Review of Recent Methods and Learning Techniques in Prediction of Tool Life

UF Izdihar, B Patel, ZF Huang… - International …, 2023 - asmedigitalcollection.asme.org
The reliability of the cutting tool is a key factor in accomplishing the objective of the
machining processes. The methods and learning techniques to predict the tool life have …

[PDF][PDF] Prediction of tool condition during turning of aluminium/alumina/graphite hybrid metal matrix composites using machine learning approach

N Radhika - Journal of Engineering Science and Technology, 2015 - researchgate.net
Aluminium/alumina/graphite hybrid metal matrix composites manufactured using stir casting
technique was subjected to machining studies to predict tool condition during machining …

Tool condition monitoring based on dynamic sensitivity of a tool-workpiece system

X Jiang, B Li, X Mao, C Hao, H Liu - The International Journal of Advanced …, 2018 - Springer
This paper studies the dynamic sensitivity-based tool condition monitoring and finds the
factors that affect tool wear under operation. First, the dynamic sensitivity of the method is …

Vibration measurement of a cutting tool using root-embedded PZT sensor

AB Haddad, BOF Al-Bedoor - Journal of Quality in Maintenance …, 2021 - emerald.com
Purpose In this paper, a vibration measuring technique that relies on the use of piezoelectric
material and is originally developed to measure the vibration of turbine blade is adopted to …

Design Considerations for Development of a Wire-Based Rock Cutting Mechanism for Space Exploration

JR Schwendeman, CB Dreyer, JPH Steele - 2010 - asmedigitalcollection.asme.org
Exploration and understanding of other celestial bodies will involve the same type of science
used to understand our own planet earth. Specifically, much can be learned from studying …

Cutting Tool Condition Monitoring Based on a Machine Learning Approach by Using Vibration Signals

S Tiwari, V Gunasegaran, M Amarnath… - 2024 1st …, 2024 - ieeexplore.ieee.org
In metal cutting operations, tool wear could result in higher energy utilization, excessive tool
vibration, and deteriorated surface finish quality. Therefore, tool wear monitoring is critical to …

[HTML][HTML] An optical fiber measurement system design on tool radial vibration

J Binghui, F Yong - Vibroengineering Procedia, 2017 - extrica.com
The effects of tool radial vibration bring not only poor surface quality, inferior dimensional
accuracy, but also disproportionate tool wear or tool breakage and excessive noise …

A novel in-situ tool wear monitoring approach using multivariate signal processing and intrinsic multiscale entropy analysis

X Yang, R Yuan, Y Lv, S Shi, S Li, Y Li - 2023 - researchsquare.com
Tool wear significantly affects the interface condition between the machining tool and the
workpiece, causing nonlinear vibrations that negatively impact machining quality. The …

The application of gray theory on wire cut electric discharge machine non-resistance sparkle circuit prediction

SH Chen, CP Wang - The International Journal of Advanced …, 2018 - Springer
The development and research of the green manufacturing technology is relatively
important. In order to improve processing efficiency of modern wire cut electric discharge …

[引用][C] Qualification of metalworking fluids by Tapping Torque Tests and related Acoustic Emission-based classifications

AL Demmerling - 2023 - Dissertation, Duisburg, Essen …