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A Deep Neural Network-Based Feature Fusion for Bearing Fault Diagnosis

This paper presents a novel method for fusing information from multiple sensor systems for bearing fault diagnosis. In the proposed method, a convolutional neural network is exploited to handle multiple signal sources simultaneously. The most important finding of this paper is that a deep neural net...

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Bibliografiske detaljer
Udgivet i:Sensors (Basel)
Main Authors: Hoang, Duy Tang, Tran, Xuan Toa, Van, Mien, Kang, Hee Jun
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7795921/
https://ncbi.nlm.nih.gov/pubmed/33401511
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21010244
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