A comprehensive investigation on the influences of optimal CNC wood machining variables on surface quality and process time using GMDH neural network and …

F Rabiei, S Yaghoubi - Materials Today Communications, 2023 - Elsevier
The present research work is concerned with the effects of machining parameters on the
quality and economical aspects of wooden product. Process variables include depth of cut …

Surface roughness of machined wood and advanced engineering materials and its prediction: a review

ZW Zhong - Advances in Mechanical Engineering, 2021 - journals.sagepub.com
This article discusses the surface roughness of wood and advanced engineering materials
after machining and its prediction. The topics are surface roughness of precision-machined …

Optimization of wood machining parameters using artificial neural network in CNC router

A Cakmak, A Malkocoglu… - Materials Science and …, 2023 - journals.sagepub.com
This study aims to determine the optimal CNC (Computer Numerical Control) machining
conditions using an artificial neural network. For this purpose, Fagus orientalis, Castanea …

High-quality and high-efficiency machining of stone-plastic composite with diamond helical cutters

Z Zhu, D Buck, X Guo, P Cao - Journal of Manufacturing Processes, 2020 - Elsevier
Stone-plastic composite is a relatively new engineering material that is widely used in the
decoration industry. Determination of the optimal machining conditions for this composite is …

Determination of the machining characteristics of Uludağ fir (Abies nordmanniana Mattf.) densified by compressing

SD Sofuoglu, M Tosun, A Atılgan - Wood Material Science & …, 2023 - Taylor & Francis
The main objective of this study is to determine optimum machining parameters to specify
the effect of densification by compressing the processing properties of wood material and to …

[PDF][PDF] Surface roughness of thermally treated wood cut with different parameters in CNC router machine

H Pelit, M Korkmaz, M Budakçı - BioResources, 2021 - researchgate.net
The effects of different machining parameters on surface roughness values of thermally
treated pine, beech, and linden woods cut in a computer numerical control (CNC) router …

[PDF][PDF] Effects of CNC processing parameters on surface quality of wood-based panels used in furniture industry

A Demir, EO Cakiroglu, I Aydin - Drv. Ind, 2022 - academia.edu
The processing of wood-based panels such as plywood, particleboard and fiberboard,
which are widely used in the furniture industry, with CNC (Computer Numerical Control) …

Determination of CNC processing parameters for the best wood surface quality via artificial neural network

A Demir, EO Cakiroglu, I Aydin - Wood Material Science & …, 2022 - Taylor & Francis
The optimum adjustment the CNC (Computer Numerical Control) processing parameters is
extremely important, especially in finishing processes such as coating, painting, and …

[PDF][PDF] The influence of machining parameters on surface roughness of MDF in milling operation

ÜK İşleyen, M Karamanoğlu - BioResources, 2019 - academia.edu
This paper examined the effect of machining parameters on surface roughness of medium
density fiberboard (MDF) machined using a computer numerical control (CNC) router. The …

[HTML][HTML] Impact of Wood Structure Variability on the Surface Roughness of Chestnut Wood

M Chavenetidou, V Kamperidou - Applied Sciences, 2024 - mdpi.com
Wood constitutes a unique and valuable material that has been used from ancient times until
nowadays in a wide variety of applications, in which the surface quality of wood often …