Prediction of tool wear using regression and ANN models in end-milling operation

P Palanisamy, I Rajendran… - The International Journal …, 2008 - Springer
Tool wear prediction plays an important role in industry for higher productivity and product
quality. Flank wear of cutting tools is often selected as the tool life criterion as it determines …

Reliability analysis of correlated failure modes by transforming fault tree model to Bayesian network: a case study of the MDS of a CNC machine tool

H Li, M Yazdi - Advanced Decision-Making Methods and Applications …, 2022 - Springer
Main drive systems (MDSs) are key subsystems of CNC machine tools. They transmit the
drive force from the main motors into a precise drive force of the main spindle systems of the …

Tool materials rapid selection based on initial wear

Y Yuefeng, C Wuyi, G Liansheng - Chinese Journal of Aeronautics, 2010 - Elsevier
Based on a large amount of literature about tool wear research, 873 tool wear curves are
taken as samples, and statistical analysis is carried out to select the most suitable tool from …

The milling–milling machining method and its realization

S Li, X Wang, L **e, S Pang, S Peng, Z Liang… - The International Journal …, 2015 - Springer
We proposed a new processing method to reduce the cutting force of the machining process
effectively, as well as to improve tool life and machining process efficiency. The proposed …

[HTML][HTML] An approach for tool health assessment using the Mahalanobis-Taguchi system based on WPT-AR

C Lu, Y Cheng, Z Wang, J Bei - Journal of Vibroengineering, 2014 - extrica.com
A real-time tool health assessment has a significant implication on reliable machining
operations. This paper proposes a health assessment method for tools in milling machine …

Reliability analysis and experimental research on cutting tool of vertical shearing machine

SL Zou, YP **e, K Wang, DW Tang - Advanced Materials Research, 2014 - Trans Tech Publ
The failure cause and failure mode of cutting tool is analyzed based on the reliability
analysis on cutting tool of vertical shearing machine. Reliability calculation model is …

[PDF][PDF] 球头铣刀刀具磨损建模与误差补偿

张臣, 周来水, 安鲁陵, 周儒荣 - 机械工程学报, 2008 - qikan.cmes.org
针对刀具磨损度量方式和模型建立的问题, 以球头刀具为研究对象, 提出球头铣刀刀具磨损的
度量方式, 建立球头刀具磨损模型. 以复映磨损在硬度较软加工材料上的方式测量球头刀具磨损 …

Study of tool materials rapid selection in cutting 300M steel

JX **e, WY Chen, JF Sun - Advanced Materials Research, 2012 - Trans Tech Publ
The validity of tool materials rapid selection based on initial wear for milling 300M steel were
investigated under different cutting speed condition. Wear experiments of three tool …

[PDF][PDF] 基于初期磨损统计规律的铣刀快速筛选

张辉, 陈五一 - 机械工程学报, 2011 - qikan.cmes.org
市场上刀具种类繁多, 对于某种应用的刀具筛选来说, 选择合适的刀具, 极为困难,
耗费大量的时间和材料. 为了降低筛选难度, 需要有新的筛选方法. 从295 条铣削刀具磨损曲线中 …

Rapid selection of milling tools based on the initial wear

H Zhang, WY Chen - Advanced Materials Research, 2011 - Trans Tech Publ
In this paper, tool life, tool wear criteria, initial wear and cutting length at initial wear are
picked out from 295 milling tool wear curves to calculate initial wear rate K0, final wear rate …