Academic Journal
Digital Twin: Technology Evolution Stages and Implementation Layers With Technology Elements
| العنوان: | Digital Twin: Technology Evolution Stages and Implementation Layers With Technology Elements |
|---|---|
| المؤلفون: | Deuk-Young Jeong, Myung-Sun Baek, Tae-Beom Lim, Yong-Woon Kim, Se-Han Kim, Yong-Tae Lee, Woo-Sug Jung, In-Bok Lee |
| المصدر: | IEEE Access, Vol 10, Pp 52609-52620 (2022) |
| بيانات النشر: | IEEE, 2022. |
| سنة النشر: | 2022 |
| المجموعة: | LCC:Electrical engineering. Electronics. Nuclear engineering |
| مصطلحات موضوعية: | Digital twin, digital twin technology evolution, implementation layer, technology elements, Electrical engineering. Electronics. Nuclear engineering, TK1-9971 |
| الوصف: | A digital twin has recently received considerable attention in various industry domains. The digital twin replicates physical objects (e.g., people, objects, spaces, systems, and processes) in the real world into digital objects in the digital world. It also provides various simulations to solve problems in the real world or to improve situational operations. Therefore, the digital twin is a convergence of various technologies, such as advanced machine-learning algorithms, data analytics, super-resolution visualization and modeling, and simulation. Because the digital twin is a complicated technology, a step-by-step implementation that includes many technology elements should be considered to create a digital twin model. In this study, implementation layers are introduced to guide practical implementations of the digital twin. In addition, technology elements were suggested for the presented implementation layers. Because the suggested technology elements include clear technology definitions, various application domains (e.g., energy, transportation, logistics, environment, manufacturing, and smart cities) can easily utilize the introduced implementation layers and technology elements according to the intended purpose. Furthermore, this paper describes the evolution of digital twins. Digital twin technology has evolved continuously since 2002, when the digital twin concept was first introduced. In the described evolution levels, we show the future aspects of digital twin technology, according to the technological evolution direction. Therefore, the digital twin model can be efficiently created by considering the evolution direction and future aspects by using the suggested digital twin evolution levels. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2169-3536 65306341 |
| Relation: | https://ieeexplore.ieee.org/document/9772642/; https://doaj.org/toc/2169-3536 |
| DOI: | 10.1109/ACCESS.2022.3174220 |
| URL الوصول: | https://doaj.org/article/18d6ea6530634136a7a319f9a8c1122c |
| رقم الانضمام: | edsdoj.18d6ea6530634136a7a319f9a8c1122c |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 21693536 65306341 |
|---|---|
| DOI: | 10.1109/ACCESS.2022.3174220 |