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Multiple regression modeling and prediction of the surface roughness in the WEDM process
(2014)
Wire electrical discharge machining (WEDM) process is a specialized thermal machining process capable of accurately cutting and machining mechanical parts with various hardnesses and intricate shapes. WEDM is also a ...
Prediction of surface roughness in longitudinal turning process by a genetic learning algorithm
(Carl Hanser Verlag, 2014)
The surface roughness is one of the major parameters for determining the level of machining quality. The cutting parameters and conditions have great importance to achieve the desired values during the turning process. In ...
ANN surface roughness prediction of AZ91D magnesium alloys in the turning process
(Carl Hanser Verlag, 2017)
This contribution presents an approach for the modeling and prediction of surface roughness in the turning of AZ91D magnesium alloys using an artificial neural network. The experiments were conducted with CCGT, DCGT and ...
Estimation of Surface Roughness and Flank Wear in Milling of Inconel 625 Superalloy
(World Scientific, 2021)
The main objective of this work is to experimentally investigate and statistically evaluate the effects of the milling parameters on surface roughness (Ra) and flank wear (Vb) in the milling of Inconel 625. Thus, milling ...
Experimental and statistical investigation of the effects of cutting parameters on kerf quality and surface roughness in laser cutting of al 5083 alloy
(World Scientific, 2021)
In this study, the effect of cutting parameters on kerf quality and surface roughness in laser cutting of Al 5083 alloyed material was investigated both experimentally and statistically (Taguchi & Gray Taguchi). Experimental ...
Examining the machinability of 38MnVS6 microalloyed steel, cooled in different mediums after hot forging with the coated carbide and ceramic tool
(SAGE Publications Ltd, 2021)
In this study, the effect of the microstructure, hardness, and cutting speed on main cutting force and surface roughness in medium carbon microalloyed steel cooled in different mediums after hot forging, was investigated. ...
Optimization of process parameters affecting cutting force, power consumption and surface roughness usıng taguchi-based gray relatıonal analysıs in turnıng aısı 1040 steel
(World Scientific, 2022)
This study focuses on optimization of cutting conditions and modeling of cutting force (Fc), power consumption (P), and surface roughness (Ra) in machining AISI 1040 steel using cutting tools with 0.4mm and 0.8mm nose ...
Evaluation Of energy consumption, cutting force, surface roughness and vibration In machining toolox 44 steel using taguchi-based gray relational analysis
(World Scientific, 2022)
This paper presents the Toolox 44 steel's experimental and statistical machinability optimizations conducted for achieving minimum output parameters (energy consumption (Ec), cutting force (Fc), surface roughness (Ra), and ...
Evaluation of the mechanical properties and machinability of chromium and molybdenum-added powder metallurgy steels
(SAGE Publications Ltd, 2024)
The present study focuses on the microstructure, mechanical properties, and machining aspects of powder metallurgy (PM) steel containing different rates of chromium (Cr) and molybdenum (Mo). PM steel alloys were pressed ...
Evaluation of the machinability performance of PH 13-8 Mo maraging steel used in the aerospace industry
(SAGE Publications Ltd, 2024)
This study focused on investigating the impacts of machining parameters on cutting force (Fc), surface roughness (Ra), cutting power (Pc), and specific cutting energy (SCE) and determining optimum machining parameters in ...
