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Open AccessJournal ArticleDOI

Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing

Fei Tao, +1 more
- 26 Sep 2017 - 
- Vol. 5, pp 20418-20427
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TLDR
A novel concept of digital twin shop-floor (DTS) based on digital twin is explored and its four key components are discussed, including physicalShop-floor, virtual shop- Floor, shop- floor service system, and shop-ground digital twin data.
Abstract
With the developments and applications of the new information technologies, such as cloud computing, Internet of Things, big data, and artificial intelligence, a smart manufacturing era is coming. At the same time, various national manufacturing development strategies have been put forward, such as Industry 4.0 , Industrial Internet , manufacturing based on Cyber-Physical System , and Made in China 2025 . However, one of specific challenges to achieve smart manufacturing with these strategies is how to converge the manufacturing physical world and the virtual world, so as to realize a series of smart operations in the manufacturing process, including smart interconnection, smart interaction, smart control and management, etc. In this context, as a basic unit of manufacturing, shop-floor is required to reach the interaction and convergence between physical and virtual spaces, which is not only the imperative demand of smart manufacturing, but also the evolving trend of itself. Accordingly, a novel concept of digital twin shop-floor (DTS) based on digital twin is explored and its four key components are discussed, including physical shop-floor, virtual shop-floor, shop-floor service system, and shop-floor digital twin data. What is more, the operation mechanisms and implementing methods for DTS are studied and key technologies as well as challenges ahead are investigated, respectively.

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Citations
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Journal ArticleDOI

Digital twin for ship life-cycle: A critical systematic review

Frank Mauro, +1 more
- 01 Feb 2023 - 
TL;DR: In this article , the authors present a systematic review of Digital Twins on ships and propose the identification of weaknesses and correlations between current Digital Twins applications in the maritime industry and other industry fields, which may be repeated in future studies to provide a fair and objective overview of the research advancements in the topic.
Journal ArticleDOI

Adaptive Points Sampling for Implicit Field Reconstruction of Industrial Digital Twin

Jiongchao Jin, +2 more
- 01 Sep 2022 - 
TL;DR: A new detail-aware feature extraction network based on a feature pyramid network (FPN) for better detail reconstruction and a novel adaptive points-sampling strategy to adaptively change the learning difficulty according to the training status are proposed.
Book ChapterDOI

A Survey of Digital Twin Technology for PHM

TL;DR: The various definitions and characteristics of digital twin are inspected, and a digital twin–driven PHM framework of high–speed railway (Electric Multiple Unit) EMU maintenance has been proposed.
Journal ArticleDOI

Feature-based modeling for industrial processes in the context of digital twins: A case study of HVOF process

TL;DR: In this paper , the authors propose a semantic conceptual framework for industrial process modeling in the context of digital twins, which modularizes the modeling process in terms of the semantic information modules of physics in the real-world phenomena, and clarifies inter-module associations and near-real-time data transmission coupled with virtual analysis in CAE environment.
Journal ArticleDOI

Digital Twin Driven End-Face Defect Control Method for Hot-Rolled Coil With Cloud-Edge Collaboration

TL;DR: In this article , an EF-DC framework based on digital twin with cloud-edge collaboration is designed in order to solve the defect traceability and control problem of hot-rolled coils.
References
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Book ChapterDOI

Digital Twin: Mitigating Unpredictable, Undesirable Emergent Behavior in Complex Systems

TL;DR: Digital twins as discussed by the authors link the physical system with its virtual equivalent to mitigate the problematic issues due to human interaction in the process of creation, production, operations, and disposal of a system.
Journal ArticleDOI

Cyber-physical production systems: Roots, expectations and R&D challenges

TL;DR: There are significant roots generally and particularly in the CIRP community -which point towards CPPSs, and Expectations and the related new R&D challenges will be outlined.
Journal ArticleDOI

Reengineering Aircraft Structural Life Prediction Using a Digital Twin

TL;DR: A conceptual model of how the Digital Twin can be used for predicting the life of aircraft structure and assuring its structural integrity is presented and the technical challenges to developing and deploying a Digital Twin are discussed.
Journal ArticleDOI

Cloud manufacturing: a computing and service-oriented manufacturing model:

TL;DR: The concept, architecture, core enabling technologies, and typical characteristics of CMfg are discussed and investigated, as well as the differences and relationship between cloud computing and CMfg.
Journal ArticleDOI

RFID-enabled real-time manufacturing execution system for mass-customization production

TL;DR: In this article, an RFID-enabled real-time manufacturing execution system (RT-MES) is proposed to track and trace manufacturing objects and collect realtime production data.
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