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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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書目詳細資料
發表在:Sensors (Basel)
Main Authors: Jing, Luyang, Wang, Taiyong, Zhao, Ming, Wang, Peng
格式: Artigo
語言:Inglês
出版: MDPI 2017
主題:
在線閱讀: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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