scispace - formally typeset
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.

read more

Citations
More filters
Journal ArticleDOI

A review of digital twin in product design and development

TL;DR: In this article, the current state of DT research focusing on product design and development through summarizing typical industrial cases is discussed. And challenges and potential applications of DT in product design, development and development are also discussed to inspire future studies.
Journal ArticleDOI

Trustworthy Digital Twins in the Industrial Internet of Things with Blockchain

TL;DR: A blockchain-based framework for the Industrial Internet of Things (IIoT) to address the issues of data management and security and leverage Digital Twins that can draw intelligent conclusions from data by identifying the faults and recommending precautionary measures ahead of critical events is envisioned.
Journal ArticleDOI

A digital-twin visualized architecture for Flexible Manufacturing System

TL;DR: A general architecture of digital-Twin visualization for flexible manufacturing systems (FMS) is presented and a digital-twin modeling concept of "Geometric information (G)-Historical samples (H)-Object attribute (O)-Snapshot collection (S)-Topology constraint (T)" (GHOST) is proposed, and methods for developing virtual digital- twin scenes architecture are presented.
Journal ArticleDOI

Digital Twin-Based Optimization for Ultraprecision Motion Systems With Backlash and Friction

TL;DR: The simulation study and the real-time experiments demonstrate the suitability of the digital twin-based optimization procedure and lay the foundations for the implementation of the proposed method at an industrial level.
Journal ArticleDOI

A New Concept of Digital Twin Supporting Optimization and Resilience of Factories of the Future

TL;DR: A holistic Digital Twin approach is introduced, in which the factory is not represented by a set of separated Digital Twins but by a comprehensive modeling and simulation capacity embracing the full manufacturing process including external network dependencies.
References
More filters
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.
Related Papers (5)