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 …

Machine vision for the measurement of machining parameters: A review

AW Hashmi, HS Mali, A Meena, IA Khilji… - Materials Today …, 2022 - Elsevier
Machining parameters have significant value in manufacturing and machining industries as
they result in quality and dimensional accuracy of the product. The machining parameters …

Tool wear monitoring in turning using image processing techniques

PJ Bagga, MA Makhesana, K Patel, KM Patel - Materials Today …, 2021 - Elsevier
Observing the tool wear is very important in metal cutting industry as it affects the
dimensional accuracy and surface quality of work part. Generally, tool wear is measured …

Importance of condition monitoring in mechanical domain

SK Nithin, K Hemanth, V Shamanth, RS Mahale… - Materials Today …, 2022 - Elsevier
This paper discusses the importance of condition Monitoring in the mechanical domain.
Over the last few decades, researchers have been particularly interested in mechanical …

Review on tool condition classification in milling: A machine learning approach

AD Patange, R Jegadeeshwaran - Materials Today: Proceedings, 2021 - Elsevier
A cutting tool sustains & preserves the economy of machining activity. Inclusion of
unforeseen faults in the cutting tool affects machining accuracy, product quality, and overall …

Multisensory based tool wear monitoring for practical applications in milling of titanium alloy

B Niu, J Sun, B Yang - Materials today: proceedings, 2020 - Elsevier
Titanium alloys can be found widely in aerospace applications due to their ideal mechanical
properties. However, the low machinability of titanium alloys results in a rapid wear rate of …

Fault diagnosis of face milling tool using decision tree and sound signal

CK Madhusudana, H Kumar, S Narendranath - Materials Today …, 2018 - Elsevier
The monitoring of machining process can improve the quality of product and economy of
production. The monitoring system helps to recognize and monitor the surface roughness …

Indirect monitoring of machining characteristics via advanced sensor systems: a critical review

ME Korkmaz, MK Gupta, Z Li, GM Krolczyk… - … International Journal of …, 2022 - Springer
On-line monitoring of the machining processes provides to detect the amount and type of
tool wear which is critical for the determination of remaining useful lifetime of cutting tool …

Tool condition monitoring of cylindrical grinding process using acoustic emission sensor

A Arun, K Rameshkumar, D Unnikrishnan… - Materials today …, 2018 - Elsevier
In this work, an experimental setup has been established consisting of a cylindrical grinding
machine with piezo-electric sensor for capturing acoustic emission and its related hardware …

[PDF][PDF] 13.22—Review of sensor applications in tool condition monitoring in machining

MSH Bhuiyan, IA Choudhury - Comprehensive Materials …, 2014 - researchgate.net
Tool condition monitoring (TCM) can be defined as a process of watching the performance
of a cutting tool during machining to observe the damages occurred to it by the responsible …