid vehicles that couples a physics-based single-particle model (SPM) derived from the Cahn–Hilliard phase-field formulation with a lumped heat-transfer model. A three-dimensional COMSOL<sup>®&l...

Full description

Saved in:
Bibliographic Details
Main Authors: Roger Painter, Ranganathan Parthasarathy, Lin Li, Irucka Embry, Lonnie Sharpe, S. Keith Hargrove
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:World Electric Vehicle Journal
Subjects:
lithium-ion batteries
LiFePO<sub>4</sub>
single-particle model
Cahn–Hilliard
reduced-order model
principal component analysis
Online Access:https://www.mdpi.com/2032-6653/16/5/282
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2032-6653/16/5/282

Similar Items