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 ...
In this paper, we report on the imple- mentation of a self-adaptation loop using a MAPE-K feedback loop, which is the most influential reference model for self- ...
It includes four computation stages, namely Monitor-Analyze-Plan-Execute over a shared Knowledge, which enables selfadaptation to runtime conditions. ...
Jul 18, 2022 · Dive into the research topics of 'Integration Of The Mape-K Loop In Digital Twins'. Together they form a unique fingerprint. Digital Twin ...
In this paper, we introduce a conceptual architecture for IIoT anomaly detection based on the paradigms of Digital Twins (DT) and Autonomic Computing (AC), and ...
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Co-authors ; Integration of the MAPE-K loop in digital twins. H Feng, C Gomes, S Gil, PH Mikkelsen, D Tola, PG Larsen, M Sandberg. 2022 Annual Modeling and ...
Aug 27, 2024 · The incorporation of the MAPE-K loop structure is fundamental for robustness, ensuring self-adaptive system behavior and responding ...
This paper considers a digital twin infrastructure combining MAPE-K feedback loops and semantic reflection to automatically ensure that the digital artefacts ...
We introduce the Adaptive Digital Twins (ADT) concept, anchored in five attributes inspired by the self-adaptive systems field from software engineering.
Figure 1: A two-layered self-adaptive digital twin architec- ture with MAPE-K feedback loops for behavioral (gray) and architectural (blue) self-adaptation.