articleTop 1% cited
Review of tool condition monitoring in machining and opportunities for deep learning
The International Journal of Advanced Manufacturing Technology · 2020 · Vol. 109(3-4) · pp. 953–974
Gökberk Serin✉(TOBB University of Economics and Technology)Batıhan Şener(TOBB University of Economics and Technology)Ahmet Murat Özbayoğlu(TOBB University of Economics and Technology)Hakkı Özgür Ünver(TOBB University of Economics and Technology)
Advanced machining processes and optimizationAdvanced Machining and Optimization TechniquesIndustrial Vision Systems and Defect DetectionMachiningTool wearCondition monitoringArtificial intelligenceMachine toolArtificial neural networkCutting toolPerceptronMachine learningEngineering
Funding
- Türkiye Bilimsel ve Teknolojik Araştırma Kurumu
Citations
335
FWCI
22.15
field-weighted impact
References
110
Percentile
100%
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Citations per year
Cited by
A review on deep learning in machining and tool monitoring: methods, opportunities, and challenges
The International Journal of Advanced Manufacturing Technology · 2021 · 285 citations
References
Tool Condition Monitoring System: A Review
Materials Today Proceedings · 2015 · 176 citations
Erratum to: State-of-the-art methods and results in tool condition monitoring: a review
The International Journal of Advanced Manufacturing Technology · 2004 · 289 citations
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
Long Short-Term Memory
Neural Computation · 1997 · 95,078 citations
Support vector machine in machine condition monitoring and fault diagnosis
Mechanical Systems and Signal Processing · 2007 · 1,551 citations
Reinforcement Learning: An Introduction
IEEE Transactions on Neural Networks · 2005 · 25,702 citations
Artificial intelligence: a modern approach
Choice Reviews Online · 1995 · 22,209 citations
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