Using artificial neural networks for modeling surface roughness of wood in machining process

S Tiryaki, A Malkoçoğlu, Ş Özşahin - Construction and Building Materials, 2014 - Elsevier
Surface quality of solid wood is very important for its effective utilization in further
manufacturing processes. In this study, the effects of wood species, feed rate, number of …

Effect of feed speed and wood species on roughness of machined surface

N Škaljić, R Beljo Lučić, A Čavlović, M Obućina - Drvna industrija, 2009 - hrcak.srce.hr
Sažetak In this study, the surface roughness values of planed beech-wood (Fagus L.), oak-
wood (Quercus L.) and fir-wood (Abies alba Mill.) specimens were examined. The samples …

A study on the beech wood machining parameters optimization using response surface methodology

S Pakzad, S Pedrammehr, M Hejazian - Axioms, 2022 - mdpi.com
The surface quality of wooden products is of great importance to production industries. The
best surface quality requires a thorough understanding of the cutting parameters' effects on …

[PDF][PDF] Determination of the surface roughness of heat-treated wood materials planed by the cutters of a horizontal milling machine

M Budakçı, AC İlçe, T Gürleyen, M Utar - BioResources, 2013 - researchgate.net
The aim of the present study was to determine the surface roughness of heat-treated Scots
pine (Pinus sylvestris L.), Eastern beech (Fagus orientalis L.), Uludağ fir (Abies …

Method for evaluating the influence of wood machining conditions on the objective characterization and subjective perception of a finished surface

CL Coelho, LMH Carvalho, JM Martins… - Wood science and …, 2008 - Springer
A method for evaluating the influence of the operating parameters of wood machining
(planing, sanding) on the quality of a finished surface was established. The influence of …

Innovative model of the cost price calculation of products from invasive non-native wood species based on the ftdabc method

J Kropivšek, M Jošt, P Grošelj, M Kitek Kuzman… - Forests, 2021 - mdpi.com
Invasive tree species continue to spread, so in addition to strategies to limit this their use in
the production of innovative products must be considered. This research aimed to develop …

Machinability research of the most common invasive tree species in Slovenia

M Merhar, D Gornik Bučar, M Merela - Forests, 2020 - mdpi.com
This article investigates the quality of the machining surface of the five most common
invasive tree species in Slovenia, ie, black locust (Robinia pseudoacacia L.), boxelder …

Evaluation of process parameters for lower surface roughness in wood machining by using Taguchi design methodology

S Tiryaki, C Hamzaçebi, A Malkoçoğlu - European Journal of Wood and …, 2015 - Springer
This paper presents a study of the Taguchi design method for obtaining lower surface
roughness values in terms of process parameters in wood machining. The process …

Wood surface roughness: an impact of wood species, grain direction and grit size

J Vitosytė, K Ukvalbergienė, G Keturakis - Materials science, 2015 - matsc.ktu.lt
For the research the samples of ash (Fraxinus excelsior L.), birch (Betula L.), black alder
(Alnus glutinosa L.), Scots pine (Pinus Sylvestris L.) and spruce (Picea abies L.) wood were …

[PDF][PDF] Tool wear evolution and surface formation in milling various wood species

G Keturakis, R Bendikiene, A Baltrusaitis - BioResources, 2017 - academia.edu
This study presents the results of tool wear and surface roughness of wood processed by
plain milling. The tests were done on wood samples of pine and black alder grown in …