Optimization design of CNC machine tool spindle based on genetic algorithm

被引:0
|
作者
Guo, Chen-Guang [1 ]
Wang, Peng-Jia [1 ]
Tian, Peng [1 ]
Liu, Yong-Xian [1 ]
机构
[1] School of Mechanical Engineering and Automation, Northeastern University, Shenyang 110819, China
关键词
Computer control systems - Machine tools;
D O I
暂无
中图分类号
学科分类号
摘要
A mathematical model of CNC machine tool spindle optimization design is established by analyzing the spindle's structure and the deformation under load in the working situation. To solve the problems of the traditional optimization design, this article applies the genetic algorithm, which combines the real number coding rule and an improved genetic operator, to the optimization design of the spindle. In the platform of VC++, the CNC machine tool spindle is optimizingly designed based on the genetic algorithm. According to the example design and result analysis, the spindle structural parameters obtained by the optimization design are shown to be more reliable than that of the traditional ones. It suggests the benefits and potential applications of the use of genetic algorithm in the spindle optimization design.
引用
收藏
页码:850 / 853
相关论文
共 50 条
  • [1] Optimization design expert system of CNC machine tool spindle
    Liu S.
    Zhang Y.
    Wang H.
    [J]. 1600, Chinese Society of Agricultural Machinery (47): : 372 - 381
  • [2] Application of an improved genetic algorithm in the optimization design of NC machine tool spindle
    Xu, Zhiwei
    Liu, Yongxian
    Xie, Hualong
    Tian, Peng
    [J]. PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 4361 - 4365
  • [3] Characteristic Analysis and Optimization of CNC Machine Tool Spindle Based on Finite Element Method
    Sheng, Zhongqi
    Dai, Shengli
    Liu, Yuchang
    Fan, Huatao
    [J]. SPORTS, ARTS MATERIALS AND MANAGEMENT SCIENCE, 2012, 507 : 217 - 221
  • [4] Optimization of Measuring Points Based on the Grey System Theory for Spindle of CNC Machine Tool
    Zhao, Changlong
    Wang, Yiqiang
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, 2009, : 686 - 690
  • [5] Modeling for CNC Machine Tool Thermal Error Based on Genetic Algorithm Optimization Wavelet Neural Networks
    Li B.
    Zhang Y.
    Wang L.
    Li X.
    [J]. Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2019, 55 (21): : 215 - 220
  • [6] Modeling of CNC Machine Tool Energy Consumption and Optimization Study Based on Neural Network and Genetic Algorithm
    Xie, Dong
    Chen, Guorong
    Wan, Feng
    Zhu, Jianqu
    [J]. MECHANICAL ENGINEERING AND INTELLIGENT SYSTEMS, PTS 1 AND 2, 2012, 195-196 : 770 - +
  • [7] Research on the optimization design of spindle load of CNC machine tools
    Long X.
    Su D.
    [J]. Chemical Engineering Transactions, 2017, 59 : 67 - 72
  • [8] Using genetic algorithms and fuzzy control for spindle of CNC machine tool
    Tong, R
    [J]. PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON INTELLIGENT MECHATRONICS AND AUTOMATION, 2004, : 489 - 494
  • [9] A design optimization tool based on a genetic algorithm
    Caldas, LG
    Norford, LK
    [J]. AUTOMATION IN CONSTRUCTION, 2002, 11 (02) : 173 - 184
  • [10] Optimal Design of CNC Crushing Machine Steady based on Genetic Algorithm
    Zang, Dexin
    Han, Mingjiang
    Ou, Yangjie
    Wang, Guoqing
    Hao, Guoqing
    Huang, Jinfu
    [J]. ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY III, PTS 1-4, 2013, 397-400 : 1129 - +