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A digital twin architecture for real-time supervision of an olive oil production mill

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dc.contributor.authorScheifer, Hendrick
dc.contributor.authorJorge, Luísa
dc.contributor.authorPires, Flávia
dc.contributor.authorVaz, Clara B.
dc.date.accessioned2026-03-26T15:54:43Z
dc.date.available2026-03-26T15:54:43Z
dc.date.issued2025
dc.description.abstractThe food processing industry is a highly complex sector that is increasingly embracing Industry 4.0 technologies, such as Cyber-Physical Systems, Artificial Intelligence, the Internet of Things, and Digital Twins (DTs), to enhance efficiency, quality, and sustainability. While DTs have demonstrated promising results in industries like dairy, beverages, and chocolate, their implementation in olive oil production remains limited. Key challenges include the need to create models adaptable to different device categories and the lack of standardized methods for capturing and transferring data between physical assets and their virtual counternarts. This work proposes a scalable architecture, based on ISO 23247, for developing DTs that support decision-making, 3D visualization, and simulation. The architecture was experimen-tally validated through a case study of an olive oil production mill where a DT was implemented. The resulting application integrated essential features such as data- and event-driven production monitoring for rapid anomaly detection, as well as digital model management to ensure the DT evolved in step with changes in the physical system's infrastructure.eng
dc.description.sponsorshipThis work was supported by Plano de Recuperação e Resiliência, within the project “SustainOlive”, PRR-C05-i03-I-000187. The authors are also grateful to the Foundation for Science and Technology (FCT, Portugal) for financial support through national funds: UID/05757 - Research Centre in Digitalization and Intelligent Robotics (CeDRI); and SusTEC, LA/P/0007/2020 (DOI: 10.54499/LA/P/0007/2020).
dc.identifier.citationScheifer, Hendrick; Jorge, Luísa; Pires, Flávia; Vaz, Clara B. (2025). A digital twin architecture for real-time supervision of an olive oil production mill. In 12th International Conference on Internet of Things: Systems, Management and Security (IOTSMS). Lyon, France. ISSN 2832-3033. DOI: 10.1109/IOTSMS68530.2025.11408590
dc.identifier.doi10.1109/IOTSMS68530.2025.11408590
dc.identifier.issn2832-3033
dc.identifier.urihttp://hdl.handle.net/10198/36327
dc.language.isoeng
dc.peerreviewedyes
dc.publisherIEEE
dc.relationAssociate Laboratory for Sustainability and Tecnology in Mountain Regions
dc.relation.hasversionhttps://ieeexplore.ieee.org/abstract/document/11408590
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectDigital Twin
dc.subjectMonitoring
dc.subjectOlivel Oil Mill
dc.subjectIndustrial IoT
dc.subjectIndustry 4.0
dc.titleA digital twin architecture for real-time supervision of an olive oil production millpor
dc.typeconference proceedings
dspace.entity.typePublication
oaire.awardNumberLA/P/0007/2020
oaire.awardTitleAssociate Laboratory for Sustainability and Tecnology in Mountain Regions
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/LA%2FP%2F0007%2F2020/PT
oaire.citation.conferenceDate2025
oaire.citation.conferencePlaceLyon, France
oaire.citation.title12th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)
oaire.fundingStream6817 - DCRRNI ID
oaire.versionhttp://purl.org/coar/version/c_ab4af688f83e57aa
person.familyNameJorge
person.familyNameVaz
person.givenNameLuísa
person.givenNameClara B.
person.identifierR-001-FQC
person.identifier.ciencia-idAB16-0263-87CB
person.identifier.ciencia-id9611-3386-E516
person.identifier.orcid0000-0002-0623-7282
person.identifier.orcid0000-0001-9862-6068
person.identifier.ridF-5156-2014
person.identifier.ridF-1519-2016
person.identifier.scopus-author-id22134881600
person.identifier.scopus-author-id56352045500
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
relation.isAuthorOfPublication103e1f8c-bbdc-4ea3-a014-7b3b69ae5a00
relation.isAuthorOfPublication34bc350c-28d9-4b06-9874-b2b0dba58d1d
relation.isAuthorOfPublication.latestForDiscovery103e1f8c-bbdc-4ea3-a014-7b3b69ae5a00
relation.isProjectOfPublication6255046e-bc79-4b82-8884-8b52074b4384
relation.isProjectOfPublication.latestForDiscovery6255046e-bc79-4b82-8884-8b52074b4384

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