Recent advances on machine learning applications in machining processes
F Aggogeri, N Pellegrini, FL Tagliani - Applied sciences, 2021 - mdpi.com
This study aims to present an overall review of the recent research status regarding Machine
Learning (ML) applications in machining processes. In the current industrial systems …
Learning (ML) applications in machining processes. In the current industrial systems …
Design, modeling and parametric optimization of WEDM of Inconel 690 using RSM-GRA approach
Wire electric-discharge machining (WEDM) is the most desirable material processing
technique for making complex designs, especially in hard-to-machine conductive materials …
technique for making complex designs, especially in hard-to-machine conductive materials …
A review on conventional and nonconventional machining of Nickel-based Nimonic superalloy
Superalloys have gained prominence in recent years in various sectors, namely, spacecraft,
marine, power, defense, vehicular and others, due to their ability to withstand high …
marine, power, defense, vehicular and others, due to their ability to withstand high …
[HTML][HTML] AISI D2 steel machining and manufacturing process optimization for tooling applications in biomedical industry
Tool steels such as AISI D2 are famous in the manufacturing industry because of their
engineering applications. The precise interplay of improved hardness and toughness makes …
engineering applications. The precise interplay of improved hardness and toughness makes …
Software modeling environment for solving problems of structurally inhomogeneous materials
V Pasternak, A Ruban, M Surianinov… - Materials Science …, 2022 - Trans Tech Publ
In this scientific study, the main properties of structurally inhomogeneous materials are
predicted by computer modelling methods. The automatic combination of a scanning …
predicted by computer modelling methods. The automatic combination of a scanning …
Parametric analysis and multi-objective optimization for machining complex features on D2 and DC53 steels for tooling applications
Abstract Hardened AISI D2 and DC53 tool steel has widespread applications in the tool and
die-making industry. Conventional machining of D series tool steels is challenging due to …
die-making industry. Conventional machining of D series tool steels is challenging due to …
Prediction of Manning's coefficient of roughness for high-gradient streams using M5P
The coefficient of Manning's roughness (n) has been generally implemented in the
determination of depth and discharge in open channels and canals. This study unravels the …
determination of depth and discharge in open channels and canals. This study unravels the …
Surface roughness modeling using machine learning approaches for wire electro-spark machining of titanium alloy
Purpose In the present study, wire electro-spark machining of Titanium alloy is performed
with the machining parameter such as spark-on time, spark-off time, current and servo …
with the machining parameter such as spark-on time, spark-off time, current and servo …
A study of wire tool surface topography and optimization of wire electro-spark machined UNS N06690 using the federated mode of RSM-ANN
Purpose The purpose of this study is to examine the postprocessed wire tool surface using
scanning electron microscopy and find out the streamlined conditions of input process …
scanning electron microscopy and find out the streamlined conditions of input process …
Development of the effective information and analytical support of the OSH management system
O Kruzhilko, V Maystrenko, V Kalinchyk… - … of Achievements in …, 2020 - journalamme.org
Purpose: Studying urgent problems in the OSH management field in the in European
countries to create effective information and analytical support for the OSH management …
countries to create effective information and analytical support for the OSH management …