Generative AI Co-Pilot for Rapid Prototyping of IEC 61499 Control Applications

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dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorOvsiannikova, Polina
dc.contributor.authorLiakh, Tatiana
dc.contributor.authorJhunjhunwala, Pranay
dc.contributor.authorVyatkin, Valeriy
dc.contributor.departmentDepartment of Electrical Engineering and Automationen
dc.contributor.editorFacchinetti, Tullio
dc.contributor.editorCenedese, Angelo
dc.contributor.editorBello, Lucia Lo
dc.contributor.editorVitturi, Stefano
dc.contributor.editorSauter, Thilo
dc.contributor.editorTramarin, Federico
dc.contributor.groupauthorInformation Technologies in Industrial Automationen
dc.contributor.organizationLuleå University of Technology
dc.date.accessioned2026-02-04T06:34:15Z
dc.date.available2026-02-04T06:34:15Z
dc.date.issued2024
dc.descriptionPublisher Copyright: © 2024 IEEE. | openaire: EC/HE/101057083/EU//Zero-SWARM
dc.description.abstractThis work develops a concept of a natural language co-pilot for the creation of IEC 61499 applications to accelerate initial testing and development. The co-pilot addresses the challenge of generating the correct function blocks that can be opened in popular IEC 61499 IDEs. In our case study, we focus on the generation of the centralised controller that operates particular equipment to perform a defined process. In addition, we have developed a scheme for how the co-pilot will be integrated into the FBME IDE as an AI assistant in the next steps. In the discussion, we provide valuable information for future co-pilot developers on the possible problems they might face in this area and how to overcome them.en
dc.description.versionPeer revieweden
dc.format.extent4
dc.format.mimetypeapplication/pdf
dc.identifier.citationOvsiannikova, P, Liakh, T, Jhunjhunwala, P & Vyatkin, V 2024, Generative AI Co-Pilot for Rapid Prototyping of IEC 61499 Control Applications. in T Facchinetti, A Cenedese, L L Bello, S Vitturi, T Sauter & F Tramarin (eds), 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation, ETFA 2024. IEEE International Conference on Emerging Technologies and Factory Automation, ETFA, IEEE, IEEE International Conference on Emerging Technologies and Factory Automation, Padova, Italy, 10/09/2024. https://doi.org/10.1109/ETFA61755.2024.10711156en
dc.identifier.doi10.1109/ETFA61755.2024.10711156
dc.identifier.isbn979-8-3503-6123-0
dc.identifier.issn1946-0740
dc.identifier.issn1946-0759
dc.identifier.otherPURE UUID: a2c82207-d45e-41a1-8cda-a9f3359b6f78
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/a2c82207-d45e-41a1-8cda-a9f3359b6f78
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/208245891/Generative_AI_Co-Pilot_for_Rapid_Prototyping_of_IEC_61499_Control_Applications.pdf
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/143020
dc.identifier.urnURN:NBN:fi:aalto-202602042382
dc.language.isoenen
dc.relationinfo:eu-repo/grantAgreement/EC/HE/101057083/EU//Zero-SWARM
dc.relation.ispartofIEEE International Conference on Emerging Technologies and Factory Automationen
dc.relation.ispartofseries2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation, ETFA 2024en
dc.relation.ispartofseriesIEEE International Conference on Emerging Technologies and Factory Automation, ETFAen
dc.rightsopenAccessen
dc.rightsCC BY
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subject.keywordco-pilot
dc.subject.keywordFBD generation
dc.subject.keywordIEC 61499
dc.titleGenerative AI Co-Pilot for Rapid Prototyping of IEC 61499 Control Applicationsen
dc.typeA4 Artikkeli konferenssijulkaisussafi
dc.type.versionacceptedVersion

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