Find

Institut for Elektro- og Computerteknologi

Santiago Gil Arboleda

Integration Of The Mape-K Loop In Digital Twins

Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

Standard

Integration Of The Mape-K Loop In Digital Twins. / Feng, Hao ; Gomes, Cláudio ; Gil Arboleda, Santiago et al.

Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM . red. / Cristina Ruiz Martin; Niloufar Emami; Maria Julia Blas; Roya Rezaee. IEEE, 2022. s. 102-113.

Publikation: Bidrag til bog/antologi/rapport/proceeding › Konferencebidrag i proceedings › Forskning › peer review

Harvard

Feng, H , Gomes, C , Gil Arboleda, S , Mikkelsen, PH , Tola, D , Larsen, PG & Sandberg, M 2022, Integration Of The Mape-K Loop In Digital Twins. i CR Martin, N Emami, MJ Blas & R Rezaee (red), Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM . IEEE, s. 102-113, 2022 Annual Modeling and Simulation Conference, San Diego, California, USA, 18/07/2022. https://doi.org/10.23919/ANNSIM55834.2022.9859489

APA

Feng, H., Gomes, C., Gil Arboleda, S., Mikkelsen, P. H., Tola, D., Larsen, P. G., & Sandberg, M. (2022). Integration Of The Mape-K Loop In Digital Twins. I C. R. Martin, N. Emami, M. J. Blas, & R. Rezaee (red.), Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM (s. 102-113). IEEE. https://doi.org/10.23919/ANNSIM55834.2022.9859489

CBE

Feng H , Gomes C , Gil Arboleda S , Mikkelsen PH , Tola D , Larsen PG , Sandberg M. 2022. Integration Of The Mape-K Loop In Digital Twins. Martin CR, Emami N, Blas MJ, Rezaee R, red. I Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM . IEEE. s. 102-113. https://doi.org/10.23919/ANNSIM55834.2022.9859489

MLA

Feng, Hao et al. "Integration Of The Mape-K Loop In Digital Twins"., Martin, Cristina Ruiz og Emami, Niloufar Blas, Maria Julia Rezaee, Roya (red.). Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM . IEEE. 2022, 102-113. https://doi.org/10.23919/ANNSIM55834.2022.9859489

Vancouver

Feng H , Gomes C , Gil Arboleda S , Mikkelsen PH , Tola D , Larsen PG et al. Integration Of The Mape-K Loop In Digital Twins. I Martin CR, Emami N, Blas MJ, Rezaee R, red., Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM . IEEE. 2022. s. 102-113 doi: 10.23919/ANNSIM55834.2022.9859489

Author

Feng, Hao ; Gomes, Cláudio ; Gil Arboleda, Santiago et al. / Integration Of The Mape-K Loop In Digital Twins. Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM . red. / Cristina Ruiz Martin ; Niloufar Emami ; Maria Julia Blas ; Roya Rezaee. IEEE, 2022. s. 102-113

Bibtex

@inproceedings{bd95378546d9412e9a4b6af7a30203e1,

title = "Integration Of The Mape-K Loop In Digital Twins",

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).",

keywords = "Digital twins, MAPE-K loop, automation, self-adaptation",

author = "Hao Feng and Cl{\'a}udio Gomes and {Gil Arboleda}, Santiago and Mikkelsen, {Peter H{\o}gh} and Daniella Tola and Larsen, {Peter Gorm} and Michael Sandberg",

note = "Publisher Copyright: {\textcopyright} 2022 SCS.; null ; Conference date: 18-07-2022 Through 20-07-2022",

year = "2022",

doi = "10.23919/ANNSIM55834.2022.9859489",

language = "English",

isbn = "978-1-6654-7314-9 ",

pages = "102--113",

editor = "Martin, {Cristina Ruiz} and Niloufar Emami and Blas, {Maria Julia} and Roya Rezaee",

booktitle = "Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM",

publisher = "IEEE",

url = "https://scs.org/annsim/",

}

RIS

TY - GEN

T1 - Integration Of The Mape-K Loop In Digital Twins

AU - Feng, Hao

AU - Gomes, Cláudio

AU - Gil Arboleda, Santiago

AU - Mikkelsen, Peter Høgh

AU - Tola, Daniella

AU - Larsen, Peter Gorm

AU - Sandberg, Michael

PY - 2022

Y1 - 2022

N2 - 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).

AB - 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).

KW - Digital twins

KW - MAPE-K loop

KW - automation

KW - self-adaptation

U2 - 10.23919/ANNSIM55834.2022.9859489

DO - 10.23919/ANNSIM55834.2022.9859489

M3 - Article in proceedings

SN - 978-1-6654-7314-9

SP - 102

EP - 113

BT - Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM

A2 - Martin, Cristina Ruiz

A2 - Emami, Niloufar

A2 - Blas, Maria Julia

A2 - Rezaee, Roya

PB - IEEE

Y2 - 18 July 2022 through 20 July 2022

ER -