Optimisation of machining parameters in high speed milling process of woven CFRP

被引:0
|
作者
Ning H. [1 ]
Zheng H. [1 ]
Ma X. [2 ]
机构
[1] School of Mechatronic Engineering, Southwest Petroleum University, Chengdu
[2] City College of Southwest University of Science and Technology, Sichuan Province, Mianyang
关键词
average surface roughness; carbon fibre reinforced composite material; CFRP; milling force; milling processing; optimisation analysis;
D O I
10.1504/ijmmm.2022.126593
中图分类号
学科分类号
摘要
A new high-speed milling cutter was used to carry out the milling experiment of woven CFRP. The influence of feed speed, rotation speed, milling width and their interaction on the milling force and the average surface roughness of the workpiece was studied by using the analysis of variance method. Based on the results of the analysis of variance, the response surface method was used to establish prediction models of milling force and average surface roughness. Taking the maximum material removal rate as the optimisation target, and the milling force and average surface roughness as constraints, the genetic algorithm was used to optimise the milling parameters. The results showed that when the maximum allowable surface roughness is 0.50 μm, 0.65 μm and 0.8 μm, the material removal rate increases by 104.3%, 14.9% and 25.0%, which proves the validity of the optimised results. Copyright © 2022 Inderscience Enterprises Ltd.
引用
收藏
页码:358 / 369
页数:11
相关论文
共 50 条
  • [31] Machining parameter optimisation for aviation aluminium-alloy thin-walled parts in high-speed milling
    Zhang X.
    Ma J.-W.
    Jia Z.-Y.
    Song D.-N.
    Ma, Jian-Wei (mjw2011@dlut.edu.cn), 2018, Inderscience Publishers, 29, route de Pre-Bois, Case Postale 856, CH-1215 Geneva 15, CH-1215, Switzerland (20) : 180 - 192
  • [32] Study of technological parameters of steel Domex when high speed machining by monolithic ceramic milling tool
    Kubala, Ondrej
    Holubjak, Jozef
    Danis, Igor
    Czanova, Tatiana
    Richtarik, Michal
    13TH INTERNATIONAL SCIENTIFIC CONFERENCE ON SUSTAINABLE, MODERN AND SAFE TRANSPORT (TRANSCOM 2019), 2019, 40 : 325 - 331
  • [33] Optimization of dry machining parameters for high-purity graphite in end-milling process
    Yang, Yung-Kuang
    Shie, Jie-Ren
    Huang, Cheng-Hung
    MATERIALS AND MANUFACTURING PROCESSES, 2006, 21 (08) : 832 - 837
  • [34] Machining Performance and Material Removal Mechanism of High-speed Milling of CFRP with Variable Angle under Minimal Quantity Lubrication
    Zhang L.
    Zhang X.
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2023, 34 (21): : 2622 - 2628
  • [35] Compound machining of titanium alloy by super high speed EDM milling and arc machining
    Wang, Fei
    Liu, Yonghong
    Zhang, Yanzhen
    Tang, Zemin
    Ji, Renjie
    Zheng, Chao
    JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2014, 214 (03) : 531 - 538
  • [36] Theoretical modeling of cutting temperature in high-speed end milling process for die/mold machining
    Tang, Y
    JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING, 2005, 12 (01): : 90 - 95
  • [37] Theoretical modeling of cutting temperature in high-speed end milling process for die/mold machining
    Ying TangMechanical Engineering School
    Journal of University of Science and Technology Beijing(English Edition), 2005, (01) : 90 - 95
  • [38] Theoretical modeling of cutting temperature in high-speed end milling process for die/mold machining
    Tang, Ying
    Journal of University of Science and Technology Beijing: Mineral Metallurgy Materials (Eng Ed), 2005, 12 (01): : 90 - 95
  • [39] Selected aspects of high speed milling process
    Zeman, P
    Safek, J
    Mádl, J
    PROCEEDINGS OF THE 34TH INTERNATIONAL MATADOR CONFERENCE: FORMERLY THE INTERNATIONAL MACHINE TOOL DESIGN AND RESEARCH CONFERENCES, 2004, : 95 - 101
  • [40] Application of High Speed Machining in Impeller Process
    Feng, Mingjun
    Wang, Xuehui
    Zhao, Can
    Bu, Guangbin
    INTELLIGENT ROBOTICS AND APPLICATIONS, PT II, PROCEEDINGS, 2008, 5315 : 1030 - 1037