Comprehensive review of advanced methods for improving the parameters of machining steels

AR Machado, LRR da Silva, DY Pimenov… - Journal of Manufacturing …, 2024 - Elsevier
The extensive range of steel types and classifications results in a diverse set of properties
such as plasticity, heat resistance, strength, and corrosion resistance. This diversity enables …

Investigation of hard turning performance of eco-friendly cooling strategies: Cryogenic cooling and nanofluid based MQL

ÇV Yıldırım - Tribology International, 2020 - Elsevier
In hard turning, the chip removal process is very difficult. One of the preferred auxiliary
methods to reduce cost and improve quality is the use of cutting fluid. However, the use of …

Tool wear prediction in hard turning of EN8 steel using cutting force and surface roughness with artificial neural network

T SK, S Shankar, DK - Proceedings of the Institution of …, 2020 - journals.sagepub.com
In this work, the flank wear of the cutting tool is predicted using artificial neural network
based on the responses of cutting force and surface roughness. EN8 steel is chosen as a …

Optimization and modeling of process parameters in multi-hole simultaneous drilling using taguchi method and fuzzy logic approach

M Aamir, S Tu, M Tolouei-Rad, K Giasin, A Vafadar - Materials, 2020 - mdpi.com
In industries such as aerospace and automotive, drilling many holes is commonly required
to assemble different structures where machined holes need to comply with tight geometric …

A hybrid ensemble learning model for evaluating the surface roughness of AZ91 alloy during the end milling operation

P Jha, G Shaikshavali, MG Shankar… - Surface Review and …, 2023 - World Scientific
In metal-cutting operations, the surface roughness of the end product plays a significant role.
It not only affects the aesthetic appearance of the end product but also signifies the product's …

Ultrasonic vibration assisted turning of Inconel 825: an experimental analysis

AK Sahoo, SK Sahoo, S Pattanayak… - Materials and …, 2023 - Taylor & Francis
In this experimental analysis, ultrasonic-vibration-assisted-turning (UVAT) is introduced to
machine Inconel 825 using TiAlN coated WC insert. Different turning conditions (varying …

Feasibility of tool configuration and the effect of tool material, and tool geometry in multi-hole simultaneous drilling of Al2024

M Aamir, M Tolouei-Rad, K Giasin… - The International Journal of …, 2020 - Springer
The use of the multi-spindle head in drilling technology can reduce the drilling cycle time by
simultaneously producing multiple holes in one go. However, selecting the appropriate drill …

Artificial neural networks and adaptive neuro-fuzzy models for predicting WEDM machining responses of Nitinol alloy: Comparative study

C Naresh, PSC Bose, CSP Rao - SN Applied Sciences, 2020 - Springer
This article reports a comparative study of artificial neural network (ANN) and adaptive neuro-
fuzzy inference system (ANFIS) models for better prediction of wire electro-discharge …

Multi-objective optimization of CFRP drilling parameters with a hybrid method integrating the ANN, NSGA-II and fuzzy C-means

Q Wang, X Jia - Composite Structures, 2020 - Elsevier
A full factorial experiment is performed for the conventional dry drilling of CFRP with spindle
speed, feed rate and point angle as drilling parameters, response variables are thrust force …

Experimental investigation on tool wear in AISI H13 die steel turning using RSM and ANN methods

R Suresh, AG Joshi, M Manjaiah - Arabian Journal for Science and …, 2021 - Springer
An attempt was made in the present work to study the influence of machining parameters on
wear of different types of cutting tools during turning of hardened die steel. Multilayer CVD …