State of charge estimation of li-ion batteries based on the noise-adaptive interacting multiple model

State of charge estimation of li-ion batteries based on the noise-adaptive interacting multiple model

This paper presents a type of noise-adaptive (NA) interacting multiple model (IMM) algorithm combined with an unscented Kalman filter (UKF) in order to address problems in poor filtering accuracy and filtering divergence of IMM caused by the statistical properties of noise. These properties further...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Ce Huang, Xiaoyang Yu, Yongchao Wang, Yongqin Zhou, Ran Li
Formato: article
Lenguaje:EN
Publicado: Elsevier 2021
Materias:
SOC estimation
Interacting multiple model
Noise adaptive
Unscented Kalman filter
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
Acceso en línea:https://doaj.org/article/c452c9c3d1bc41ccbd19bdf5ea74b950
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Internet

https://doaj.org/article/c452c9c3d1bc41ccbd19bdf5ea74b950

Ejemplares similares