Tool condition monitoring for high-performance machining systems—A review

A Mohamed, M Hassan, R M'Saoubi, H Attia - Sensors, 2022 - mdpi.com
In the era of the “Industry 4.0” revolution, self-adjusting and unmanned machining systems
have gained considerable interest in high-value manufacturing industries to cope with the …

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 …

Machining process monitoring and control: the state-of-the-art

SY Liang, RL Hecker… - J. Manuf. Sci. Eng., 2004 - asmedigitalcollection.asme.org
Research in automating the process level of machining operations has been conducted, in
both academia and industry, over the past few decades. This work is motivated by a strong …

A review on wood machining: characterization, optimization, and monitoring of the sawing process

V Nasir, J Cool - Wood Material Science & Engineering, 2020 - Taylor & Francis
Sawing is the most common machining process and is present in both primary and
secondary wood transformation sectors. The objective of this paper is to review how it is …

Tool wear monitoring by machine learning techniques and singular spectrum analysis

B Kilundu, P Dehombreux, X Chiementin - Mechanical Systems and Signal …, 2011 - Elsevier
This paper explores the use of data mining techniques for tool condition monitoring in metal
cutting. Pseudo-local singular spectrum analysis (SSA) is performed on vibration signals …

Process monitoring to assist the workpiece surface quality in machining

DA Axinte, N Gindy, K Fox, I Unanue - International Journal of Machine …, 2004 - Elsevier
The paper reports on research which attempts to correlate the quality of the machined
surface after broaching and the output signals obtained from multiple sensors, namely …

Vibration energy-based indicators for multi-target condition monitoring in milling operations

L Bai, J Zhang, E Budak, Y Tang, W Zhao - Journal of Manufacturing …, 2024 - Elsevier
The demand for intelligent process monitoring is increasing in aerospace manufacturing to
ensure tight tolerances and high surface quality. Real-time monitoring in machining is …

Monitoring online cutting tool wear using low-cost technique and user-friendly GUI

JA Ghani, M Rizal, MZ Nuawi, MJ Ghazali, CHC Haron - Wear, 2011 - Elsevier
Cutting tool wear is known to affect tool life, surface quality and production time. Because of
this an online tool wear measurement and monitoring system has been developed, using a …

Tool condition monitoring methods applicable in the metalworking process

MA Lara de Leon, J Kolarik, R Byrtus… - … methods in engineering, 2024 - Springer
This article reviews and analyzes the approaches utilized for monitoring cutting tool
conditions. The Research focuses on publications from 2012 to 2022 (10 years), in which …

An embedded multi-sensor system on the rotating dynamometer for real-time condition monitoring in milling

M Rizal, JA Ghani, MZ Nuawi, CHC Haron - The International Journal of …, 2018 - Springer
The newly developed multi-sensor system for a milling process sensor system is capable of
simultaneously measuring six channels of machining signals using a rotating tool …