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

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorSierla, Seppoen_US
dc.contributor.authorAzangoo, Mohammaden_US
dc.contributor.authorFay, Alexanderen_US
dc.contributor.authorVyatkin, Valeriyen_US
dc.contributor.authorPapakonstantinou, Nikolaosen_US
dc.contributor.departmentDepartment of Electrical Engineering and Automationen
dc.contributor.groupauthorInformation Technologies in Industrial Automationen
dc.contributor.organizationHelmut-Schmidt-Universityen_US
dc.contributor.organizationVTT Technical Research Centre of Finlanden_US
dc.date.accessioned2020-09-04T07:46:03Z
dc.date.available2020-09-04T07:46:03Z
dc.date.issued2020-06en_US
dc.description.abstractOngoing 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.en
dc.description.versionPeer revieweden
dc.format.extent8
dc.format.extent460-467
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationSierla, S, Azangoo, M, Fay, A, Vyatkin, V & Papakonstantinou, N 2020, Integrating 2D and 3D Digital Plant Information Towards Automatic Generation of Digital Twins . in Proceedings of the 29th IEEE International Symposium on Industrial Electronics, ISIE 2020 ., 9152371, Proceedings of the IEEE International Symposium on Industrial Electronics, IEEE, pp. 460-467, International Symposium on Industrial Electronics, Delft, Netherlands, 17/06/2020 . https://doi.org/10.1109/ISIE45063.2020.9152371en
dc.identifier.doi10.1109/ISIE45063.2020.9152371en_US
dc.identifier.isbn9781728156354
dc.identifier.issn2163-5137
dc.identifier.issn2380-1395
dc.identifier.otherPURE UUID: 5ccad6b6-bc78-4fd4-966f-8bcf1b990a6ben_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/5ccad6b6-bc78-4fd4-966f-8bcf1b990a6ben_US
dc.identifier.otherPURE LINK: http://www.scopus.com/inward/record.url?scp=85089491416&partnerID=8YFLogxKen_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/44438083/Sierla_Integrating_2D_and_3D_Digital_Plant_Information_Towards_Automatic_Generation_of_Digital_Twins_ISIE2020_002_.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/46339
dc.identifier.urnURN:NBN:fi:aalto-202009045282
dc.language.isoenen
dc.publisherIEEE
dc.relation.ispartofInternational Symposium on Industrial Electronicsen
dc.relation.ispartofseriesProceedings of the 29th IEEE International Symposium on Industrial Electronics, ISIE 2020en
dc.relation.ispartofseriesProceedings of the IEEE International Symposium on Industrial Electronicsen
dc.rightsopenAccessen
dc.subject.keywordIndustry 4.0en_US
dc.subject.keywordProcess industryen_US
dc.subject.keywordDigitisationen_US
dc.subject.keywordAutomationen_US
dc.subject.keywordModelling and simulationen_US
dc.subject.keywordDigital twinen_US
dc.subject.keywordGraph matchingen_US
dc.subject.keywordDigital planten_US
dc.subject.keywordPlant designen_US
dc.titleIntegrating 2D and 3D Digital Plant Information Towards Automatic Generation of Digital Twinsen
dc.typeA4 Artikkeli konferenssijulkaisussafi
dc.type.versionacceptedVersion

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