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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


Pimenov, Danil Yurievich; Hassui, Amauri; Wojciechowski, Szymon; Mia, Mozammel; Magri, Aristides; Suyama, Daniel I.; Bustillo, Andrés; Krolczyk, Grzegorz; Gupta, Munish Kumar

Effect of the Relative Position of the Face Milling Tool towards the Workpiece on Machined Surface Roughness and Milling Dynamics Journal Article

In: Applied Sciences, vol. 9, no. 5, pp. 842, 2019, ISSN: 2076-3417.

Abstract | Links | BibTeX | Tags: acceleration, cutting force, Face milling, relative position, surface roughness


Grzenda, Maciej; Bustillo, Andres

Semi-supervised roughness prediction with partly unlabeled vibration data streams Journal Article

In: Journal of Intelligent Manufacturing, pp. 1-13, 2018, ISSN: 1572-8145.

Abstract | Links | BibTeX | Tags: Face milling, Roughness prediction, Semi-supervised techniques, Unlabeled data