A review of empirical modeling techniques to optimize machining parameters for hard turning applications

JS Dureja, VK Gupta, VS Sharma… - Proceedings of the …, 2016 - journals.sagepub.com
There has been a tremendous development in the field of modeling and optimization
methods starting from Taylor's tool life model. Use of costly tools such as polycrystalline …

Modeling and optimization of tool vibration and surface roughness in boring of steel using RSM, ANN and SVM

K Venkata Rao, P Murthy - Journal of intelligent manufacturing, 2018 - Springer
In this paper, statistical models were developed to investigate effect of cutting parameters on
surface roughness and root mean square of work piece vibration in boring of stainless steel …

Optimization of drilling parameters for drilling of TI-6Al-4V based on surface roughness, flank wear and drill vibration

M Balaji, KV Rao, NM Rao, BSN Murthy - Measurement, 2018 - Elsevier
Machining of titanium alloys is difficult due to their low elasticity, high formability and
tendency of breakage. In drilling of TI-6Al-4V alloy, drill bits are subjected to chatter vibration …

Investigation of the effects of ultrasonic assisted drilling on tool wear and optimization of drilling parameters

E Yarar, S Karabay - CIRP Journal of Manufacturing Science and …, 2020 - Elsevier
In this study, ultrasonic-assisted drilling was performed on different heat-treated (T6, T1)
AA6061 to investigate the effects of cutting parameters on forces, surface roughness, and …

Prediction of surface roughness in turning using vibration features selected by largest Lyapunov exponent based ICEEMDAN decomposition

V Guleria, V Kumar, PK Singh - Measurement, 2022 - Elsevier
The prediction of surface roughness during turning using indirect methods helps improve the
quality of production. This study proposes an intelligent surface roughness prediction …

[HTML][HTML] Machining behavior of multiple layer polymer composite bearing with using different drill bits

AT Erturk, F Vatansever, E Yarar, S Karabay - Composites Part B …, 2019 - Elsevier
The aim of this work is to investigate the drilling behavior of multiple layer orthotropic
polyester composite reinforced with woven polyester fiber and PTFE particle. Drilling ability …

Surface roughness measurements in NFMQL assisted turning of titanium alloys: An optimization approach

MK Gupta, PK Sood - Friction, 2017 - Springer
The prediction and optimization of surface roughness values remain a critical concern in
nano-fluids based minimum quantity lubrication (NFMQL) turning of titanium (grade-2) …

Cutting forces and surface roughness in wet machining of Inconel alloy 738 with coated carbide tool

B Davoodi… - Proceedings of the …, 2016 - journals.sagepub.com
Inconel 738 is a precipitation-strengthened nickel-based superalloy, which is widely used in
hot sections of gas turbine engines due to its excellent high-temperature strength and …

Multi response optimization of CNC end milling of AISI H11 alloy steel for rough and finish machining using TGRA

PK Singh, P Saini, D Kumar - Materials Today: Proceedings, 2020 - Elsevier
The AISI H11 tool steel is an essential material used in fabrication of tools & dies. It is an air
hardening, high chromium, supreme carbon steel having high wear and abrasion resistant …

Experimental studies of machining parameters on surface roughness, flank wear, cutting forces and work piece vibration in boring of AISI 4340 steels: modelling and …

K Adarsha Kumar, C Ratnam, K Venkata Rao… - SN Applied …, 2019 - Springer
The statistical mathematical models are developed to investigate the influence of cutting
parameters on surface roughness, tool wear, cutting force, tangential force and the work …