Integration Of The Mape-K Loop In Digital Twins

2022 Annual Modeling and Simulation Conference (ANNSIM)(2022)

引用 11|浏览7
暂无评分
摘要
In recent years the concept of Digital Twins (DTs) has gained significant attention, in particular in the manufacturing industry. In proper DTs there is a bidirectional connection to/from their Physical Twins such that it is possible to leave humans out of the loop. However, the underlying ideas of DTs have been inspired from a number of different scientific communities, in particular in relation to autonomy including the “Monitor-Analyze-Plan-Execute over a shared Knowledge” (MAPE-K). In this paper, we bridge the two concepts by demonstrating an implementation of a MAPE-K loop for an incubator case study within the context of its DT. We also discuss some of the limitations of the MAPE-K concept when applied to Cyber-Physical Systems (CPS).
更多
查看译文
关键词
Digital twins,self-adaptation,MAPE-K loop,automation
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要