Investigations into the effect of cutting conditions on surface roughness in turning of free machining steel by ANN models

JP Davim, VN Gaitonde, SR Karnik - Journal of materials processing …, 2008 - Elsevier
Surface roughness prediction models using artificial neural network (ANN) are developed to
investigate the effects of cutting conditions during turning of free machining steel …

Prediction and optimization of surface roughness in a turning process using the ANFIS-QPSO method

MS Alajmi, AM Almeshal - Materials, 2020 - mdpi.com
This study presents a prediction method of surface roughness values for dry and cryogenic
turning of AISI 304 stainless steel using the ANFIS-QPSO machine learning approach …

Surface texture characterization and evaluation related to machining

GP Petropoulos, CN Pandazaras, JP Davim - Surface integrity in …, 2010 - Springer
Τhis chapter is aimed at providing current knowledge on the association of surface texture
with machining, along with recent advances in surface characterization and evaluation …

Surface roughness measurement in turning carbon steel AISI 1045 using wiper inserts

AE Correia, JP Davim - Measurement, 2011 - Elsevier
Surface roughness of the workpiece is an important parameter in machining technology.
Wiper inserts have emerged as a significantly class of cutting tools, which are increasingly …

Statistical study of surface roughness in turning of peek composites

G Petropoulos, F Mata, JP Davim - Materials & Design, 2008 - Elsevier
The present paper is aimed at studying the impact of cutting conditions on surface
roughness in turning of polyethertherketone (PEEK) composites. The latter are widely used …

Sdq-sdr topological map of surface topographies

Á Czifra, I Barányi - Frontiers in Mechanical Engineering, 2020 - frontiersin.org
The reliable characterization of surface topographies—especially in case of tribological
processes—requires complex and comprehensive solution methods. The use of a …

High cycle fatigue behavior of hard turned 300 M ultra-high strength steel

J Ajaja, W Jomaa, P Bocher, RR Chromik… - International Journal of …, 2020 - Elsevier
Although the effects of hard turning on surface integrity have been extensively studied over
the past decades, the fatigue behavior of hard turned ultra-high strength steels is still not …

Evaluation of machinability in turning of engineering alloys by applying artificial neural networks

NM Vaxevanidis, JD Kechagias… - … Open Construction & …, 2014 - benthamopen.com
The present paper investigates the influence of main cutting parameters on the machinability
during turning process for three typical materials namely AISI D6 tool steel, Ti6Al4V ELI and …

Effect of cutting conditions on surface roughness in finish turning Hastelloy® X superalloy

TB Oschelski, WT Urasato, HJ Amorim… - Materials Today …, 2021 - Elsevier
The study of machining nickel-based superalloys has assisted in developing new
techniques associated with cutting processes and tools. Hastelloy® X offers ideal properties …

Multi-response optimization of CuZn39Pb3 brass alloy turning by implementing Grey Wolf algorithm

N Fountas, A Koutsomichalis, J Kechagias… - Frattura ed Integrità …, 2019 - fracturae.com
Machinability of engineering materials is crucial for industrial manufacturing processes since
it affects all the essential aspects involved, eg workload, resources, surface integrity and part …