Multi-objective optimization of milling process for thin-walled parts

被引：0

作者：

Yang, Jiahao ^{[1
]}

Lv, Jingxiang ^{[1
]}

Zhang, Yingfeng ^{[1
]}

机构：

[1] Northwestern Polytech Univ, Sch Mech Engn, Xian, Shaanxi, Peoples R China

来源：

2018 IEEE 15TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC) | 2018年

关键词：

milling; CNC machine; energy; roughness; optimize; Pareto analysis;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, we recorded the main input parameters of a computer numerical control (CNC) machine during the milling process of the thin-walled parts, including: spindle speed, feed speed, axial depth of cut, radial cutting repetition rate and tool diameter, while collected the output data: the energy consumption, time, dimension accuracy and surface roughness by the devices including current sensors, voltage sensors, etc. After that, further analysis regarding the optimization objective of simultaneously minimum surface roughness, energy consumption and machining time was carried out using Pareto analysis and Weighted Signal-to-Noise Ratio.

引用

页数：4

共 50 条

[1] Thin-walled parts CNC Milling Process Analysis and Parameter Optimization
Zhu Xiurong
[J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONIC, INDUSTRIAL AND CONTROL ENGINEERING, 2015, 8 : 146 - 150
[2] A Multi-objective Optimization Method for Thin-walled Tube NC Bending
Xu, Jie
Yang, He
Li, Heng
[J]. ADVANCED MATERIALS RESEARCH, 2011, 213 : 383 - 387
[3] Sequential coupled process-performance simulation and multi-objective optimization of thin-walled tubes
Najafi, A.
Rais-Rohani, M.
[J]. MATERIALS & DESIGN, 2012, 41 : 89 - 98
[4] Optimization of material removal strategy in milling of thin-walled parts
李继博
张定华
吴宝海
[J]. Journal of Harbin Institute of Technology(New series), 2011, (05) : 108 - 112
[5] Bionic design and multi-objective optimization of thin-walled structures inspired by conchs
Song, Xiaoyan
Lai, Lianfeng
Xiao, Shungen
Tang, Yaohong
Song, Mengmeng
Zhang, Jie
Zhang, Yong
[J]. ELECTRONIC RESEARCH ARCHIVE, 2022, 31 (02): : 575 - 598
[6] Crushing analysis and multi-objective optimization design for bionic thin-walled structure
Yin, Hanfeng
Xiao, Youye
Wen, Guilin
Qing, Qixiang
Wu, Xin
[J]. MATERIALS & DESIGN, 2015, 87 : 825 - 834
[7] Multi-Objective Optimization Design of Bolt Connected Flange for Thin-Walled Casing
Ai Y.-T.
Liu H.-Y.
Tian J.
Zhou J.
Wang Z.
[J]. Tuijin Jishu/Journal of Propulsion Technology, 2019, 40 (04): : 876 - 883
[8] Multi-objective crashworthiness optimization of lattice structure filled thin-walled tubes
Baykasoglu, Adil
Baykasoglu, Cengiz
Cetin, Erhan
[J]. THIN-WALLED STRUCTURES, 2020, 149
[9] Multi-objective crashworthiness optimization of tapered thin-walled square tubes with indentations
Asanjarani, A.
Dibajian, S. H.
Mandian, A.
[J]. THIN-WALLED STRUCTURES, 2017, 116 : 26 - 36
[10] Multi-objective crashworthiness optimization of tapered thin-walled tubes with axisymmetric indentations
Acar, E.
Guler, M. A.
Gerceker, B.
Cerit, M. E.
Bayram, B.
[J]. THIN-WALLED STRUCTURES, 2011, 49 (01) : 94 - 105

← 1 2 3 4 5 →