Milling force model for aviation aluminum alloy: academic insight and perspective analysis
Aluminum alloy is the main structural material of aircraft, launch vehicle, spaceship, and
space station and is processed by milling. However, tool wear and vibration are the …
space station and is processed by milling. However, tool wear and vibration are the …
Recent progress of chatter prediction, detection and suppression in milling
L Zhu, C Liu - Mechanical Systems and Signal Processing, 2020 - Elsevier
Machining chatter has been studied by scholars over the past decades, since chatter has a
significant impact on surface quality and productivity. Researchers have carried out …
significant impact on surface quality and productivity. Researchers have carried out …
[HTML][HTML] A review of chatter vibration research in milling
YUE Caixu, GAO Haining, LIU Xianli, SY Liang… - Chinese Journal of …, 2019 - Elsevier
Chatter is a self-excited vibration of parts in machining systems. It is widely present across a
range of cutting processes, and has an impact upon both efficiency and quality in production …
range of cutting processes, and has an impact upon both efficiency and quality in production …
Machining of aluminum alloys: a review
MC Santos, AR Machado, WF Sales… - … International Journal of …, 2016 - Springer
The use of aluminum alloys in manufacturing industry has increased significantly in recent
years. This is because primarily to their ability to combine lightness and strength in a single …
years. This is because primarily to their ability to combine lightness and strength in a single …
Advanced data collection and analysis in data-driven manufacturing process
The rapidly increasing demand and complexity of manufacturing process potentiates the
usage of manufacturing data with the highest priority to achieve precise analyze and control …
usage of manufacturing data with the highest priority to achieve precise analyze and control …
Mill condition monitoring based on instantaneous identification of specific force coefficients under variable cutting conditions
L Bernini, P Albertelli, M Monno - Mechanical Systems and Signal …, 2023 - Elsevier
Following the necessity of increased performance and availability requirements for
manufacturing systems, research is becoming more and more attracted by monitoring …
manufacturing systems, research is becoming more and more attracted by monitoring …
Physics-informed Bayesian inference for milling stability analysis
The accurate prediction of chatter stability in milling operations is a continuous pursuit of
manufacturing engineering. Physical-based stability analysis methods suffer from inaccurate …
manufacturing engineering. Physical-based stability analysis methods suffer from inaccurate …
Speed-varying cutting force coefficient identification in milling
Accurate simulation of the machining process is crucial to improve milling performance,
especially in High-Speed Milling, where cutting parameters are pushed to the limit. Various …
especially in High-Speed Milling, where cutting parameters are pushed to the limit. Various …
Ensemble transfer learning for refining stability predictions in milling using experimental stability states
M Postel, B Bugdayci, K Wegener - The International Journal of Advanced …, 2020 - Springer
A new approach for updating model-based stability chart predictions in milling based on
experimental data is presented. The approach utilizes Deep Neural Networks (DNNs), which …
experimental data is presented. The approach utilizes Deep Neural Networks (DNNs), which …
Optimization of cutting parameters for cutting force in shoulder milling of Al7075-T6 using response surface methodology and genetic algorithm
M Subramanian, M Sakthivel, K Sooryaprakash… - Procedia …, 2013 - Elsevier
This paper aims at developing a statistical model to predict cutting force in terms of
machining parameters such as cutting speed, cutting feed rate and axial depth of cut …
machining parameters such as cutting speed, cutting feed rate and axial depth of cut …