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Journal ArticleDOI

Digital twin-driven product design, manufacturing and service with big data

TLDR
In this paper, a new method for product design, manufacturing, and service driven by digital twin is proposed, and three cases are given to illustrate the future applications of digital twin in three phases of a product respectively.
Abstract
Nowadays, along with the application of new-generation information technologies in industry and manufacturing, the big data-driven manufacturing era is coming. However, although various big data in the entire product lifecycle, including product design, manufacturing, and service, can be obtained, it can be found that the current research on product lifecycle data mainly focuses on physical products rather than virtual models. Besides, due to the lack of convergence between product physical and virtual space, the data in product lifecycle is isolated, fragmented, and stagnant, which is useless for manufacturing enterprises. These problems lead to low level of efficiency, intelligence, sustainability in product design, manufacturing, and service phases. However, physical product data, virtual product data, and connected data that tie physical and virtual product are needed to support product design, manufacturing, and service. Therefore, how to generate and use converged cyber-physical data to better serve product lifecycle, so as to drive product design, manufacturing, and service to be more efficient, smart, and sustainable, is emphasized and investigated based on our previous study on big data in product lifecycle management. In this paper, a new method for product design, manufacturing, and service driven by digital twin is proposed. The detailed application methods and frameworks of digital twin-driven product design, manufacturing, and service are investigated. Furthermore, three cases are given to illustrate the future applications of digital twin in the three phases of a product respectively.

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Citations
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Book ChapterDOI

Secure Estimation of CPS with a Digital Twin

TL;DR: In this paper, a Chi-square detector in a Digital Twin (DT) is proposed to mitigate the impact of the attack on the physical estimation and guarantee the stability of the CPSs.
Book ChapterDOI

DCRRDT: A Method for Deployment and Control of RFID Sensors Under Digital Twin-Driven for Indoor Supervision

TL;DR: This paper proposes a deployment & control scheme of RFID sensors based on digital-twin technology to solve the problems of re-design & re-deployment and achieves the goal of saving deployment time & workforce through the intuition and virtual simulation of digital-Twin.
Journal ArticleDOI

Toward a smart wire arc additive manufacturing system: A review on current developments and a framework of digital twin

TL;DR: In this article , the authors provide a systematic review of current developments of DT in AM processes and then derive a suitable DT for the wire arc additive manufacturing (WAAM) system and propose a framework of WAAM-DT as a hybrid and intelligent solution for monitoring, modeling, control, and simulation.
Journal ArticleDOI

Digital Technologies in Offsite and Prefabricated Construction: Theories and Applications

TL;DR: In this article , the authors identified the current stage of applying digital technologies in offsite construction and analyzed 171 related papers from the last 10 years (i.e., 2013 to 2022) by collecting and filtering them.
References
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Journal ArticleDOI

Internet of Things in Industries: A Survey

TL;DR: This review paper summarizes the current state-of-the-art IoT in industries systematically and identifies research trends and challenges.
Proceedings ArticleDOI

The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles

TL;DR: In this article, the Digital Twin system integrates ultra-high fidelity simulation with the vehicle s on-board integrated vehicle health management system, maintenance history and all available historical and fleet data to enable unprecedented levels of safety and reliability.
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.
Book ChapterDOI

Digital Twin—The Simulation Aspect

TL;DR: This chapter focuses on the simulation aspects of the Digital Twin, where simulation merges the physical and virtual world in all life cycle phases and enables the users to master the complexity of mechatronic systems.
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