A critical review on tool wear mechanism and surface integrity aspects of SiCp/Al MMCs during turning: prospects and challenges
Among several kinds of metal matrix composite materials (MMCs), such as silicon-based
reinforced aluminum matrix (SiCp/Al) composites have become the most valuable composite …
reinforced aluminum matrix (SiCp/Al) composites have become the most valuable composite …
Ultra-precision diamond turning of optical silicon—a review
In traditional approach of silicon optical lens production, grinding, lapping, and polishing are
employed. Success of these steps depends on the quality of the preceding ones; therefore …
employed. Success of these steps depends on the quality of the preceding ones; therefore …
[HTML][HTML] Correlation between vibration amplitude and tool wear in turning: Numerical and experimental analysis
In this paper, a correlation between vibration amplitude and tool wear when in dry turning of
AISI 4140 steel using uncoated carbide insert DNMA 432 is analyzed via experiments and …
AISI 4140 steel using uncoated carbide insert DNMA 432 is analyzed via experiments and …
Neural network approach for automatic image analysis of cutting edge wear
T Mikołajczyk, K Nowicki, A Kłodowski… - Mechanical Systems and …, 2017 - Elsevier
This study describes image processing systems based on an artificial neural network to
estimate tool wear. The Single Category-Based Classifier neural network was used to …
estimate tool wear. The Single Category-Based Classifier neural network was used to …
Tool condition monitoring in milling process using multifractal detrended fluctuation analysis and support vector machine
J Guo, A Li, R Zhang - The International Journal of Advanced …, 2020 - Springer
Tool wear will lead to the reduction of surface quality and machining accuracy. Therefore,
tool condition monitoring is vital to the improvement of industrial production efficiency and …
tool condition monitoring is vital to the improvement of industrial production efficiency and …
An influence of active additives on the formation of selected indicators of the condition of the X10CrNi18-8 stainless steel surface layer in MQCL conditions
RW Maruda, S Legutko, GM Krolczyk… - … Journal of Surface …, 2015 - inderscienceonline.com
The paper presents the results of the research into the impact of anti-wear added to
emulsion mist on the geometrical state of the machined surface of stainless steel after …
emulsion mist on the geometrical state of the machined surface of stainless steel after …
An intelligent maintenance decision-making based on cutters economic life
J He, H Gao, S Li, L Guo, Y Lei, A Cao - International Journal of Production …, 2024 - Elsevier
The manufacturing field focuses on the accurate life of machinery equipment and cutters,
that is, processing until the day before “scrap”. However, this is more of an engineer's …
that is, processing until the day before “scrap”. However, this is more of an engineer's …
Novel texture-based descriptors for tool wear condition monitoring
All state-of-the-art tool condition monitoring systems (TCM) in the tool wear recognition task,
especially those that use vibration sensors, heavily depend on the choice of descriptors …
especially those that use vibration sensors, heavily depend on the choice of descriptors …
Modeling and optimization of tool wear and surface roughness in turning of Al/SiCp using response surface methodology
RA Laghari, J Li, Z Xie, S Wang - 3D Research, 2018 - Springer
Nowadays metal matrix composites are widely utilized in major industries such as
aerospace and automotive because of their excellent properties in association with non …
aerospace and automotive because of their excellent properties in association with non …
基于粒子群优化算法⁃ 长短时记忆模型的刀具磨损预测方法
吴飞， 农皓业， 马晨浩 - 吉林大学学报(工学版), 2023 - xuebao.jlu.edu.cn
为确保车削加工的表面质量和加工稳定性, 实现对车刀磨损状态的实时准确监控,
提出了基于小波阈值去噪, 长短时记忆(LSTM) 网络和粒子群优化算法(PSO) …
提出了基于小波阈值去噪, 长短时记忆(LSTM) 网络和粒子群优化算法(PSO) …