Scinovex
articleTop 1% cited

Defining a Digital Twin-based Cyber-Physical Production System for autonomous manufacturing in smart shop floors

International Journal of Production Research · 2019 · Vol. 57(20) · pp. 6315–6334
Kai DingFelix T.S. ChanXudong ZhangGuanghui ZhouFuqiang Zhang

Abstract

Smart manufacturing is the core idea of the fourth industrial evolution. For a smart manufacturing shop floor, real-time monitoring, simulation and prediction of manufacturing operations are vital to improve the production efficiency and flexibility. In this paper, the Cyber-Physical System (CPS) and Digital Twin technologies are introduced to build the interconnection and interoperability of a physical shop floor and corresponding cybershop floor. A Digital Twin-based Cyber-Physical Production System (DT-CPPS) is further established, and the configuring mechanism, operating mechanism and real-time data-driven operations control of DT-CPPS are discussed in detail. It is expected that DT-CPPS will provide the basis for shop floors to march towards smart manufacturing.

Digital Transformation in IndustryFlexible and Reconfigurable Manufacturing SystemsManufacturing Process and OptimizationCyber-physical systemInteroperabilityFlexibility (engineering)Manufacturing engineeringSmart manufacturingProduction (economics)Mechanism (biology)EngineeringDigital manufacturingManufacturing execution system

Funding

  • National Natural Science Foundation of China
Citations
426
FWCI
51.87
field-weighted impact
References
36
Percentile
100%
vs. same field & year
Citations per year
References
Big Data Analytics for Physical Internet-based intelligent manufacturing shop floors
International Journal of Production Research · 2015 · 401 citations
The evolution of production systems from Industry 2.0 through Industry 4.0
International Journal of Production Research · 2017 · 678 citations
The International Journal of Advanced Manufacturing Technology
The International Journal of Advanced Manufacturing Technology · 2013 · 3,447 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.