数字孪生研究:从概念到应用

Jessica B. Heluany, V. Gkioulos
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引用次数: 0

摘要

本研究对数字双胞胎的调查进行了系统的文献综述。目的是了解用例、建模和仿真工具/技术,以及如何解决安全性问题。为了回答这些研究问题,遵循了由七个步骤组成的严格方法。分析表明,对数字孪生概念存在误解,这可能导致其误用。此外,调查发现,安全并不是最优先考虑的问题,而是经常被视为一项挑战。除了缺乏标准化,发表的学术论文和提供的工业解决方案的数量也在增加,这表明共识不是一个限制因素,这一概念多年来越来越受欢迎,并在越来越多的领域得到应用,主要是制造业、能源、航空航天和汽车。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Survey on Digital Twins: from concepts to applications
This study provides a systematic literature review on surveys across the topic of digital twins. The aim is to understand what have been the use cases, modelling and simulation tools/techniques, and how security is being addressed. To answer these research questions, a rigorous methodology consisting of seven steps was followed. The analysis shows that there is a misconception regarding the digital twin concept that may be leading to its misuse. Moreover, it was found that security is not a top priority, but is often mentioned as a challenge. Besides the lack of standardization, the amount of academic papers published and industrial solutions offered is increasing, showing that the consensus is not a limiting factor and the concept is gaining popularity over the years and being applied in an increasing number of sectors, mainly on manufacturing, energy, aerospace and automotive.
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