Systematic review on tool breakage monitoring techniques in machining operations

X Li, X Liu, C Yue, SY Liang, L Wang - International Journal of Machine …, 2022 - Elsevier
Tool condition monitoring (TCM) in machining operations is crucial to maximise the useful
tool life while reducing the risks associated with tool breakage. Unlike progressive tool wear …

Applications of digital signal processing in monitoring machining processes and rotary components: A review

D Goyal, C Mongia, S Sehgal - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Condition monitoring is a significant requirement for ensuring safe and reliable working of
machining processes and rotary components. Recent developments in digital signal …

Tool wear prediction in high-speed turning of a steel alloy using long short-term memory modelling

M Marani, M Zeinali, V Songmene, CK Mechefske - Measurement, 2021 - Elsevier
Tool flank wear prediction is an important factor in the machining process to guarantee
processing quality and machining efficiency. Therefore, monitoring tool wear is vital to obtain …

[HTML][HTML] CNC machines integration in smart factories using OPC UA

A Martins, J Lucas, H Costelha, C Neves - Journal of Industrial Information …, 2023 - Elsevier
This paper examines the idea of Industry 4.0 from the perspective of the molds industry, a
vital industry in today's industrial panorama. Several technologies, particularly in the area of …

A method for predicting hobbing tool wear based on CNC real-time monitoring data and deep learning

D Wang, R Hong, X Lin - Precision Engineering, 2021 - Elsevier
Intelligent monitoring and diagnosis of tool status are of great significance for improving the
manufacturing efficiency and accuracy of the workpiece. It is difficult to quickly and …

Detection process approach of tool wear in high speed milling

M Kious, A Ouahabi, M Boudraa, R Serra, A Cheknane - Measurement, 2010 - Elsevier
The cutting tool wear degrades the quality of the product in the manufacturing process, for
this reason an on-line monitoring of the cutting tool wear level is very necessary to prevent …

Quality and inspection of machining operations: tool condition monitoring

JT Roth, D Djurdjanovic, X Yang, L Mears, T Kurfess - 2010 - asmedigitalcollection.asme.org
Tool condition monitoring (TCM) is an important aspect of condition based maintenance
(CBM) in all manufacturing processes. Recent work on TCM has generated significant …

Develo** an OPC UA server for CNC machines

A Martins, J Lucas, H Costelha, C Neves - Procedia Computer Science, 2021 - Elsevier
This paper addresses the concept of Industry 4.0 from the perspective of the molds industry,
a key industry in today's industrial panorama. With its constant modernization, several …

Tool condition monitoring in milling using vibration analysis

I Yesilyurt, H Ozturk - International journal of production research, 2007 - Taylor & Francis
Monitoring the condition of cutting tools in any machining operation is very important to
avoid unexpected machining trouble and improve machining accuracy. This paper presents …

Sensorless tool failure monitoring system for drilling machines

LA Franco-Gasca, G Herrera-Ruiz… - International Journal of …, 2006 - Elsevier
It is well known that on-line tool condition monitoring has great significance in modern
manufacturing processes. In order to prevent possible damages to the workpiece or the …