Digital twin of heat exchange station

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dc.contributor.authorBenešl, Tomášcs
dc.contributor.authorHusák, Michalcs
dc.contributor.authorMihálik, Ondrejcs
dc.contributor.authorVancl, Radimcs
dc.contributor.authorBradáč, Zdeněkcs
dc.coverage.issue9cs
dc.coverage.volume58cs
dc.date.accessioned2024-10-14T09:03:20Z
dc.date.available2024-10-14T09:03:20Z
dc.date.issued2024-08-14cs
dc.description.abstractThe article describes the identification of a heat exchanger system using PLC for measurement, followed by system model identification and reconstruction in Matlab Simulink and SIMIT. The root-mean-square error of the identified system was 2.49 % on training data and 5.33 % in the validation scenario. The system model is suitable for predicting and simulating errors and anomalies; it can be used for the optimisation of control processes or system parameters. Therefore, the model can serve as an educational tool, allowing training of students, operators and other experts. They can experiment without fear of damaging components and without having to wait for the long-time transients of a real system.en
dc.formattextcs
dc.format.extent311-316cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citationIFAC-PapersOnLine (ELSEVIER). 2024, vol. 58, issue 9, p. 311-316.en
dc.identifier.doi10.1016/j.ifacol.2024.07.415cs
dc.identifier.issn2405-8963cs
dc.identifier.orcid0000-0002-6322-4111cs
dc.identifier.orcid0000-0002-8743-6776cs
dc.identifier.orcid0000-0001-7433-9275cs
dc.identifier.orcid0000-0002-7698-6959cs
dc.identifier.other189139cs
dc.identifier.researcheridV-2990-2017cs
dc.identifier.researcheridD-8201-2012cs
dc.identifier.scopus55907362000cs
dc.identifier.urihttps://hdl.handle.net/11012/249471
dc.language.isoencs
dc.publisherElseviercs
dc.relation.ispartofIFAC-PapersOnLine (ELSEVIER)cs
dc.relation.urihttps://doi.org/10.1016/j.ifacol.2024.07.415cs
dc.rightsCreative Commons Attribution-NonCommercial-NoDerivatives 4.0 Internationalcs
dc.rights.accessopenAccesscs
dc.rights.sherpahttp://www.sherpa.ac.uk/romeo/issn/2405-8963/cs
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/cs
dc.subjectHeat Exchaneren
dc.subjectSIMITen
dc.subjectMatlaben
dc.subjectDigital Twinen
dc.subjectOptimisationen
dc.titleDigital twin of heat exchange stationen
dc.type.driverconferenceObjecten
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
sync.item.dbidVAV-189139en
sync.item.dbtypeVAVen
sync.item.insts2024.10.14 11:03:20en
sync.item.modts2024.09.17 16:32:05en
thesis.grantorVysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií. Ústav automatizace a měřicí technikycs
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