Digital Twin Technology for CNC Machining: A Review
Digital Twin Technology for CNC Machining: A Review
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DOI：
10.1109/nanoman-aets56035.2022.10119512
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发表时间：
2022-08
期刊：
影响因子：
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通讯作者：
C. Walker;Xichun Luo;Pradeep Kundu;Wenlong Chang;W. Xie;P. Ball;E. Badakhshan
中科院分区：
文献类型：
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作者：
C. Walker;Xichun Luo;Pradeep Kundu;Wenlong Chang;W. Xie;P. Ball;E. Badakhshan
自概念形成以来，数字孪生技术得到了广泛的发展。然而，对于数字双胞胎的定义、功能和挑战，人们缺乏共识。本文旨在概述什么是数字双胞胎，它们是如何制造的，需要一个分类系统来定义数字双胞胎，以及开发用于数控加工的数字双胞胎面临的最大挑战是什么。这个分类系统以每个分类的当前研究中的例子为后盾，并展示了目前在数字双胞胎方面的工作。对数字双胞胎面临的最大挑战进行了进一步的研究，覆盖了1258篇论文。
Digital twin technologies have witnessed widespread development since their conceptualisation. However, there is a lack of consensus about the definition, functionality and challenges of Digital Twins. This paper aims to give an overview of what digital twins are, how they are made, the need for a category system to define digital twins and what the greatest challenges are for developing digital twins for CNC machining. This category system is backed with examples from current research of each category and to show the current work on digital twins. Further research has been conducted into what the greatest challenges are for digital twins covering 1258 papers.