Intelligent Campus System Design Based on Digital Twin

被引:14
|
作者
Han, Xu [1 ]
Yu, Hua [1 ]
You, Wenhao [2 ,3 ]
Huang, Chengxu [2 ,3 ]
Tan, Baohua [2 ,3 ]
Zhou, Xingru [1 ]
Xiong, Neal N. [4 ]
机构
[1] Hubei Univ Technol, Sch Ind Design, Wuhan 430068, Peoples R China
[2] Hubei Univ Technol, Sch Sci, Sch Chip Ind, Wuhan 430068, Peoples R China
[3] Hubei Univ Technol, Natl Res Ctr Microelect & Integrated Circuits 111, Wuhan 430068, Peoples R China
[4] Sul Ross State Univ, Dept Comp Math & Phys Sci, Alpine, TX 79830 USA
关键词
digital twins; point cloud modeling; system availability; smart campus; Unity3D; virtual simulation;
D O I
10.3390/electronics11213437
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Amid the COVID-19 pandemic, prevention and control measures became normalized, prompting the development of campuses from digital to intelligent, eventually evolving to become wise. Current cutting-edge technologies include big data, Internet of Things, cloud computing, and artificial intelligence drive campus innovation, but there are still problems of unintuitive scenes, lagging monitoring information, untimely processing, and high operation and maintenance costs. Based on this, this study proposes the use of digital twin technology to digitally construct the physical campus scene, fully digitally represent it, accurately map the physical campus to the virtual campus with real-time sensing, and remotely control it to achieve the reverse control of the twin virtual campus to the physical campus. The research is guided by the theoretical model proposed by the digital twin technology, using UAV tilt photography and 3D modelling to collaboratively build the virtual campus scene. At the design stage, the interactive channel of the system is developed based on Unity3D to the realize real-time monitoring, decision making and prevention of dual spatial data. A design scheme of the spiral optimization system life cycle is formed. The modules of the smart campus system were evaluated using a system usability scale based on student experience. The experimental results show that the virtual-real campus system can enhance school management and teaching, providing important implications for promoting the development and application of campus intelligent systems.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Design of Data Monitoring System for Intelligent Production Line System Based on Digital Twin
    Fan, Rui
    Liu, Wei-Min
    Xue, Jian-Fang
    Liu, Qing-Chuan
    Zhang, Xiao-Yang
    Journal of Computers (Taiwan), 2024, 35 (01) : 185 - 193
  • [2] Design of intelligent manufacturing system based on digital twin for smart shop floors
    Sun, Mengke
    Cai, Zongyan
    Zhao, Ningning
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2023, 36 (04) : 542 - 566
  • [3] Design of Digital Campus System Based On Vega and Creator
    Wang Zhao-long
    Zhou Xiang-ning
    PROCEEDINGS OF THE 2008 INTERNATIONAL CONFERENCE ON CYBERWORLDS, 2008, : 609 - +
  • [4] Design of ABOM Reconfiguration System Based on Digital Twin
    Zou, Jianming
    Liu, Xiaojun
    Xu, Siqiu
    PROCEEDINGS OF 2021 IEEE 12TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2021, : 96 - 99
  • [5] Research on Intelligent Operation and Maintenance System of Battery Based on Digital Twin
    Cheng, Gang
    Wei, Wei
    Liu, Zihan
    2021 2ND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND INTELLIGENT CONTROL (ICCEIC 2021), 2021, : 154 - 157
  • [6] The Design and Implementation of IC Card System Based on Digital Campus
    Li, Jiang
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTING TECHNOLOGY, 2016, 60 : 297 - 300
  • [7] Design and Realization of Office Automation System Based on Digital Campus
    Xu Fei
    Di De-Hai
    Jin Li
    2009 WRI WORLD CONGRESS ON SOFTWARE ENGINEERING, VOL 1, PROCEEDINGS, 2009, : 353 - +
  • [8] Integration of Design, Manufacturing, and Service Based on Digital Twin to Realize Intelligent Manufacturing
    Zhang, Luyao
    Feng, Lijie
    Wang, Jinfeng
    Lin, Kuo-Yi
    MACHINES, 2022, 10 (04)
  • [9] Intelligent Wearable System With Motion and Emotion Recognition Based on Digital Twin Technology
    Yu, Feng
    Yu, Chenyu
    Tian, Zhangyuan
    Liu, Xiaoxiao
    Cao, Jiacheng
    Liu, Li
    Du, Chenghu
    Jiang, Minghua
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (15): : 26314 - 26328
  • [10] An Intelligent Location Method for Power System Oscillation Sources Based on a Digital Twin
    Yang, Luojia
    Wang, Yuhong
    Gao, Shilin
    Zheng, Zongsheng
    Jiang, Qiliang
    Zhou, Chenyu
    ELECTRONICS, 2023, 12 (17)