Integrating 2D and 3D Digital Plant Information Towards Automatic Generation of Digital Twins

Seppo Sierla, Mohammad Azangoo, Alexander Fay, Valeriy Vyatkin, Nikolaos Papakonstantinou

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference article in proceedingsScientificvertaisarvioitu

21 Sitaatiot (Scopus)
323 Lataukset (Pure)

Abstrakti

Ongoing standardization in Industry 4.0 supports tool vendor neutral representations of Piping and Instrumentation diagrams as well as 3D pipe routing. However, a complete digital plant model requires combining these two representations. 3D pipe routing information is essential for building any accurate first-principles process simulation model. Piping and instrumentation diagrams are the primary source for control loops. In order to automatically integrate these information sources to a unified digital plant model, it is necessary to develop algorithms for identifying corresponding elements such as tanks and pumps from piping and instrumentation diagrams and 3D CAD models. One approach is to raise these two information sources to a common level of abstraction and to match them at this level of abstraction. Graph matching is a potential technique for this purpose. This article focuses on automatic generation of the graphs as a prerequisite to graph matching. Algorithms for this purpose are proposed and validated with a case study. The paper concludes with a discussion of further research needed to reprocess the generated graphs in order to enable effective matching.
AlkuperäiskieliEnglanti
OtsikkoProceedings of the 29th IEEE International Symposium on Industrial Electronics, ISIE 2020
KustantajaIEEE
Sivut460-467
Sivumäärä8
ISBN (elektroninen)9781728156354
DOI - pysyväislinkit
TilaJulkaistu - kesäk. 2020
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaInternational Symposium on Industrial Electronics - Delft, Alankomaat
Kesto: 17 kesäk. 202019 kesäk. 2020
Konferenssinumero: 29
http://isie2020.org/

Julkaisusarja

NimiProceedings of the IEEE International Symposium on Industrial Electronics
KustantajaIEEE
ISSN (painettu)2163-5137
ISSN (elektroninen)2380-1395

Conference

ConferenceInternational Symposium on Industrial Electronics
LyhennettäISIE
Maa/AlueAlankomaat
KaupunkiDelft
Ajanjakso17/06/202019/06/2020
www-osoite

Sormenjälki

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  • SEED: SEED

    Sierla, S. & Azangoo, M.

    01/09/201928/02/2022

    Projekti: Business Finland: Other research funding

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