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Bustillo, Andrés; Pimenov, Danil Yurievich; Mia, Mozammel; Kapłonek, Wojciech

Machine-learning for automatic prediction of flatness deviation considering the wear of the face mill teeth Journal Article

In: Journal of Intelligent Manufacturing, 2020, ISSN: 0956-5515.

Abstract | Links | BibTeX | Tags: Cutting power, Face milling, Flatness deviation, Random forest, SMOTE, tool condition monitoring, Tool life, Wear


Bustillo, A; Pimenov, D.Yu.; Matuszewski, M; Mikolajczyk, T

Using artificial intelligence models for the prediction of surface wear based on surface isotropy levels Journal Article

In: Robotics and Computer-Integrated Manufacturing, 53 , pp. 215 - 227, 2018, ISSN: 0736-5845.

Abstract | Links | BibTeX | Tags: Ensembles, Isotropy level geometric structure of the surface, Roughness, Small size dataset, Wear