Optimizing battery health monitoring in electric vehicles using interpretable CART–GX model

Optimizing battery health monitoring in electric vehicles using interpretable CART–GX model

The increasing adoption of electric vehicles (EVs) has created a growing demand for accurate and reliable predictions of lithium-ion battery State of Health (SoH) to ensure optimal performance, safety, and longevity. This paper introduces CART-GX, a novel hybrid model integrating advanced deep learn...

Full description

Saved in:
Bibliographic Details
Main Authors: Mohnish Karthikeyan B, Anirudh N, Navaneetha Krishnan S, Christopher Columbus C, Aravind C. K
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Results in Engineering
Subjects:
Attention mechanism
Battery health monitoring
Electric vehicles
Gated recurrent units
Hybrid deep learning models
Lithium-Ion batteries
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025021152
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items