Work

A Data-Driven Framework for Lithium-Ion Battery SOH Estimation Using VMD-GRU Hybrid Approach with Multi-Scale Feature Analysis

Year: 2025

Type: article

Abstract: The accurate state of health (SOH) estimation in lithium-ion batteries represents a critical technological challenge with profound implications for electric vehicle performance and user experience. Precise SOH assessment not ... | Find, read and cite all the research you need on Tech Science Press

Source: Energy Engineering

DOI: 10.32604/ee.2025.071144

Authors: Min Liu, Zhengxiong Lu

Institutions: Xi'an University of Science and Technology, Shaanxi University of Science and Technology

Language: English

Topic: Advanced Battery Technologies Research

Subfield: Automotive Engineering

Field: Engineering

Domain: Physical Sciences

SDGs: Affordable and clean energy, Industry, innovation and infrastructure

Open Access status: diamond

Funder: Education Department of Shaanxi Province