Digital Twin Architecture to Use for Optimizing an AoD-Printing Process

被引:0
|
作者
Pfannenstiel, Hanna [1 ]
Ungerer, Martin [1 ]
Sieber, Ingo [1 ]
机构
[1] Karlsruher Inst Technol, Inst Automat & Appl Informat IAI, Leopoldshafen Eggenstein, Germany
关键词
Digital Twin; DT; Structured Design; Modeling; Simulation; Fabrication Process; Machine Learning; Additive Manufacturing; Aerosol-on-Demand;
D O I
10.1109/DTIP62575.2024.10613180
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Digital Twins have been gaining relevancy over the past decade as computing power becomes increasingly more powerful and cheaper. However, most digital twins require an already profound knowledge of their physical counterpart in order to mimic it. This paper proposes a data architecture which enables a digital twin to learn from its physical counterpart and help to build models in applications where little established models are available. The digital twin in this paper focuses on accompanying an additive manufacturing process.
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页数:5
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