Digital twin—The dream and the reality

Juha Kortelainen, T. Minav, K. Tammi
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引用次数: 1

Abstract

Digital twins (DTs) are under active research and development in the research community, industry, and in the digital engineering solution business. The roots of the concept of DT are almost 2 decades old, but the fast progress in enabling technologies, especially in data analytics, artificial intelligence, and the Internet of Things, has accelerated the evolution of DT during the last 5 years. The growing interest, increasing development activities, and increasing business opportunities of the concept are also feeding the hype in the media. Consequently, this has led to the scattering and even misuse of the concept and its definition. In this article, we discuss different applications of DTs and what kinds of solutions there are for DTs. We analyze some most cited definitions of DT in the scientific literature and discuss the interpretation of the definitions through a hypothetical case example. Furthermore, we discuss different life cycle aspects of DTs and potential risks that may arise. To further concretize the concept of DT, we introduce ten reported case examples of implemented DTs in the scientific literature and analyze their features. Finally, we discuss the future development directions of DTs and the aspects that will affect the development trends.
数字双胞胎——梦想与现实
数字孪生(DTs)在研究界、工业界和数字工程解决方案业务中都处于积极的研究和开发之中。DT概念的起源已有近20年的历史,但在过去的5年里,使能技术的快速发展,特别是在数据分析、人工智能和物联网方面,加速了DT的发展。对这一概念日益增长的兴趣、越来越多的开发活动和越来越多的商业机会也助长了媒体的炒作。因此,这导致了对这一概念及其定义的分散甚至误用。在本文中,我们将讨论dt的不同应用以及dt有哪些解决方案。我们分析了科学文献中引用最多的DT定义,并通过一个假设的案例讨论了这些定义的解释。此外,我们还讨论了DTs的不同生命周期方面以及可能出现的潜在风险。为了进一步具体化DT的概念,我们介绍了科学文献中报道的10个实施DT的案例,并分析了它们的特征。最后,我们讨论了DTs的未来发展方向以及影响发展趋势的方面。
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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