Surface roughness evaluation methods for wood products: A review

L Gurau, M Irle - Current forestry reports, 2017 - Springer
Abstract Purpose of Review Although surface roughness can have a huge impact on
finishing costs and the perceived quality of wood products, there is a lack of consensus on …

Response surface methodology integrated with desirability function and genetic algorithm approach for the optimization of CNC machining parameters

E Hazir, T Ozcan - Arabian Journal for Science and Engineering, 2019 - Springer
In this study, response surface method (RSM), desirability function (DF) and genetic
algorithm (GA) techniques were integrated to estimate optimal machining parameters that …

Optimization of CNC cutting parameters using design of experiment (DOE) and desirability function

E Hazir, ES Erdinler, KH Koc - Journal of forestry research, 2018 - Springer
Abstract In this study, 2 5 (five factors at two-level factorial design) design of experiment was
applied to investigate a set of optimal machining parameters to achieve a minimum surface …

Effect of CNC application parameters on wooden surface quality

KH Koc, ES Erdinler, E Hazir, E Öztürk - Measurement, 2017 - Elsevier
Objective of this study is to determine the parameters such as spindle speed, feed rate and
wood material on surface quality. Medium density fiberboard (MDF), Beech (Fagus orientalis …

Automated subtractive timber manufacturing—joinery machines versus industrial robots

M Pantscharowitsch… - Journal of …, 2023 - asmedigitalcollection.asme.org
A high degree of automation, especially through the use of robots, is state of the art in the
automotive and electronics industries. Even though the construction sector is currently …

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] 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 …

Determination of optimal machining parameters of massive wooden edge glued panels which is made of Scots pine (Pinus sylvestris L.) using Taguchi design …

SD Sofuoglu - European Journal of Wood and Wood Products, 2017 - Springer
In this paper, the optimization of CNC machining parameters was conducted using the
Taguchi design method on the surface quality of massive wooden edge glued panels made …