Indirect monitoring of machining characteristics via advanced sensor systems: a critical review

ME Korkmaz, MK Gupta, Z Li, GM Krolczyk… - … International Journal of …, 2022 - Springer
On-line monitoring of the machining processes provides to detect the amount and type of
tool wear which is critical for the determination of remaining useful lifetime of cutting tool …

[HTML][HTML] Optimization of CNC turning parameters using face centred CCD approach in RSM and ANN-genetic algorithm for AISI 4340 alloy steel

AJ Santhosh, AD Tura, IT Jiregna, WF Gemechu… - Results in …, 2021 - Elsevier
AISI 4340 alloy steel is used in a wide range of industrial applications due to its improved
hardness, toughness, fatigue, and wear resistance. The surface roughness of AISI 4340 …

[PDF][PDF] Surface Characteristics Measurement Using Computer Vision: A Review.

AW Hashmi, HS Mali, A Meena… - … in Engineering & …, 2023 - researchgate.net
Computer vision provides image-based solutions to inspect and investigate the quality of the
surface to be measured. For any components to execute their intended functions and …

Artificial Intelligence‐Based Surface Roughness Estimation Modelling for Milling of AA6061 Alloy

A Eser, E Aşkar Ayyıldız, M Ayyıldız… - Advances in Materials …, 2021 - Wiley Online Library
This study introduces the improvement of mathematical and predictive models of surface
roughness parameter (Ra) in milling AA6061 alloy using carbide cutting tools coated with …

Optimal design for compliant mechanism flexure hinges: Bridge-type

CN Wang, FC Yang, VTT Nguyen, QM Nguyen… - Micromachines, 2021 - mdpi.com
Compliant mechanisms' design aims to create a larger workspace and simple structural
shapes because these mechanical systems usually have small dimensions, reduced friction …

Sustainability assessment of machining Al 6061-T6 using Taguchi-grey relation integrated approach

SR Zaidi, SI Butt, MA Khan, MI Faraz, SHI Jaffery… - Heliyon, 2024 - cell.com
Modern machining requires reduction in energy usage, surface roughness, and burr width to
produce finished or near-finished parts. To ensure high surface quality in machining …

Surface roughness prediction using multi-source heterogeneous data and Bayesian quantile regression in milling process

WC Liu, P Wang, YP You - Journal of Manufacturing Processes, 2023 - Elsevier
To quantify the influence of cutting parameters on surface roughness and improve the
prediction accuracy, a novel method is proposed for surface roughness prediction in milling …

Optimization of grinding parameters of tool steel by the soft computing technique

O Hatami, D Sayadi, M Razbin… - Computational …, 2022 - Wiley Online Library
Grinding is one of the most complex and accurate machining processes, and the efficiency
of the grinding wheel depends significantly on its surface properties. This work aims to …

[HTML][HTML] Statistical analysis of machining parameters on burr formation, surface roughness and energy consumption during milling of aluminium alloy Al 6061-T6

SR Zaidi, N Ul Qadir, SHI Jaffery, MA Khan, M Khan… - Materials, 2022 - mdpi.com
Due to the increasing demand for higher production rates in the manufacturing sector, there
is a need to manufacture finished or near-finished parts. Burrs and surface roughness are …

Experimental analysis of Al-Cu-Si metal matrix composite by powder-metallurgy process

N Karthikeyan, BR Krishnan, A VembathuRajesh… - Materials Today …, 2021 - Elsevier
In various automotive and aerospace applications, aluminum alloy is prefre for its high
strength and low weight. It is generally recognized that when strengthened by ceramic …