Prediction of machining performance using RSM and ANN models in hard turning of martensitic stainless steel AISI 420
The purpose of this experimental work is to study the impact of the machining parameters
(Vc, ap, and f) on the surface roughness criteria (Ra, Rz, and Rt) as well as on the cutting …
(Vc, ap, and f) on the surface roughness criteria (Ra, Rz, and Rt) as well as on the cutting …
Machinability investigation in hard turning of AISI D3 cold work steel with ceramic tool using response surface methodology
The hard turning process has been attracting interest in different industrial sectors for
finishing operations of hard materials. In this paper, the effects of cutting speed, feed rate …
finishing operations of hard materials. In this paper, the effects of cutting speed, feed rate …
Experimental investigation of surface roughness, flank wear, chip morphology and cost estimation during machining of hardened AISI 4340 steel with coated carbide …
Background Now-a-days, newer hardened steel materials are coming rapidly into the market
due to its wide applications in various fields of engineering. So the machinability …
due to its wide applications in various fields of engineering. So the machinability …
Cutting conditions modeling and optimization in hard turning using RSM, ANN and desirability function
A Labidi, H Tebassi, S Belhadi, R Khettabi… - Journal of Failure …, 2018 - Springer
Mechanical manufacturing companies are required to produce parts with high quality,
greater accuracy and high productivity to be competitive. For this purpose, the present work …
greater accuracy and high productivity to be competitive. For this purpose, the present work …
Modeling and optimization of machining parameters to minimize surface roughness and maximize productivity when turning polytetrafluoroethylene (PTFE)
The objective of this work is to study the impact of the machining parameters (ap, f, and Vc)
on the technological parameters, surface roughness criteria (Ra, Rz), and material removal …
on the technological parameters, surface roughness criteria (Ra, Rz), and material removal …
Modelling and optimization of machining parameters during hardened steel AISID3 turning using RSM, ANN and DFA techniques: comparative study
Nowadays, the relationships linking the cutting conditions to the different technological
parameters are becoming a major industrial objective. The present work deals with some …
parameters are becoming a major industrial objective. The present work deals with some …
Surface roughness evaluation of various cutting materials in hard turning of AISI H11
This paper describes a comparison of surface roughness between ceramics and cubic
boron nitride (CBN7020) cutting tools when machining of AISI H11 hot work steels treated at …
boron nitride (CBN7020) cutting tools when machining of AISI H11 hot work steels treated at …
Evaluation of the surface roughness of machine parts with wear-resistant gas thermal coatings during turning
AA Kovalev, AS Krasko, NV Rogov - Journal of Machinery Manufacture …, 2022 - Springer
In this work we consider models for estimating the roughness of machine parts with wear-
resistant surfaces during turning. A model for estimating roughness was proposed that …
resistant surfaces during turning. A model for estimating roughness was proposed that …
Comparative study to optimize surface roughness of the titanium alloy Ti-6Al-4V by applying Taguchi, RSM and TLBO methods
Titanium alloys are used in aeronautics and the shipbuilding industry for their good intrinsic
properties, namely low density (40% less than steel), very good mechanical properties and …
properties, namely low density (40% less than steel), very good mechanical properties and …
Comparative Analysis of RSM, ANN and ANFIS Techniques in Optimization of Process Parameters in Laser Assisted Turning of NITINOL Shape Memory Alloy
The increasing demand for orthogonal cutting in the machining of difficult-to-cut materials
may be ascribed to its superior benefits. These advantages can be achieved by using …
may be ascribed to its superior benefits. These advantages can be achieved by using …