A Flexible Manufacturing System based on Virtual Simulation Technology for Building Flexible Platforms

被引:0
|
作者
Sun, Zhangchi [1 ]
机构
[1] Shanghai Polytech Univ, Engn Training & Innovat Educ Ctr, Shanghai 201209, Peoples R China
关键词
Flexible platform; virtual simulation technology; manufacturing control system; multi-objective genetic algorithm; slotting optimization; DESIGN;
D O I
10.14569/IJACSA.2023.0140943
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Flexible manufacturing systems have become relatively mature in the industrial field, representing the most advanced research achievements in the development of the manufacturing industry. But currently, there are few resources and high costs in universities to create a system that is more practical, and it cannot meet the practical teaching requirements of students in multiple majors. In response to the above issues, this study first designed a flexible manufacturing system from the overall architecture, then introduced and integrated virtual simulation technology, and utilized multi-objective genetic algorithm for cargo location optimization to improve the work efficiency of the flexible system. The research results indicate that after 213 iterations of the proposed algorithm, the iteration curve of the total objective function value tends to be stable, and the effect of cargo location optimization is relatively ideal. At this time, the total objective function value is 142.5. In addition, as the scale expands, the corresponding number of iterations for multi-objective genetic algorithm at its maximum scale is 411.2. The application effect of virtual flexible manufacturing system in practical teaching in universities is good, and visual learning methods can better attract students' attention.
引用
收藏
页码:398 / 407
页数:10
相关论文
共 50 条
  • [1] Layout of virtual flexible manufacturing system and machining simulation
    Ding, GF
    Yan, KY
    He, Y
    Li, D
    SYSTEMS MODELING AND SIMULATION: THEORY AND APPLICATIONS, 2005, 3398 : 68 - 76
  • [2] Study of simulation system in propellant flexible manufacturing technology
    Nanjing Li Gong Daxue Xuebao/Journal of Nanjing University of Science and Technology, 1997, 21 (05): : 399 - 402
  • [3] Flexible manufacturing system simulation based on DEVS formalism
    Park, S
    Wang, GN
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2005, 1 : 376 - 380
  • [4] Group technology in the flexible manufacturing system
    Kostal, Peter
    Mudrikova, Andrea
    Michal, David
    MODERN TECHNOLOGIES IN MANUFACTURING (MTEM 2019), 2019, 299
  • [5] SIMULATION OF A FLEXIBLE MANUFACTURING SYSTEM FOR LONGBRIDGE
    TRACEY, J
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1984, 35 (07) : 664 - 664
  • [6] Distributed simulation system for flexible manufacturing system
    Gao, Meimei
    Wu, Zhiming
    Pang, Xiaohong
    Yi, Yaohua
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2000, 34 (05): : 604 - 607
  • [7] Integrating Optimisation with Simulation for Flexible Manufacturing System
    Song, Boyang
    Hutabarat, Windo
    Tiwari, Ashutosh
    Enticott, Shane
    ADVANCES IN MANUFACTURING TECHNOLOGY XXX, 2016, 3 : 175 - 180
  • [8] SIMULATION-MODEL OF A FLEXIBLE MANUFACTURING SYSTEM
    STORR, A
    SCHADSKI, G
    INOSEMZEW, A
    WERKSTATTSTECHNIK ZEITSCHRIFT FUR INDUSTRIELLE FERTIGUNG, 1980, 70 (12): : 775 - 778
  • [9] SIMULATION OF WORKPIECE FLOW IN A FLEXIBLE MANUFACTURING SYSTEM
    ZICK, M
    CHMIELNICKI, S
    WERKSTATTSTECHNIK ZEITSCHRIFT FUR INDUSTRIELLE FERTIGUNG, 1982, 72 (03): : 137 - 141
  • [10] A methodology for creating a virtual model for a flexible manufacturing system
    Park, SC
    COMPUTERS IN INDUSTRY, 2005, 56 (07) : 734 - 746