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 …

Efficiency of machine sanding of wood

M Sydor, R Mirski, K Stuper-Szablewska… - Applied sciences, 2021 - mdpi.com
We hypothesized that the type of wood, in combination with the grit size of sandpapers,
would affect sanding efficiency. Fixed factors were used in the experiment (a belt sander …

Employing artificial neural networks for minimizing surface roughness and power consumption in abrasive machining of wood

S Tiryaki, Ş Özşahin, A Aydın - European Journal of Wood and Wood …, 2017 - Springer
One of the biggest challenges in machining processes of wood is to detect the optimum
values of process parameters for reducing the final production cost. In the present study, the …

The effect of the cutting direction, number of blades and grain size of the abrasives on surface roughness of Taurus cedar (Cedrus Libani A. Rich.) woods

S Aslan, H Coşkun, M Kılıç - Building and Environment, 2008 - Elsevier
In this study, the surface roughness values of planed and sanded Taurus (Lebanon) cedar
(Cedrus Libani A. Rich.) specimens were examined. The test specimens were cut in …

Surface roughness of composite panels as a quality control tool

O Ulker - Materials, 2018 - mdpi.com
This paper describes a study of the quantify surface roughness of experimentally
manufactured particleboards and sandwiched panels having fibers on the surface layers …

Some machining properties of 4 wood species grown in Turkey

SD Sofuoğlu, A Kurtoğlu - Turkish journal of Agriculture and …, 2014 - journals.tubitak.gov.tr
Determining wood machining properties and defining convenient usage areas for native
wood species is important for evaluating surface quality. Wood machining is a performance …

[PDF][PDF] Effect of Densification Temperature and Some Surfacing Techniques on the Surface Roughness of Densified Scots Pine (Pinus sylvestris L.).

HÖ İmirzi, O Ülker, E Burdurlu - BioResources, 2014 - researchgate.net
The effects of densification temperature, planing, circular sawing, and sanding on the
surface roughness of densified Scots pine using the open-system thermodynamic method …

Surface wettability and roughness of 11 Amazonian tropical hardwoods

MRS Amorim, PG Ribeiro, SA Martins… - Floresta e …, 2013 - SciELO Brasil
The purpose of this study was to evaluate the wettability and surface roughness of 11
Amazonian hardwoods. Surface roughness was evaluated by a profilometer, while …

[PDF][PDF] Effects of machining methods on the surface roughness values of Pinus nigra Arnold wood

M Kılıç - BioResources, 2015 - academia.edu
In this study, samples were subjected to the following surface treatment techniques: sawing
with a circular saw, planing with a thickness machine, and sanding with a sanding machine …

Prioritization of factors affecting surface roughness of wood and wood-based materials in CNC machining: a fuzzy analytic hierarchy process model

H Singer, Ş Özşahin - Wood Material Science & Engineering, 2022 - Taylor & Francis
In this study, the fuzzy analytic hierarchy process was employed to prioritize some factors
affecting the surface roughness of wood and wood-based materials in CNC machining …