Remaining useful life prediction of lithium-ion batteries using a novel particle flow filter framework with grey model

Abstract Remaining useful life (RUL) prediction is a crucial aspect of the prognostics health management of lithium-ion batteries (LIBs). Owing to the influence of resampling technology, particle degradation is often observed in the particle filter-based RUL prediction of LIBs, resulting in a low pr...

Descripció completa

Dades bibliogràfiques

Autors principals:	Wang Shuai, Li Yiting, Zhou Shoubin, Chen Lifei, Michael Pecht
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2025-01-01
Col·lecció:	Scientific Reports
Matèries:	Lithium-ion batteries Remaining useful life Particle flow filter Particle filter
Accés en línia:	https://doi.org/10.1038/s41598-025-86511-z
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!