Using open-source microcontrollers to enable digital twin communication for smart manufacturing

被引:23
|
作者
Hinchy, E. P. [1 ,3 ]
O'Dowd, N. P. [1 ,2 ,3 ]
McCarthy, C. T. [1 ,2 ,3 ]
机构
[1] Univ Limerick, Confirm Smart Mfg Res Ctr, Limerick, Ireland
[2] Univ Limerick, Bernal Inst, Limerick, Ireland
[3] Univ Limerick, Sch Engn, Limerick, Ireland
基金
爱尔兰科学基金会;
关键词
Smart Manufacturing; Digital Twin; IoT; Cyber-Physical Production Systems; CYBER-PHYSICAL SYSTEMS; AUTOMATION;
D O I
10.1016/j.promfg.2020.01.212
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
One of the key enabling technologies for the smart factory is the Digital Twin, which can be described as a digital model of a physical entity. In smart manufacturing, a digital twin, also referred to as a cyber-physical production system, comprises three integrated components: the product, the process and the machine. In this paper, the design, fabrication and development of a proof of principal manufacturing digital twin demonstrator is discussed. The manufacturing process is a V-bending operation of a thin metallic plate. All three components of a manufacturing digital twin are represented: the metallic plate product, the bending process and the bending machine. Low-cost, IoT-enabled, open-source microcontrollers are used to communicate between the physical and the digital twins. The microcontroller is used to control machine operations, while also extracting sensor data from the system. It is demonstrated that the digital twin enables real-time stress prediction in the product during the bending process, while also tracking and recording machine performance. An information dashboard has also been developed which presents key performance indicators to the end user. (C) 2019 The Authors. Published by Elsevier B.V.
引用
收藏
页码:1213 / 1219
页数:7
相关论文
共 50 条
  • [1] A Digital Twin Implementation for Manufacturing Based on Open-Source Software and Standard Control Systems
    Oien, Christian Dalheim
    Dahl, Hakon
    Dransfeld, Sebastian
    [J]. ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: ARTIFICIAL INTELLIGENCE FOR SUSTAINABLE AND RESILIENT PRODUCTION SYSTEMS, APMS 2021, PT IV, 2021, 633 : 284 - 291
  • [2] Construction of a Digital Twin Framework Using Free and Open-Source Software Programs
    Shah, Karan
    Prabhakar, T., V
    Sarweshkumar, C. R.
    Abhishek, S., V
    Kumar, Vasanth T.
    [J]. IEEE INTERNET COMPUTING, 2022, 26 (05) : 50 - 59
  • [3] Twinbase: Open-Source Server Software for the Digital Twin Web
    Autiosalo, Juuso
    Siegel, Joshua
    Tammi, Kari
    [J]. IEEE ACCESS, 2021, 9 : 140779 - 140798
  • [4] Open-Source Testing Tools for Smart Grid Communication Network
    Do, Nguyet Quang
    Ong, Hang See
    Lai, Lee Chee
    Che, Yung Xuen
    Ong, Xing Jui
    [J]. 2013 IEEE CONFERENCE ON OPEN SYSTEMS (ICOS), 2013, : 156 - 161
  • [5] Digital twin in smart manufacturing
    Li, Lianhui
    Lei, Bingbing
    Mao, Chunlei
    [J]. JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2022, 26
  • [6] Optimizing smart manufacturing systems using digital twin
    Ojstersek, R.
    Javernik, A.
    Buchmeister, B.
    [J]. ADVANCES IN PRODUCTION ENGINEERING & MANAGEMENT, 2023, 18 (04): : 475 - 485
  • [7] Open-source science to enable drug discovery
    Edwards, Aled
    [J]. DRUG DISCOVERY TODAY, 2008, 13 (17-18) : 731 - 733
  • [8] Design and Development of a Flexible Manufacturing Cell Controller Using an Open-Source Communication Protocol for Interoperability
    Tzimas, Evangelos
    Papazetis, George
    Benardos, Panorios
    Vosniakos, George-Christopher
    [J]. MACHINES, 2024, 12 (08)
  • [9] Digital twin technology for "smart manufacturing"
    Evangeline, Preetha
    Anandhakumar
    [J]. DIGITAL TWIN PARADIGM FOR SMARTER SYSTEMS AND ENVIRONMENTS: THE INDUSTRY USE CASES, 2020, 117 : 35 - 49
  • [10] Constructing Digital Twin for Smart Manufacturing
    Qin, Hao
    Wang, Hongwei
    Zhang, Yu
    Lin, Libin
    [J]. PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2021, : 638 - 642