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 …

Tool condition monitoring in the milling process with vegetable based cutting fluids using vibration signatures

T Mohanraj, S Shankar, R Rajasekar… - Materials …, 2019 - degruyter.com
The major difficulty faced in a machining process is predicting the failure of cutting tools and
analyzing the stipulated time for tool replacement. The former and latter can be achieved …

Audio-based tool condition monitoring in milling of the workpiece material with the hardness variation using support vector machines and convolutional neural …

A Kothuru, SP Nooka, R Liu - Journal of …, 2018 - asmedigitalcollection.asme.org
Machining industry has been evolving toward implementation of automation into the
processes for higher productivity and efficiency. Although many studies have been …

Tool condition monitoring in turning using statistical parameters of vibration signal

H Arslan, ALİ ER, S Orhan, E Aslan - International Journal of …, 2016 - avesis.aybu.edu.tr
In this study, the relationship between vibration and tool wear is investigated during high-
speed dry turning by using statistical parameters. It is aimed to show how tool wear and the …

Vibration-based tool condition monitoring in milling of Ti-6Al-4V using an optimization model of GM (1, N) and SVM

KV Rao, YP Kumar, VK Singh, LS Raju… - … International Journal of …, 2021 - Springer
Titanium alloys are the difficult to cut metals due to their low thermal conductivity and
chemical affinity with tool material. Since the tool vibration is a replica of tool wear and …

Prediction of cutting tool wear during milling process using artificial intelligence techniques

S Shankar, T Mohanraj, R Rajasekar - International Journal of …, 2019 - Taylor & Francis
An efficient tool condition monitoring system was designed for keyway milling of 7075-T6
hybrid aluminium alloy composite with resultant machining force and sound acquired while …

Force-torque based on-line tool wear estimation system for CNC milling of Inconel 718 using neural networks

B Kaya, C Oysu, HM Ertunc - Advances in Engineering Software, 2011 - Elsevier
In a modern machining system, tool condition monitoring systems are needed to get higher
quality production and to prevent the downtime of machine tools due to catastrophic tool …

Applying a multi sensor system to predict and simulate the tool wear using of artificial neural networks

A Salimi Asl, A Erdem, M Rafighi - Scientia Iranica, 2017 - scientiairanica.sharif.edu
Cutting tool wear in machining processes reduces the product surface quality, affects on the
dimensional and geometrical tolerances and causes tool breakage during the metal cutting …

[PDF][PDF] Monitoring and analysis of MRR-based feedrate optimization approach and effects of cutting conditions using acoustic sound pressure level in free-form surface …

E Bagci - Scientific Research and Essays, 2011 - Citeseer
Sculptured surface machining (SSM) is one of the continually used manufacturing processes
for die/mold, aerospace (especially turbine blades), precision machine design, bio-medical …

Development of an ANN model for prediction of tool wear in turning EN9 and EN24 steel alloy

RU Baig, S Javed, M Khaisar… - Advances in …, 2021 - journals.sagepub.com
An imperative requirement of a modern machining system is to detect tool wear while
machining to maintain the surface quality of the product. Vibration signatures emanating …