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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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Development of an edge computing-based cyber-physical machine tool

TL;DR: This paper develops a cyber-physical machine tool based on edge computing techniques, to realize remote sensing, real-time monitoring and scalable high-performance digital twin application and a novel edge computing algorithm is proposed to detect the abnormality of the edge data from two aspects.
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Digital twin: a state-of-the-art review of its enabling technologies, applications and challenges

TL;DR: The role of environmental factor in DT enabling technologies and in categorized engineering applications is highlighted and the key challenges and provides future work for constructing DTs of complex engineering systems are discussed.
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Operation Procedures of a Work-Center-Level Digital Twin for Sustainable and Smart Manufacturing

TL;DR: This study systematically defined the various service-composition-based technical functionalities through a combination of various types of operation procedures, namely creation, synchronization, and utilization.
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Mass customized/personalized manufacturing in Industry 4.0 and blockchain: Research challenges, main problems, and the design of an information architecture

- 01 Mar 2022 - 
TL;DR: In this paper , the authors explore the potential of blockchain as an information technology able to support industries that base their business models on mass customized/personalized production processes, and provide a conceptual design of how blockchain contributes to managing efficiently mass customized production systems.
Journal ArticleDOI

Mass customized/personalized manufacturing in Industry 4.0 and blockchain: Research challenges, main problems, and the design of an information architecture

TL;DR: In this paper, the authors explore the potential of blockchain as an information technology able to support industries that base their business models on mass customized/personalized production processes, and provide a conceptual design of how blockchain contributes to managing efficiently mass customized production systems.
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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