Skip to main content

Research Repository

Advanced Search

All Outputs (1)

In-process tool wear prediction system based on machine learning techniques and force analysis (2018)
Journal Article
Gouarir, A., Martínez-Arellano, G., Terrazas, G., Benardos, P., & Ratchev, S. (2018). In-process tool wear prediction system based on machine learning techniques and force analysis. Procedia CIRP, 77, 501-504. https://doi.org/10.1016/j.procir.2018.08.253

This paper presents an in-process tool wear prediction system, which uses a force sensor to monitor the progression of the tool flank wear and machine learning (ML), more specifically, a Convolutional Neural Network (CNN) as a method to predict tool... Read More about In-process tool wear prediction system based on machine learning techniques and force analysis.