Milling force model for aviation aluminum alloy: academic insight and perspective analysis

Z Duan, C Li, W Ding, Y Zhang, M Yang, T Gao… - Chinese journal of …, 2021 - Springer
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 …

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 …

[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 …

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 …

Advanced data collection and analysis in data-driven manufacturing process

K Xu, Y Li, C Liu, X Liu, X Hao, J Gao… - Chinese Journal of …, 2020 - Springer
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 …

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 …

Physics-informed Bayesian inference for milling stability analysis

G Chen, Y Li, X Liu, B Yang - International Journal of Machine Tools and …, 2021 - Elsevier
The accurate prediction of chatter stability in milling operations is a continuous pursuit of
manufacturing engineering. Physical-based stability analysis methods suffer from inaccurate …

Speed-varying cutting force coefficient identification in milling

N Grossi, L Sallese, A Scippa, G Campatelli - Precision Engineering, 2015 - Elsevier
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 …

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 …

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 …