articleTop 1% cited
A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines
Neurocomputing · 2017 · Vol. 272 · pp. 619–628
Feng Jia(Xi'an Jiaotong University)Yaguo Lei✉(Xi'an Jiaotong University)Liang Guo(Xi'an Jiaotong University)Jing Lin(Xi'an Jiaotong University)Saibo Xing(Xi'an Jiaotong University)
Machine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisEngineering Diagnostics and ReliabilityAutoencoderComputer scienceArtificial intelligenceFeature extractionArtificial neural networkPattern recognition (psychology)Fault (geology)Layer (electronics)Feature (linguistics)Machine learning
Funding
- Case Western Reserve University
- National Natural Science Foundation of China
Citations
510
FWCI
43.17
field-weighted impact
References
43
Percentile
100%
vs. same field & year
Citations per year
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References
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IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 12,724 citations
Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data
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