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Generative AI Co-Pilot for Rapid Prototyping of IEC 61499 Control Applications
Aalto University, Department of Electrical Engineering and Automation, Espoo, Finland.
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.ORCID-id: 0000-0001-9148-946X
Aalto University, Department of Electrical Engineering and Automation, Espoo, Finland.
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap. Aalto University, Department of Electrical Engineering and Automation, Espoo, Finland.ORCID-id: 0000-0002-9315-9920
2024 (engelsk)Inngår i: 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation - ETFA 2024 / [ed] Tullio Facchinetti, Angelo Cenedese, Lucia Lo Bello, Stefano Vitturi, Thilo Sauter, Federico Tramarin, IEEE, 2024Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

This 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.

sted, utgiver, år, opplag, sider
IEEE, 2024.
Emneord [en]
Co-pilot, IEC 61499, FBD generation
HSV kategori
Forskningsprogram
Distribuerade datorsystem; Kommunikations- och beräkningssystem
Identifikatorer
URN: urn:nbn:se:ltu:diva-110688DOI: 10.1109/ETFA61755.2024.10711156Scopus ID: 2-s2.0-85207830743OAI: oai:DiVA.org:ltu-110688DiVA, id: diva2:1912585
Konferanse
IEEE International Conference on Emerging Technologies and Factory Automation (EFTA 2024), Padova, Italy, September 10-13, 2024
Merknad

Funder: Horizon Europe (101057083); 

ISBN for host publication: 979-8-3503-6123-0;

Tilgjengelig fra: 2024-11-12 Laget: 2024-11-12 Sist oppdatert: 2024-11-12bibliografisk kontrollert

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Liakh, TatianaVyatkin, Valeriy

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Totalt: 54 treff
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