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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 University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science.ORCID iD: 0000-0001-9148-946X
Aalto University, Department of Electrical Engineering and Automation, Espoo, Finland.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science. Aalto University, Department of Electrical Engineering and Automation, Espoo, Finland.ORCID iD: 0000-0002-9315-9920
2024 (English)In: 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, 2024Conference paper, Published paper (Refereed)
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.

Place, publisher, year, edition, pages
IEEE, 2024.
Keywords [en]
Co-pilot, IEC 61499, FBD generation
National Category
Computer Sciences
Research subject
Pervasive Mobile Computing; Dependable Communication and Computation Systems
Identifiers
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
Conference
IEEE International Conference on Emerging Technologies and Factory Automation (EFTA 2024), Padova, Italy, September 10-13, 2024
Note

Funder: Horizon Europe (101057083); 

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

Available from: 2024-11-12 Created: 2024-11-12 Last updated: 2024-11-12Bibliographically approved

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Liakh, TatianaVyatkin, Valeriy

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