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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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Bibliografiske detaljer
Udgivet i:Sensors (Basel)
Main Authors: Jing, Luyang, Wang, Taiyong, Zhao, Ming, Wang, Peng
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2017
Fag:
Online adgang: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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