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Cerro, Azahara; Romero, Pablo E.; Yiğit, Okan; Bustillo, Andrés

Use of machine learning algorithms for surface roughness prediction of printed parts in polyvinyl butyral via fused deposition modeling Journal Article

In: The International Journal of Advanced Manufacturing Technology, 2021, ISSN: 0268-3768.

Abstract | Links | BibTeX | Tags: 3d printing, Fused deposition modeling Fused filament fabrication, Machine learning, surface roughness, WEKA


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


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

Artificial intelligence for automatic prediction of required surface roughness by monitoring wear on face mill teeth Journal Article

In: Journal of Intelligent Manufacturing, vol. 29, no. 5, pp. 1045–1061, 2018, ISSN: 1572-8145.

Abstract | Links | BibTeX | Tags: Cutting power, Face milling Wear, Processing time, Random forest, surface roughness


Rodríguez, Juan José; Quintana, Guillem; Bustillo, Andrés; Ciurana, Joaquim

A decision-making tool based on decision trees for roughness prediction in face milling Journal Article

In: International Journal of Computer Integrated Manufacturing, vol. 30, no. 9, 2017, ISSN: 0951-192X.

Abstract | Links | BibTeX | Tags: AI in manufacturing systems, cost management, decision support systems, Decision trees, process control, surface roughness, tool condition monitoring