scispace - formally typeset
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
Reads0
Chats0
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.

read more

Citations
More filters
Journal ArticleDOI

State-of-the-art survey on digital twin implementations

TL;DR: This paper seeks to classify different types of DT implementations that have been reported, highlights some researches that have used AR as data visualization tool in DT, and examines the more recent approaches to solve outstanding challenges in DT and the integration of DT and AR.
Journal ArticleDOI

Data management for developing digital twin ontology model

TL;DR: Digital Twin is the ideal solution for data-driven optimisations in different phases of the product lifecycle and is the imitation of the real world product, process or system.
Journal ArticleDOI

The Modeling and Using Strategy for the Digital Twin in Process Planning

TL;DR: A hierarchical model and mapping strategy for multi-source heterogeneous data in machining process are proposed to generate the DT data and the effectiveness of this method is verified by choosing the design process of a key component in a marine diesel engine.
Proceedings ArticleDOI

Oil and Gas digital twins after twenty years. How can they be made sustainable, maintainable and useful?

TL;DR: This paper focuses primarily on the development of twins in the oil and gas industry and proposes a simple model of digital twins, which allows for identifying challenges with current implementations and proposed research agenda that will allow future twins to be sustainable, maintainable and usable.
Journal ArticleDOI

A multi-scale modeling method for digital twin shop-floor

TL;DR: In this article , a multi-layer modeling framework for supporting model construction from unit layer to system layer was proposed, where the mechanism of model changes over time was also considered, and specific procedures and methods of model assembly, model fusion and model update towards machines and shop-floor were discussed respectively.
References
More filters
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.
Related Papers (5)