Deep learning and its applications to machine health monitoring

•We conduct a detailed review of the applications of recent deep learning models on machine health monitoring tasks and provide our own insights into these models.•Practical studies about conventional machine learning models and deep learning models on a challenging tool wear prediction have been gi...

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Veröffentlicht in:	Mechanical systems and signal processing 2019-01, Vol.115, p.213-237
Hauptverfasser:	Zhao, Rui, Yan, Ruqiang, Chen, Zhenghua, Mao, Kezhi, Wang, Peng, Gao, Robert X.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial intelligence Artificial neural networks Belief networks Big Data Deep learning Health Image segmentation Machine health monitoring Machine translation Monitoring systems Object recognition Recurrent neural networks Speech recognition
Online-Zugang:	Volltext
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