Bayesian optimization and channel-fusion-based convolutional autoencoder network for fault diagnosis of rotating machinery

•A novel convolutional network based on Bayesian optimization and channel fusion mechanism is developed.•The proposed method is applied to extract the compressed features and reconstruct the input data.•The channel fusion mechanism is newly designed to merge features of different layers for more sta...

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Veröffentlicht in:	Engineering structures Jg. 280; S. 115708
Hauptverfasser:	Zou, L., Zhuang, K.J., Zhou, A., Hu, J.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.04.2023
Schlagworte:	Bayesian optimization Channel fusion mechanism Convolutional network Fault diagnosis Hybrid loss function Fault diagnosis Hybrid loss function Convolutional network Channel fusion mechanism Bayesian optimization
ISSN:	0141-0296, 1873-7323
Online-Zugang:	Volltext
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