建立数字孪生系统报告框架:合作机器人案例研究

Santiago Gil, Bentley J Oakes, Cláudio Gomes, Mirgita Frasheri, Peter G Larsen
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引用次数: 0

摘要

数字孪生(DT)可以为许多不同的应用而构建,导致不同案例研究之间存在很大差异。为了能够从其他 DT 实践者的挑战和经验教训中吸取教训,经验报告必须保持一致,以便于比较。在本文中,我们合并了三个 DT 的参考描述框架,一个来自系统性的绘图研究,一个来自经验报告分析,一个来自系统性的文献综述,从而得出了 DT 应用的统一特征描述。这项分析在参考框架中发现了六个非重叠特征和三个交叉特征。本文展示了包含 21 个特征的统一特征描述,并报告了一个名为 Flex-cell 的 DT 案例研究。我们采用多案例方法,通过另一个机器人案例研究和另一个食品行业案例研究,验证了这一统一特征描述的通用性。我们呼吁 DT 界在今后的 DT 经验报告中纳入这些系统报告原则,以便其他从业人员能够更有效地相互学习。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Toward a systematic reporting framework for Digital Twins: a cooperative robotics case study
Digital Twins (DTs) can be constructed for many different applications, leading to substantial differences between different case studies. To be able to learn from the challenges and lessons learned by other DT practitioners, it is important that experience reports be consistent to facilitate comparisons. In this paper, we merge three reference description frameworks for DTs, one generated from a systematic mapping study, one generated from an analysis of experience reports, and one from a systematic literature review, to come up with a unified characterization of DT applications. This analysis has identified six non-overlapping and three cross-cutting characteristics in the reference frameworks. This paper showcases the unified characterization with 21 characteristics to report on a DT case study called the Flex-cell, a manufacturing cell with two robotic arms used for cooperative assembly. The generalizability of this unified characterization is validated using a multi-case approach with another case study in robotics and another in the food industry. We call on the DT community to integrate these systematic reporting principles in their future DT experience reports such that other practitioners can learn from each other more effectively.
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