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GPCN: A Decomposition-Based Hybrid Model for a Lithium-Ion Capacity Forecasting and RUL Inference Framework

To address the non-stationary fluctuations caused by capacity regeneration and measurement noise during lithium-ion battery aging, this paper proposes a decomposition-guided heterogeneous prognostic framework for capacity forecasting and remaining useful life (RUL) inference. First, the raw capacity...

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Détails bibliographiques
Auteurs principaux: Li Wang, Guosheng Cai, Yuan Gao, Caoxin Shen
Format: Artigo
Langue:Inglês
Publié: MDPI AG 2026-03-01
Collection:World Electric Vehicle Journal
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Accès en ligne:https://www.mdpi.com/2032-6653/17/4/171
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