Digital twins: A brief overview of applications, challenges and enabling technologies in the last decade

O. Eleftheriou, C. Anagnostopoulos
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引用次数: 10

Abstract

The concept of Digitals Twins (DTs) is an evolving idea, which is becoming the center of attention for the industry and the scientific community. It can be described as the pairing of the digital and the physical, interconnected for data sharing. DT is a key enabler for Industry 4.0, especially on the digitalization and visualization processes. Even though the idea of DT has been defined thoroughly throughout the recent years, there are still many different interpretations which are the result of different viewpoints of the involved professionals. The digitalization process requires huge amounts of data, which is generated, collected, handled and processed by various sources as well as digital twins themselves, thus offering new challenges that need to be addressed. In this paper, we attempt to i) assess the current state of digital twins, ii) describe the terms digital model and digital shadow as they are often misused as synonyms and iii) review the concepts of Internet of Things (IoT) and Industry 4.0 and discuss how these are connected. Moreover, some applications of DTs and their enabling technologies will be presented.
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数字双胞胎:过去十年的应用、挑战和赋能技术概述
数字双胞胎(DTs)的概念是一个不断发展的想法,正成为行业和科学界关注的中心。它可以被描述为数字和物理的配对,相互连接以实现数据共享。DT是工业4.0的关键推动者,尤其是在数字化和可视化过程方面。尽管近年来DT的概念已经得到了彻底的定义,但由于相关专业人士的不同观点,仍有许多不同的解释。数字化过程需要大量的数据,这些数据由各种来源以及数字双胞胎本身生成、收集、处理和处理,从而带来了需要解决的新挑战。在本文中,我们试图i)评估数字双胞胎的现状,ii)描述数字模型和数字阴影这两个术语,因为它们经常被误用为同义词,iii)回顾物联网(IoT)和工业4.0的概念,并讨论它们之间的联系。此外,还将介绍DTs及其使能技术的一些应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Digital Twin
Digital Twin digital twin technologies-
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期刊介绍: Digital Twin is a rapid multidisciplinary open access publishing platform for state-of-the-art, basic, scientific and applied research on digital twin technologies. Digital Twin covers all areas related digital twin technologies, including broad fields such as smart manufacturing, civil and industrial engineering, healthcare, agriculture, and many others. The platform is open to submissions from researchers, practitioners and experts, and all articles will benefit from open peer review.  The aim of Digital Twin is to advance the state-of-the-art in digital twin research and encourage innovation by highlighting efficient, robust and sustainable multidisciplinary applications across a variety of fields. Challenges can be addressed using theoretical, methodological, and technological approaches. The scope of Digital Twin includes, but is not limited to, the following areas:  ● Digital twin concepts, architecture, and frameworks ● Digital twin theory and method ● Digital twin key technologies and tools ● Digital twin applications and case studies ● Digital twin implementation ● Digital twin services ● Digital twin security ● Digital twin standards Digital twin also focuses on applications within and across broad sectors including: ● Smart manufacturing ● Aviation and aerospace ● Smart cities and construction ● Healthcare and medicine ● Robotics ● Shipping, vehicles and railways ● Industrial engineering and engineering management ● Agriculture ● Mining ● Power, energy and environment Digital Twin features a range of article types including research articles, case studies, method articles, study protocols, software tools, systematic reviews, data notes, brief reports, and opinion articles.
期刊最新文献
Digital twin-based modeling of natural gas leakage and dispersion in urban utility tunnels Data-driven modeling in digital twin for power system anomaly detection Is it possible to develop a digital twin for noise monitoring in manufacturing? Modeling of cross-scale human activity for digital twin workshop Digital twinning of temperature fields for modular multilayer multiphase pipeline structures
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