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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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Posted ContentDOI

The ontology-based modeling and evolution of digital twin for assembly workshop

TL;DR: A case study is illustrated to show the entire process of construction and evolution of DT modeled on an experimental field, indicating the feasibility and validity of the method proposed.
Journal ArticleDOI

Blockchain-Based Digital Twins: Research Trends, Issues, and Future Challenges

TL;DR: In this article , the authors present a comprehensive review of the state-of-the-art research results for blockchain-based Digital Twins (DTs) and highlight the role of Artificial Intelligence (AI) in blockchain-supported DTs.
Proceedings ArticleDOI

Digital Twin Based Software Design in eHealth - A New Development Approach for Health / Medical Software Products

Rainer Lutze
TL;DR: The already presented digital twin concept for information management of health and medical software products is further elaborated with respect to regulatory requirements, the FDA and EU unique device identification (UDI) system, and software product lifecycle management.
Journal ArticleDOI

Application of Industry 4.0 to the Product Development Process in Project-Type Production

TL;DR: It was found that the length of the process can be shortened from 36 to 26 months, and possible gains also include energy savings, and the energy savings estimation emerged as a check gate evaluating if technological implementations are justified.
Journal ArticleDOI

Toward an artificial intelligence‐assisted framework for reconstructing the digital twin of vertebra and predicting its fracture response

TL;DR: In this paper , a deep convolutional generative adversarial network (DCGAN), image processing steps, and finite element (FE) based shape optimization is used to reconstruct the vertebra model.
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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