Modeling and Simulation Design of Single Crystal Silicon Growth by Czochralski Method

被引:0
作者
Xie, Ruidong [1 ]
Ma, Wenle [2 ]
Zhang, Zheqi [2 ]
Zhu, Pei [2 ]
Yi, Yingmin [2 ]
机构
[1] Xian Univ Technol, Key Lab Mfg Equipment Shaanxi Prov, Xian 710048, Peoples R China
[2] Xian Univ Technol, Shaanxi Key Lab Complex Syst Control & Intelligen, Xian 710048, Peoples R China
来源
2024 5TH INTERNATIONAL CONFERENCE ON MECHATRONICS TECHNOLOGY AND INTELLIGENT MANUFACTURING, ICMTIM 2024 | 2024年
关键词
Single crystal silicon; Digital twins; Virtual simulation; DIGITAL TWIN;
D O I
10.1109/ICMTIM62047.2024.10629296
中图分类号
学科分类号
摘要
Due to difficulties in observing crystal state and the high cost of crystal preparation, the teaching of the Czochralski single crystal silicon production is complex. To solve the above problem, a digital twins-inspired virtual simulation system for the growth of single crystal silicon was developed. The 3D models of the single crystal furnace, single crystal silicon rods, and other related objects were created using Blender. The nonlinear model of the single crystal silicon growth process was established based on the heat conduction during crystal growth and geometric deformation. The 3D models were then imported into the web page using Three.js. The PID control algorithm was used to control the temperature and pulling speed, and finally, the B/S architecture was adopted to design and implement the virtual simulation experiment system for the growth of Czochralski single crystal silicon. The virtual simulation method will help to overcome the shortcomings of on-site experiment teaching and enhance students' understanding of the entire single crystal silicon preparation process.
引用
收藏
页码:44 / 49
页数:6
相关论文
共 20 条
  • [1] A Feature-Based Framework for Structuring Industrial Digital Twins
    Autiosalo, Juuso
    Vepsalainen, Jari
    Viitala, Raine
    Tammi, Kari
    [J]. IEEE ACCESS, 2020, 8 (08): : 1193 - 1208
  • [2] A Near-infrared Non-fullerene Acceptor with Thienopyrrole-expanded Benzo[1,2-b:4,5-b′]dithiophene Core for Polymer Solar Cells
    Chen, Zhen
    Ma, Shan-Shan
    Zhang, Kai
    Hu, Zhi-Cheng
    Yin, Qing-Wu
    Huang, Fei
    Cao, Yong
    [J]. CHINESE JOURNAL OF POLYMER SCIENCE, 2021, 39 (01) : 35 - 42
  • [3] Han Y., 2022, Development and implementation of automatic driving Simulation System based on real traffic scenariosD
  • [4] Accurate and Efficient Digital Twin Construction Using Concurrent End-to-End Synchronization and Multi-Attribute Data Resampling
    Jia, Pengyi
    Wang, Xianbin
    Shen, Xuemin
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (06) : 4857 - 4870
  • [5] Jiang L, 2018, CHIN AUTOM CONGR, P1686, DOI 10.1109/CAC.2018.8623375
  • [6] Effect of Water-Cooling Jacket on Thermal Stress of Large-Diameter Silicon Grown by Czochralski Method
    Li, Luxi
    Wan, Xiaohan
    Ma, Wenhui
    Li, Shaoyuan
    Yang, Shicong
    [J]. SILICON, 2024, 16 (10) : 4273 - 4280
  • [7] Li T., 2022, Numerical simulation and experimental study of oxygen impurity and dislocation during the growth of photovoltaic monocrystalline silicon by pulling methodD
  • [8] Liu Ding, 2017, Control Theory & Applications, V34, P1, DOI 10.7641/CTA.2017.60247
  • [9] IL-4-secreting CD40L+ MAIT cells support antibody production in the peripheral blood of Heonch-Schönlein purpura patients
    Liu, Muziying
    Yang, Ziqiang
    Wu, Qielan
    Yang, Yunru
    Zhao, Dan
    Cheng, Qingyu
    Li, Yajuan
    Liu, Gengyuan
    Zhao, Changfeng
    Pan, Jun
    Zhang, Yuwei
    Deng, Fang
    Jin, Tengchuan
    [J]. INFLAMMATION RESEARCH, 2024, 73 (01) : 35 - 46
  • [10] Liu Y., 2022, CHIN AUT C, P5075