State of Health Estimation for Lithium-Ion Batteries Based on TCN-RVM

State of Health Estimation for Lithium-Ion Batteries Based on TCN-RVM

A State of Health (SOH) estimation of lithium-ion batteries is a core function of battery management systems, directly affecting the safe operation, lifetime prediction, and economic efficiency of batteries. However, existing methods still face challenges in balancing feature robustness and model ge...

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Bibliographic Details
Main Authors: Yu Zhao, Yonghong Xu, Yidi Wei, Liang Tong, Yiyang Li, Minghui Gong, Hongguang Zhang, Baoying Peng, Yinlian Yan
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
lithium-ion battery
health indicators
TCN-RVM algorithm
SOH estimation
Online Access:https://www.mdpi.com/2076-3417/15/15/8213
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