[HTML][HTML] Application of measurement systems in tool condition monitoring of Milling: A review of measurement science approach

DY Pimenov, MK Gupta, LRR da Silva, M Kiran… - Measurement, 2022 - Elsevier
Milling is a high-performance method that allows an efficient machining of both flat and
complexly shaped surfaces. During the milling process, the cutting tool (cutters), its cutting …

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 …

[PDF][PDF] 大数据下机械智能故障诊断的机遇与挑战

雷亚国, 贾峰, 孔德同, 林京, 邢赛博 - 机械工程学报, 2018 - scholar.archive.org
机械故障是风力发电设备, 航空发动机, 高档数控机床等大型机械装备安全可靠运行的“潜在杀手”
. 故障诊断是保障机械装备安全运行的“杀手锏”. 由于诊断的装备量大面广, 每台装备测点多 …

Reliable deep learning and IoT-based monitoring system for secure computer numerical control machines against cyber-attacks with experimental verification

MQ Tran, M Elsisi, MK Liu, VQ Vu, K Mahmoud… - IEEE …, 2022 - ieeexplore.ieee.org
This paper introduces a new intelligent integration between an IoT platform and deep
learning neural network (DNN) algorithm for the online monitoring of computer numerical …

Review of tool condition monitoring methods in milling processes

Y Zhou, W Xue - The International Journal of Advanced Manufacturing …, 2018 - Springer
Accurate tool condition monitoring (TCM) is essential for the development of fully automated
milling processes. However, while considerable research has been conducted in industrial …

Chatter detection in milling process based on VMD and energy entropy

C Liu, L Zhu, C Ni - Mechanical Systems and Signal Processing, 2018 - Elsevier
This paper presents a novel approach to detect the milling chatter based on Variational
Mode Decomposition (VMD) and energy entropy. VMD has already been employed in …

The concept and progress of intelligent spindles: a review

H Cao, X Zhang, X Chen - International Journal of Machine Tools and …, 2017 - Elsevier
Intelligent spindles are core components of the next-generation of intelligent/smart machine
tools in the Industry 4.0 Era. The purpose of this paper is to clarify the concept of intelligent …

Chatter detection methods in the machining processes: A review

WK Wang, M Wan, WH Zhang, Y Yang - Journal of Manufacturing …, 2022 - Elsevier
Chatter is a self-excited vibration phenomenon occurring in the cutting process, and the
onset of chatter will result in the worse machined surface and the redistribution of frequency …

Monitoring and processing signal applied in machining processes–A review

CH Lauro, LC Brandao, D Baldo, RA Reis, JP Davim - Measurement, 2014 - Elsevier
In machining processes several phenomena occur during material cutting. These
phenomena can affect the production through the reduction of quality or accuracy, or by …

Towards high milling accuracy of turbine blades: A review

B Yan, Y Hao, L Zhu, C Liu - Mechanical Systems and Signal Processing, 2022 - Elsevier
Turbine blades are widely used in aviation industries for its aero-dynamic performance.
However, as a kind of thin-walled parts with complex surfaces, to machine blades with high …