Skip to main navigation Skip to search Skip to main content

MTComm Based Virtualization and Integration of Physical Machine Operations with Digital-Twins in Cyber-Physical Manufacturing Cloud

  • Md Rakib Shahriar
  • , S M Nahian Al Sunny
  • , Xiaoqing Frank Liu
  • , Ming-Chuan Leu
  • , Liwen Hu
  • , Ngoc-Tu Nguyen
  • Missouri University of Science and Technology

Research output: Contribution to journal › Article › peer-review

Abstract

Digital-Twins simulate physical world objects by creating as-is virtual images in a cyberspace. In order to create a well synchronized digital-twin simulator in manufacturing, information and activities of a physical machine need to be virtualized. Many existing digital-twins stream read-only data of machine sensors and do not incorporate operations of manufacturing machines through Internet. In this paper, a new method of virtualization is proposed to integrate machining data and operations into the digital-twins using Internet scale machine tool communication method. A fully functional digital-twin is implemented in CPMC testbed using MTComm and several manufacturing application scenarios are developed to evaluate the proposed method and system. Performance analysis shows that it is capable of providing data-driven visual monitoring of a manufacturing process and performing manufacturing operations through digital twins over the Internet. Results of the experiments also shows that the MTComm based digital twins have an excellent efficiency.

Keywords

  • CPMC
  • Cyber Manufacturing
  • Cyber Physical System
  • Cyber-Physical Systems
  • Digital-Twin
  • Edge computing
  • Embedded systems
  • MTComm
  • Machine tools
  • Manufacture
  • Manufacturing applications
  • Manufacturing machine
  • Manufacturing operations
  • Manufacturing process
  • Physical world objects
  • Virtual reality
  • Virtualization

Disciplines

  • Computer Sciences
  • Manufacturing

Fingerprint

Dive into the research topics of 'MTComm Based Virtualization and Integration of Physical Machine Operations with Digital-Twins in Cyber-Physical Manufacturing Cloud'. Together they form a unique fingerprint.

Cite this