Fault Diagnosis of Rolling Element Bearing Based on BiTCN-Attention and OCSSA Mechanism

This paper proposes a novel fault diagnosis framework that integrates the Osprey–Cauchy–Sparrow Search Algorithm (OCSSA) optimized Variational Mode Decomposition (VMD) with a Bidirectional Temporal Convolutional Network-Attention mechanism (BiTCN-Attention). To address the limitations of empirical p...

Descripció completa

Dades bibliogràfiques

Autors principals:	Yuchen Yang, Chunsong Han, Guangtao Ran, Tengyu Ma, Juntao Pan
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2025-04-01
Col·lecció:	Actuators
Matèries:	bearings fault diagnosis bidirectional temporal convolutional network-attention mechanism (BiTCN-Attention) variational mode decomposition (VMD) Osprey–Cauchy–Sparrow search algorithm (OCSSA)
Accés en línia:	https://www.mdpi.com/2076-0825/14/5/218
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!