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An Adaptive Multi-Sensor Data Fusion Method Based on Deep Convolutional Neural Networks for Fault Diagnosis of Planetary Gearbox

A fault diagnosis approach based on multi-sensor data fusion is a promising tool to deal with complicated damage detection problems of mechanical systems. Nevertheless, this approach suffers from two challenges, which are (1) the feature extraction from various types of sensory data and (2) the sele...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Jing, Luyang, Wang, Taiyong, Zhao, Ming, Wang, Peng
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5335931/
https://ncbi.nlm.nih.gov/pubmed/28230767
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s17020414
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