Open access
Aug 2026
Deep Learning for Lithium-Ion Battery State of Health Estimation via Explainable Feature Screening
An Informer encoder and Newton-Raphson-optimized extreme learning machine framework that integrates random forest and SHapley Additive exPlanations feature screening with an Informer encoder and a Newton-Raphson optimizer for extreme learning machine regression is proposed.
Zhi-Jun Gao, Bowen Duan, Xin-Lu Wang et al.
· Journal of the Electrochemic... · 0 citations