Early prediction of remaining useful life for lithium-ion batteries based on CEEMDAN-transformer-DNN hybrid model

A reliable and safe energy storage system utilizing lithium-ion batteries relies on the early prediction of remaining useful life (RUL). Despite this, accurate capacity prediction can be challenging if little historical capacity data is available due to the capacity regeneration and the complexity o...

Descrición completa

Detalles Bibliográficos

Principais autores:	Yuxiang Cai, Weimin Li, Taimoor Zahid, Chunhua Zheng, Qingguang Zhang, Kun Xu
Formato:	Artigo
Idioma:	Inglês
Publicado:	Elsevier 2023-07-01
Series:	Heliyon
Assuntos:	Early prediction RUL Lithium-ion batteries Capacity regeneration CEEMDAN Transformer
Acceso en liña:	http://www.sciencedirect.com/science/article/pii/S2405844023049629
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!