Generating an industrial process graph from 3D pipe routing information

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorSierla, Seppoen_US
dc.contributor.authorAzangoo, Mohammaden_US
dc.contributor.authorVyatkin, Valeriyen_US
dc.contributor.departmentDepartment of Electrical Engineering and Automationen
dc.contributor.groupauthorInformation Technologies in Industrial Automationen
dc.date.accessioned2020-11-30T08:11:30Z
dc.date.available2020-11-30T08:11:30Z
dc.date.issued2020-09en_US
dc.description.abstractThe automatic generation of digital twins of industrial processes requires the integration of several sources of information. If the twin is expected to accurately capture thermo-hydraulic phenomena, dimensions of tanks and other process components as well as detailed pipe routing information is relevant. Such information is not comprehensively captured in P&IDs (Piping & Instrumentation Diagrams), but it is available from 3D CAD models. However, information about control loops is not available from 3D CAD models, but is available from P&IDs. Previous research has demonstrated the extraction of such information from machine-readable P&IDs and 3D CAD models and converting this information to graphs. Further research is expected on applying graph matching methods for integrating these separate graphs to a common graph-based data structure that captures all of the desired information. This common model could support further work to develop digital twins. A major obstacle to this is that the graphs that have currently been generated from P&IDs and 3D CAD models are at very different abstraction levels, so graph matching methods are not feasible. This article address this obstacle by building on previous work, in which graphs were generated from P&IDs and 3D CAD models. The contribution of this paper is several novel algorithms for preprocessing a 3D CAD generated graph, until it is at the same level of abstraction as a P&ID generated graph of the same industrial process. The algorithms are demonstrated in the context of a laboratory process.en
dc.description.versionPeer revieweden
dc.format.extent8
dc.format.extent85-92
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationSierla, S, Azangoo, M & Vyatkin, V 2020, Generating an industrial process graph from 3D pipe routing information . in Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2020 ., 9212175, Proceedings IEEE International Conference on Emerging Technologies and Factory Automation, IEEE, pp. 85-92, IEEE International Conference on Emerging Technologies and Factory Automation, Vienna, Austria, 08/09/2020 . https://doi.org/10.1109/ETFA46521.2020.9212175en
dc.identifier.doi10.1109/ETFA46521.2020.9212175en_US
dc.identifier.isbn9781728189567
dc.identifier.issn1946-0740
dc.identifier.issn2379-9560
dc.identifier.otherPURE UUID: 1e534290-edd4-4458-a935-b6fc3749c73fen_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/1e534290-edd4-4458-a935-b6fc3749c73fen_US
dc.identifier.otherPURE LINK: http://www.scopus.com/inward/record.url?scp=85092755447&partnerID=8YFLogxKen_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/52814072/ELEC_Sierla_etal_Generating_an_Industrial_ETFA2020_acceptedauthormanuscript.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/61649
dc.identifier.urnURN:NBN:fi:aalto-2020113020494
dc.language.isoenen
dc.publisherIEEE
dc.relation.ispartofIEEE International Conference on Emerging Technologies and Factory Automationen
dc.relation.ispartofseriesProceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2020en
dc.relation.ispartofseriesProceedings IEEE International Conference on Emerging Technologies and Factory Automationen
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.keyword3D modelingen_US
dc.subject.keyword3D CADen_US
dc.subject.keywordDigital planten_US
dc.subject.keywordPlant designen_US
dc.titleGenerating an industrial process graph from 3D pipe routing informationen
dc.typeA4 Artikkeli konferenssijulkaisussafi
dc.type.versionacceptedVersion

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