TY - GEN
T1 - Tool Wear Prediction Based on Ball-End Milling Tool Milling Area
AU - Liu, Jiacheng
AU - Wang, Hongjun
AU - Yang, Wenxian
AU - Wang, Zheng
AU - Cui, Yanyan
AU - Fu, Mingzhu
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.
PY - 2024/9/3
Y1 - 2024/9/3
N2 - The special geometry of ball-end milling tool is widely used in the precision machining and ultra-precision machining of complex surfaces. However, when enterprises are finishing, in order to ensure the processing quality, they often change the tool before the milling tool reaches the dull standard, increasing the production cost of the enterprise. In addition, different processing types also have different requirements for tool flank wear. Therefore, it is necessary to determine the flank wear of the ball-end milling tool during the machining process. In order to solve this problem, the cutting area in milling process is determined according to the cutting parameters and the geometric parameters of the ball-end milling tool, and the cutting force model based on the cutting area is constructed. At the same time, according to the material and geometric parameters of the tool, the wear model of the tool is constructed. The value of flank wear is determined by the calculated cutting force. Finally, using the high speed milling tool wear data set published in the PHM Society data Competition in 2010, the correctness of the wear model is verified by experiments and analysis.
AB - The special geometry of ball-end milling tool is widely used in the precision machining and ultra-precision machining of complex surfaces. However, when enterprises are finishing, in order to ensure the processing quality, they often change the tool before the milling tool reaches the dull standard, increasing the production cost of the enterprise. In addition, different processing types also have different requirements for tool flank wear. Therefore, it is necessary to determine the flank wear of the ball-end milling tool during the machining process. In order to solve this problem, the cutting area in milling process is determined according to the cutting parameters and the geometric parameters of the ball-end milling tool, and the cutting force model based on the cutting area is constructed. At the same time, according to the material and geometric parameters of the tool, the wear model of the tool is constructed. The value of flank wear is determined by the calculated cutting force. Finally, using the high speed milling tool wear data set published in the PHM Society data Competition in 2010, the correctness of the wear model is verified by experiments and analysis.
KW - Ball-End Milling Tool
KW - Cutting Area
KW - Milling Tool's Flank Wear
KW - Precision Machining
KW - Wear Value Prediction
UR - http://www.scopus.com/inward/record.url?scp=85204401206&partnerID=8YFLogxK
UR - https://link.springer.com/book/10.1007/978-3-031-69483-7
U2 - 10.1007/978-3-031-69483-7_9
DO - 10.1007/978-3-031-69483-7_9
M3 - Conference contribution
AN - SCOPUS:85204401206
SN - 9783031694820
SN - 9783031694851
VL - 3
T3 - Mechanisms and Machine Science
SP - 95
EP - 106
BT - Proceedings of the TEPEN International Workshop on Fault Diagnostic and Prognostic
A2 - Liu, Tongtong
A2 - Zhang, Fan
A2 - Huang, Shiqing
A2 - Wang, Jingjing
A2 - Gu, Fengshou
PB - Springer, Cham
T2 - TEPEN International Workshop on Fault Diagnostic and Prognostic
Y2 - 8 May 2024 through 11 May 2024
ER -