Cross-scenario capacity estimation for lithium-ion batteries via knowledge query domain mixing-up network

Introduction: Deep learning has demonstrated exceptional prowess in estimating battery capacity. However, its effectiveness is often compromised by performance degradation under a consequence of varying operational conditions and diverse charging/discharging protocols.Methods: To tackle this issue,...

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Bibliographic Details
Main Authors: Zhicheng Li, Jinyu Chen, Tongtong Gao, Weijun Zhang, Dawei Chen, Yi Gu
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2024.1353651/full