reviewTop 1% cited
A review on deep learning in machining and tool monitoring: methods, opportunities, and challenges
The International Journal of Advanced Manufacturing Technology · 2021 · Vol. 115(9-10) · pp. 2683–2709
Vahid Nasir✉(University of British Columbia)Farrokh Sassani(University of British Columbia)
Advanced machining processes and optimizationAdvanced Machining and Optimization TechniquesManufacturing Process and OptimizationArtificial intelligenceBig dataMachiningDeep learningProcess (computing)Artificial neural networkMachine learningComputer scienceSmart manufacturingSensor fusion
Citations
285
FWCI
22.37
field-weighted impact
References
147
Percentile
100%
vs. same field & year
Citations per year
References
ON-LINE AND INDIRECT TOOL WEAR MONITORING IN TURNING WITH ARTIFICIAL NEURAL NETWORKS: A REVIEW OF MORE THAN A DECADE OF RESEARCH
Mechanical Systems and Signal Processing · 2002 · 433 citations
A review of machining monitoring systems based on artificial intelligence process models
The International Journal of Advanced Manufacturing Technology · 2009 · 397 citations
Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography
Mechanical Systems and Signal Processing · 2003 · 1,148 citations
Representation Learning: A Review and New Perspectives
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 12,724 citations
Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks
Sensors · 2017 · 722 citations
A review on the application of deep learning in system health management
Mechanical Systems and Signal Processing · 2018 · 1,079 citations
Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox
IEEE Transactions on Industrial Electronics · 2018 · 848 citations
Deep learning and its applications to machine health monitoring
Mechanical Systems and Signal Processing · 2018 · 2,497 citations
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