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An overview of current status of cutting fluids and cooling techniques of turning hard steel
In the recent years, there has been increasing interest in hard turning over grinding for
machining of hardened steels. There are some issues in the process which should be …
machining of hardened steels. There are some issues in the process which should be …
Metal cutting lubricants and cutting tools: a review on the performance improvement and sustainability assessment
The quality enhancement during massive production of the traditional machining products is
a risky challenge when the cost and environmental impact must be considered. The tool life …
a risky challenge when the cost and environmental impact must be considered. The tool life …
Prediction of surface roughness in hard turning under high pressure coolant using Artificial Neural Network
In this study, an artificial neural network (ANN) based predictive model of average surface
roughness in turning hardened EN 24T steel has been presented. The prediction was …
roughness in turning hardened EN 24T steel has been presented. The prediction was …
Hard machining performance of indigenously developed green cutting fluid using flood cooling and minimum quantity cutting fluid
Cutting fluids play a vital part in turning process. Basically, these cutting fluids are made up
of mineral oil (MO) and performance enhancing additives that are produced chemically …
of mineral oil (MO) and performance enhancing additives that are produced chemically …
[HTML][HTML] Modeling and prediction of surface roughness in hybrid manufacturing–milling after FDM using artificial neural networks
S Djurović, D Lazarević, B Ćirković, M Mišić, M Ivković… - Applied Sciences, 2024 - mdpi.com
Three-dimensional printing, or additive manufacturing, represents one of the fastest growing
branches of the industry, and fused deposition modeling (FDM) is one of most frequently …
branches of the industry, and fused deposition modeling (FDM) is one of most frequently …
[HTML][HTML] Neural-network-based approaches for optimization of machining parameters using small dataset
Surface quality is one of the most important indicators of the quality of machined parts. The
analytical method of defining the arithmetic mean roughness is not applied in practice due to …
analytical method of defining the arithmetic mean roughness is not applied in practice due to …
Biodegradation and hard machining performance comparison of eco-friendly cutting fluid and mineral oil using flood cooling and minimum quantity cutting fluid …
As manufacturing advances, there is a growing demand for harder materials in various
fields, such as aerospace and defence. Hard materials are difficult to produce, and hard …
fields, such as aerospace and defence. Hard materials are difficult to produce, and hard …
Modeling and prediction of surface roughness at the drilling of SLM-Ti6Al4V parts manufactured with pre-hole with optimized ANN and ANFIS
In this study, modeling of the surface roughness (Ra) with artificial neural networks (ANN) in
drilling the desired diameter of Ti6Al4V alloy produced by Selective Laser Melting (SLM) …
drilling the desired diameter of Ti6Al4V alloy produced by Selective Laser Melting (SLM) …
Monitoring and predicting the surface generation and surface roughness in ultraprecision machining: A critical review
The aim of manufacturing can be described as achieving the predefined high quality product
in a short delivery time and at a competitive cost. However, it is unfortunately quite …
in a short delivery time and at a competitive cost. However, it is unfortunately quite …
A neural network model to predict surface roughness during turning of hardened SS410 steel
In manufacture sector, the surface finish quality has considerable importance that can affect
the functioning of a component, and possibly its cost. The surface quality is an significant …
the functioning of a component, and possibly its cost. The surface quality is an significant …