A review of indirect tool condition monitoring systems and decision-making methods in turning: Critical analysis and trends

M Kuntoğlu, A Aslan, DY Pimenov, ÜA Usca, E Salur… - Sensors, 2020 - mdpi.com
The complex structure of turning aggravates obtaining the desired results in terms of tool
wear and surface roughness. The existence of high temperature and pressure make difficult …

Application of soft computing techniques in machining performance prediction and optimization: a literature review

M Chandrasekaran, M Muralidhar, CM Krishna… - … International Journal of …, 2010 - Springer
Machining is one of the most important and widely used manufacturing processes. Due to
complexity and uncertainty of the machining processes, of late, soft computing techniques …

Predicting tool life in turning operations using neural networks and image processing

T Mikołajczyk, K Nowicki, A Bustillo… - Mechanical systems and …, 2018 - Elsevier
A two-step method is presented for the automatic prediction of tool life in turning operations.
First, experimental data are collected for three cutting edges under the same constant …

A systematic literature review of cutting tool wear monitoring in turning by using artificial intelligence techniques

L Colantonio, L Equeter, P Dehombreux, F Ducobu - Machines, 2021 - mdpi.com
In turning operations, the wear of cutting tools is inevitable. As workpieces produced with
worn tools may fail to meet specifications, the machining industries focus on replacement …

Prediction of tool wear based on GA-BP neural network

W Wei, R Cong, Y Li, AD Abraham… - Proceedings of the …, 2022 - journals.sagepub.com
The anisotropy and nonuniformity of wood-plastic composites (WPCs) affect the milling tool,
which rapidly wears during high-speed milling of WPCs. Thus, the evolution mechanism of …

A review of sustainable machining engineering: optimization process through triple bottom line

ME Peralta Álvarez… - Journal of …, 2016 - asmedigitalcollection.asme.org
The studies about sustainable manufacturing engineering (SME) contain an increasing body
of knowledge, motivated by the rising interest in the processes lifecycle sustainability. Its …

[HTML][HTML] Challenges and issues in continuum modelling of tribology, wear, cutting and other processes involving high-strain rate plastic deformation of metals

A Mir, X Luo, I Llavori, A Roy, DL Zlatanovic… - journal of the …, 2022 - Elsevier
Contribution of finite element method (FEM) as a modelling and simulation technique to
represent complex tribological processes has improved our understanding about various …

A comparison of dry and air-cooled turning of grey cast iron with mixed oxide ceramic tool

DK Sarma, US Dixit - Journal of Materials Processing Technology, 2007 - Elsevier
The present work compares the performance of a mixed oxide ceramic tool in dry and air-
cooled turning of grey cast iron. First, the study was done in the range of process parameters …

Prediction and optimization of hobbing gear geometric deviations

S Sun, S Wang, Y Wang, TC Lim, Y Yang - Mechanism and Machine …, 2018 - Elsevier
Hobbing is a precision gear manufacturing process with high efficiency and low cost. High
precision gears are essential components for high-end equipment to meet the requirement …

Optimization of tool life, surface roughness and production time in CNC turning process using Taguchi method and ANOVA

NJ Rathod, MK Chopra, PK Chaurasiya… - Annals of Data …, 2023 - Springer
This research uses Taguchi technique for process parameter optimization for AISI 304
Stainless Steel material so as to enhance tool life and decrease production time and reduce …