Digital Twins-Based Production Line Design and Simulation Optimization of Large-Scale Mobile Phone Assembly Workshop

被引:14
|
作者
Zhao, Rongli [1 ,2 ]
Zou, Guangxin [1 ,2 ]
Su, Qianyi [1 ,2 ]
Zou, Shangwen [1 ,2 ]
Deng, Wenshun [1 ,2 ]
Yu, Ailin [1 ,2 ]
Zhang, Hao [1 ,2 ]
机构
[1] Guangdong Univ Technol, State Key Lab Precis Elect Mfg Technol & Equipmen, Guangzhou 510006, Peoples R China
[2] Guangdong Univ Technol, Sch Electromech Engn, Guangzhou 510006, Peoples R China
关键词
digital twins; mobile phone assembly line; production line design; hybrid workshop; simulation optimization; FACILITY LAYOUT DESIGN; GENETIC ALGORITHM; BALANCING PROBLEM;
D O I
10.3390/machines10050367
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The mobile phone is a typical 3C electronic product characterized by frequent replacement, multiple product specifications, high flexibility, high-frequency production line switching, and urgent delivery time during production. Therefore, the optimized design of the mobile phone production workshop is crucial. This paper takes the assembly process of a specific type of mobile phone assembly as the research object and adopts the heuristic balance method to combine the production procedures. Moreover, it considers the automation degree of the process and the demand for production line rhythm to carry out station division and working hours design for the assembly process. The advantages and disadvantages of the plug-and-play production line and unit production line architecture are integrated, aiming at the production line's construction cost and unit area capacity. A hybrid workshop with a mixed combination of two types of production lines is designed and an optimization model of hybrid workshop design is established. The semi-physical simulation technology of digital twins is utilized to verify the proposed design scheme to achieve the balance optimization of the production line, improve production efficiency, and reduce production costs. This work provides a technical scheme for designing and optimizing large-scale mobile phone assembly workshops with multi-batch and high-frequency production changes.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] Digital twins-based flexible operating of open architecture production line for individualized manufacturing
    Leng, Jiewu
    Chen, Ziying
    Sha, Weinan
    Lin, Zisheng
    Lin, Jun
    Liu, Qiang
    ADVANCED ENGINEERING INFORMATICS, 2022, 53
  • [2] Simulation and Optimization of Production Line in Em-plant based Assembly Workshop
    Shan, H. Y.
    Li, L. N.
    Yuan, Y.
    Wang, C.
    2018 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEE IEEM), 2018, : 1381 - 1385
  • [3] Simulation Optimization of Assembly Production Line Process Based on Digital Twinning
    Gao, Xingyu
    Long, Jialing
    ADVANCES IN MACHINERY, MATERIALS SCIENCE AND ENGINEERING APPLICATION, 2022, 24 : 473 - 478
  • [4] Outlet design optimization based on large-scale nonsmooth DEM simulation
    Wang, D.
    Servin, M.
    Mickelsson, K. -O
    POWDER TECHNOLOGY, 2014, 253 : 438 - 443
  • [5] The Digital Twins Brain (DTB): A Simulation Platform for Large-Scale Brain Dynamics
    Guo, Daqing
    Yao, Dezhong
    INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2021, 168 : S197 - S197
  • [6] Distributed Simulation for Digital Twins of Large-Scale Real-World DiffServ-Based Networks
    Huang, Zhuoyao
    Zhang, Nan
    Shen, Jingran
    Diamantopoulos, Georgios
    Hua, Zhengchang
    Tziritas, Nikos
    Theodoropoulos, Georgios
    EURO-PAR 2024: PARALLEL PROCESSING, PT III, EURO-PAR 2024, 2024, 14803 : 255 - 269
  • [7] Numerical Simulation and Design Optimization of Large-Scale Geothermal Production Based on a Multiwell Layout in Xianxian Geothermal Field
    Liu, Yanguang
    Guo, Lina
    Wang, Yan
    Liao, Yuzhong
    Zhao, Gui
    LITHOSPHERE, 2022, 2021 (Special Issue 5)
  • [8] Intelligent optimization of material distribution in large-scale mixed flow production workshop based on path optimization algorithm
    Liu, Qiang
    Zeng, Liwen
    Academic Journal of Manufacturing Engineering, 2019, 17 (04): : 59 - 64
  • [9] A Framework for Spatial Interaction Analysis Based on Large-Scale Mobile Phone Data
    Li, Weifeng
    Cheng, Xiaoyun
    Duan, Zhengyu
    Yang, Dongyuan
    Guo, Gaohua
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2014, 2014
  • [10] Mobile Phone Changing Prediction based on Large-scale User Behavioral Data
    Ma, Qingli
    Cui, Tiesheng
    Zheng, Jiewen
    Zhang, Sihai
    Zhou, Wuyang
    2016 19TH INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS (WPMC), 2016,