Artificial Neural Network-Based Optimization of CO2 Laser Cutting Parameters for Beech Plywood and HDF: A Kerf Geometry Perspective

Ivan Ruziak; Oguzhan Der; Ivan Kublovsky; Imans Adijans; Martin  Kučerka; Jana  Richvalská; Milada  Gajtanska; Eugenia Mariana Tudor; Luigi  Todaro; Lukáš  Štefančin

doi:10.5552/drvind.2026.0284

Artificial Neural Network-Based Optimization of CO2 Laser Cutting Parameters for Beech Plywood and HDF: A Kerf Geometry Perspective

Ivan Ruziak^*
, Oguzhan Der
, Ivan Kublovsky
, Imans Adijans
, Martin Kučerka
, Jana Richvalská
, Milada Gajtanska
, Eugenia Mariana Tudor
, Luigi Todaro
, Lukáš Štefančin

^*Korrespondierende/r Autor/-in für diese Arbeit

Green Engineering

Faculty of Wood Sciences and Technology, Technical University in Zvolen
Technical University in Zvolen, Faculty of Wood Sciences and Technology, Department of Physics, Electrical Engineering and Applied Mechanics, Zvolen, Slovak Republic
Bandirma Onyedi Eylul University, Maritime Faculty, Marine Engineering Department, Balikesir, Türkiye
Technical University in Zvolen, Faculty of Wood Sciences and Technology, Department of Physics, Electrical Engineering and Applied Mechanics, Zvolen, Slovak Republic
Engineering Centre, RTU Rezekne Academy, Atbrivosanas aleja, Rezekne, Latvia
Matej Bel University, Faculty of Natural Sciences, Department of Technology, Banská Bystrica, Slovak Republic
Technical University in Zvolen, Faculty of Wood Sciences and Technology, Department of Physics, Electrical Engineering and Applied Mechanics, Zvolen, Slovak Republic
Technical University in Zvolen, Faculty of Wood Sciences and Technology, Department of Mathematics and Descriptive Geometry, Zvolen, Slovak Republic
University of Basilicata, Department of Agriculture, Forest, Food and Environmental Sciences, Potenza, Italy
Technical University in Zvolen, Faculty of Wood Sciences and Technology, Department of Woodworking, Zvolen, Slovak Republic

Publikation: Beitrag in Fachzeitschrift › Artikel › Begutachtung

Originalsprache	Englisch
Aufsatznummer	1
Seiten (von - bis)	71-82
Fachzeitschrift	Drvna Industrija
Jahrgang	2026
Ausgabenummer	77(1)
DOIs	https://doi.org/10.5552/drvind.2026.0284
Publikationsstatus	Veröffentlicht - 26 März 2026

UN SDGs

Dieser Output leistet einen Beitrag zu folgendem(n) Ziel(en) für nachhaltige Entwicklung

SDG 9 – Industrie, Innovation und Infrastruktur

Schlagwörter

artificial neural networks
optimization
laser cutting
cutting kerf
wood composite materials

ASJC Scopus Sachgebiete

Forstwissenschaften

Klassifizierung nach Österreichischer Systematik der Wissenschaftszweige (ÖFOS 2012)

205006 Holzforschung

Applied Research Level (ARL)

Nicht zutreffend

Forschungsschwerpunkt(e)

Sustainable Materials and Technologies

Zugriff auf Dokument

10.5552/drvind.2026.0284Lizenz: Sonstige

Dieses zitieren

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AU - Kučerka, Martin

AU - Richvalská, Jana

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AU - Todaro, Luigi

AU - Štefančin, Lukáš

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