JOURNAL ARTICLE

Dynamic resource allocation optimization for digital twin-driven smart shopfloor

Abstract

Smart manufacturing is the core in the 4 th industrial revolution. It is very important that how to realize the intelligent interaction between hardware and software in smart manufacturing. The paper proposes the architecture of Digital Twin-driven Smart ShopFloor (DTSF), as a contribution to the research of the research discussion about Digital Twin concept. Then the scheme for dynamic resource allocation optimization (DRAO) is designed for DTSF, as an application of the proposed architecture. Furthermore, a case study is given to illustrate the detailed method of DRAO. The experimental result shows that the proposed scheme is effective.

Keywords:
Scheme (mathematics) Resource (disambiguation) Computer science Resource allocation Architecture Smart manufacturing Software Distributed computing Industrial engineering Engineering Manufacturing engineering Computer network Operating system Mathematics

Metrics

36
Cited By
3.70
FWCI (Field Weighted Citation Impact)
14
Refs
0.94
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Digital Transformation in Industry
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Flexible and Reconfigurable Manufacturing Systems
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Manufacturing Process and Optimization
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering

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