Machine-learning for automatic prediction of flatness deviation considering the wear of the face mill teeth

A Bustillo, DY Pimenov, M Mia, W Kapłonek - Journal of Intelligent …, 2021 - Springer
The acceptance of the machined surfaces not only depends on roughness parameters but
also in the flatness deviation (Δ fl). Hence, before reaching the threshold of flatness …

Cutting parameter optimization in finishing milling of Ti-6Al-4V titanium alloy under MQL condition using TOPSIS and ANOVA analysis

VC Nguyen, TD Nguyen, DH Tien - Engineering, Technology & Applied …, 2021 - etasr.com
Titanium and its alloys give immense specific strength, imparting properties such as
corrosion and fracture resistance, making them the right candidate for medical and …

Microstructure modification of grain refinement for 304 stainless steel induced by pre-stress grinding and control

Z Hou, S Xiu, C Sun, Y Hong, X Zou, Y Yao - The International Journal of …, 2024 - Springer
The grain refinement behaviors of stainless steel materials subjecting to pre-stress grinding
(PG) were investigated using a 3D FE-CA coupling method in conjunction with experimental …

Nonlinear optimization strategy based on multivariate prediction capability ratios: Analytical schemes and model validation for duplex stainless steel end milling

LG de Oliveira, CH de Oliveira, TG de Brito… - Precision …, 2020 - Elsevier
Given the complex nature of their phenomena and interactions, industrial processes often
have multiple variables of interest, usually grouped into critical-to-quality and critical-to …

Optimization of cutting tool geometry and machining parameters in turning process

S Saravanamurugan, BS Sundar, RS Pranav… - Materials Today …, 2021 - Elsevier
Vibrations play a major role in increasing the cost of production as they lead to a poor
surface finish of the machined product and can also damage the cutting and machine tool. In …

The influence of material stiffness and damping on machining stability in boring tool–workpiece systems using finite element simulation to implement digital twin

S Sundaram, F Puthenveetil, VS Nair… - International Journal on …, 2024 - Springer
Regenerative chatter is a prominent form of vibration in any machining process caused by
the waviness of the workpiece surface. During internal turning processes, regenerative …

Optimization of variabel helix angle parameters in cnc milling of chatter and surface roughnes using taguchi method

FA Hardinsi, O Novareza, AA Sonief - JEMIS (Journal of Engineering …, 2021 - jemis.ub.ac.id
In the manufacturing industries, the main problem in process of operating CNC milling
machine was chatter effect (self-excited vibration) which increases the quality of the surface …

Development of the piezoelectric dynamometer for brittle material drilling

X Li, J Zhang, Z Ren, W Lu - Journal of the Chinese Institute of …, 2023 - Taylor & Francis
When processing deep and small holes in optical glass with a diamond core drill, the cutting
force is minimal and very variable. It is challenging to measure the cutting force because of …

Design optimization of needle and spherical roller bearings using traditional and pareto optimal approaches

R Krishnasamy, S Venkat, A Muralikrishnan… - AIP Conference …, 2023 - pubs.aip.org
Roller bearings are used to support the driveshaft of a rotating machinery and are suitable
for handling the radial load. In this paper, multi objective design optimization of roller …

Experimental and numerical optimization of process parameters for thin wall machining of bearing housings

S Umashankar, HV Manjunath, CS Sumesh - Materials Today: Proceedings, 2021 - Elsevier
Bearing Housing is the critical part in Air end assembly of Screw compressor, because it
determines the Discharge end clearance (DEC) which in term determine the volumetric and …