Dynamic Routing-based Multimodal Neural Network for Multi-sensory Fault Diagnosis of Induction Motor

•Dynamic routing-based multimodal neural network for multi-sensory data fusion.•>Multimodal feature extraction schema is designed to enhance the diagnostic performance.•>Effectiveness is experimentally validated with induction motor fault dataset. Induction motor is the main drive power in mod...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Journal of manufacturing systems Jg. 55; S. 264 - 272
Hauptverfasser:	Fu, Peilun, Wang, Jinjiang, Zhang, Xing, Zhang, Laibin, Gao, Robert X.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.04.2020
Schlagworte:	data fusion dynamic routing algorithm Induction motor fault diagnosis multimodal deep learning data fusion Induction motor fault diagnosis dynamic routing algorithm multimodal deep learning
ISSN:	0278-6125, 1878-6642
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!