Integration Of The Mape-K Loop In Digital Twins

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Abstract

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).

OriginalsprogEngelsk
TitelProceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM
RedaktørerCristina Ruiz Martin, Niloufar Emami, Maria Julia Blas, Roya Rezaee
Antal sider12
ForlagIEEE
Publikationsdato2022
Sider102-113
ISBN (Trykt)978-1-6654-7314-9
ISBN (Elektronisk)9781713852889
DOI
StatusUdgivet - 2022
Begivenhed2022 Annual Modeling and Simulation Conference - SAN DIEGO STATE UNIVERSITY, San Diego, USA
Varighed: 18 jul. 202220 jul. 2022
https://scs.org/annsim/

Konference

Konference2022 Annual Modeling and Simulation Conference
LokationSAN DIEGO STATE UNIVERSITY,
Land/OmrådeUSA
BySan Diego
Periode18/07/202220/07/2022
Internetadresse

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