Toward a systematic reporting framework for Digital Twins: a cooperative robotics case study

被引:0
|
作者
Gil, Santiago [1 ]
Oakes, Bentley J. [2 ]
Gomes, Claudio [1 ]
Frasheri, Mirgita [1 ]
Larsen, Peter G. [1 ]
机构
[1] Aarhus Univ, Dept Elect & Comp Engn, Aarhus, Denmark
[2] Polytech Montreal, Dept Comp & Software Engn, 2500 Chemin Polytech, Montreal, PQ H3T 1J4, Canada
关键词
Digital Twin; experience report; robotic system; mobile robotics; taxonomy; co-simulation; modeling and simulation;
D O I
10.1177/00375497241261406
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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.
引用
收藏
页数:27
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