A review of flank wear prediction methods for tool condition monitoring in a turning process

A Siddhpura, R Paurobally - The International Journal of Advanced …, 2013 - Springer
Flank wear is the most commonly observed and unavoidable phenomenon in metal cutting
which is also a major source of economic loss resulting due to material loss and machine …

Scopes, challenges and approaches of energy harvesting for wireless sensor nodes in machine condition monitoring systems: A review

I Ahmad, LM Hee, AM Abdelrhman, SA Imam… - Measurement, 2021 - Elsevier
Abstract Machine condition monitoring (MCM) plays an important role in reducing failure
losses in the industry. Appropriate wireless sensor nodes (WSNs) used in MCM will allow …

Tool condition monitoring system: A review

N Ambhore, D Kamble, S Chinchanikar… - Materials Today …, 2015 - Elsevier
Increasing demands of process automation for un-manned manufacturing attracted many
researchers in the field of on-line monitoring of machining processes. In view of this …

Integrated tool condition monitoring systems and their applications: a comprehensive review

C Nath - Procedia Manufacturing, 2020 - Elsevier
In conventional metal cutting, different tool wear modes, and their individual deterioration
rates play vital roles in overall production performance. For a given tool (ie, geometry or …

Tool condition monitoring while using vegetable based cutting fluids during milling of inconel 625

S Shankar, T Mohanraj, A Pramanik - Journal of Advanced …, 2019 - World Scientific
This investigation has designed a tool condition monitoring system (TCM) while milling of
Inconel 625 based on sound and vibration signatures. The experiments were carried out …

Sensors selection for tool failure detection during machining processes: A simple accurate classification model

M Abubakr, MA Hassan, GM Krolczyk, N Khanna… - CIRP Journal of …, 2021 - Elsevier
Tool failure detection is a crucial task for continuous safe machining operations. In this study,
a novel approach is proposed to develop an accurate and simple tool condition …

Optimization of end mill tool geometry parameters for Al7075-T6 machining operations based on vibration amplitude by response surface methodology

M Subramanian, M Sakthivel, K Sooryaprakash… - Measurement, 2013 - Elsevier
This paper aims at developing a statistical model to envisage vibration amplitude in terms of
geometrical parameters such as radial rake angle, nose radius of cutting tool and machining …

Online monitoring and multi-objective optimisation of technological parameters in high-speed milling process

DH Tien, QT Duc, TN Van, NT Nguyen… - … International Journal of …, 2021 - Springer
Online monitoring and optimisation of technological parameters are very effective methods
of improving productivity and machining surface quality, especially in high-speed milling …

Prediction of cutting force, tool wear and surface roughness of Al6061/SiC composite for end milling operations using RSM

S Jeyakumar, K Marimuthu… - Journal of Mechanical …, 2013 - Springer
The results of mathematical modeling and the experimental investigation on the
machinability of aluminium (Al6061) silicon carbide particulate (SiCp) metal matrix …

Force-based tool condition monitoring for turning process using v-support vector regression

N Li, Y Chen, D Kong, S Tan - The International Journal of Advanced …, 2017 - Springer
In this paper, comprehensive analysis has been carried out to seek out the effective features
which can reveal the tool conditions when turning 50# normalized steel. Tool failure …