Prediction of surface roughness using machine learning approach in MQL turning of AISI 304 steel by varying nanoparticle size in the cutting fluid

V Dubey, AK Sharma, DY Pimenov - Lubricants, 2022 - mdpi.com
Surface roughness is considered as an important measuring parameter in the machining
industry that aids in ensuring the quality of the finished product. In turning operations, the …

The effects of coolant on the cutting temperature, surface roughness and tool wear in turning operations of Ti6Al4V alloy

M Soori, B Arezoo - Mechanics Based Design of Structures and …, 2024 - Taylor & Francis
The titanium alloys are widely used in aeronautical engineering and medical device
materials due to exceptional mechanical properties such as tensile resistance and …

Cutting parameters optimization for minimal total operation time in turning POM-C cylindrical stocks into parts with continuous profile using a PCD cutting tool

M Trifunović, M Madić, D Marinković, V Marinković - Metals, 2023 - mdpi.com
Turning is a complex machining process that can be characterized by a number of
performances for a given machining system, workpiece material, cutting tool, and selected …

Theoretical and experimental investigations of tool wear in ultrasonic vibration–assisted turning of 304 austenitic stainless steel

Y Xu, J Zhang, Q Zhang, S Huang, Y Wu… - The International Journal of …, 2023 - Springer
The 304 austenitic stainless steel is used in a wide range of important industries such as
industrial, food, medical, and furniture decoration, seeming the most widely used chromium …

Interface Shear Behavior of Geofoam-Sand: A Comprehensive Laboratory Investigation

PG Sreekantan, D Bansal, GV Ramana - International Journal of …, 2024 - Springer
The interaction between soil and geosynthetics is crucial in geotechnical engineering,
profoundly impacting the stability and performance of infrastructure projects. Geofoam, a …

Coupling Taguchi experimental designs with deep adaptive learning enhanced AI process models for experimental cost savings in manufacturing process …

SWH Zubair, SM Arafat, SA Khan, SG Niazi… - Scientific Reports, 2024 - nature.com
The Aluminum alloy AA7075 workpiece material is observed under dry finishing turning
operation. This work is an investigation reporting promising potential of deep adaptive …

Formation mechanism of ultrafine grains at machined surface of 0.45% carbon steel under high-speed turning process

HW Park, M Matsuda, K Ishitaka, S Funase… - Journal of Manufacturing …, 2024 - Elsevier
Abstract Turning of 0.45% carbon steel was performed with an Al 2 O 3 tool at a cutting
speed of 64–923 m· min− 1 to investigate the cutting behavior, such as cutting temperature …

Prediction of Surface Roughness in Turning Applying the Model of Nonlinear Oscillator with Complex Deflection

R Horváth, L Cveticanin, I Ninkov - Mathematics, 2022 - mdpi.com
This paper deals with prediction of the roughness of a cutting surface in the turning process,
applying the vibration data of the system. A new type of dynamic model for a workpiece …

DEVELOPMENT AND ANALYSIS OF SURFACE ROUGHNESS MODEL IN DRY LONGITUDINAL TURNING OF C45E STEEL

M Madic, M Trifunović, T Janković - Innovative Mechanical …, 2022 - ime.masfak.ni.ac.rs
Abstract Development of predictive models is essential for better understanding and
analysis of machining processes. As surface roughness is one of the most important quality …

Simulation analysis of flank wear and tool life prediction for cutting superalloy under high-pressure cooling

M Wu, M Wei, Y Zhang, L Li… - … Topography: Metrology and …, 2022 - iopscience.iop.org
The effect of flank wear on the cutting process of PCBN tool machining GH4169 superalloy
under high-pressure cooling conditions was studied in this article. First of all, the cutting …