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Reconstruction of Function Block Logic Using Metaheuristic Algorithm
Computer Technologies Laboratory, ITMO University, St. Petersburg.
Computer Technologies Laboratory, ITMO University, St. Petersburg.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science.ORCID iD: 0000-0002-9315-9920
2017 (English)In: IEEE Transactions on Industrial Informatics, ISSN 1551-3203, E-ISSN 1941-0050, Vol. 13, no 4, 1763-1771 p., 7936605Article in journal (Refereed) Published
Abstract [en]

An approach for automatic reconstruction of automation logic from execution scenarios using a metaheuristic algorithm is proposed. IEC 61499 basic function blocks are chosen as implementation language and reconstruction of Execution Control Charts for basic function blocks is addressed. The synthesis method is based on a metaheuristic algorithm that combines ideas from ant colony optimization and evolutionary computation. Execution scenarios can be recorded from testing legacy software solutions. At this stage results are only limited to generation of basic function blocks having only Boolean input/output variables.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2017. Vol. 13, no 4, 1763-1771 p., 7936605
National Category
Computer Science
Research subject
Dependable Communication and Computation Systems
Identifiers
URN: urn:nbn:se:ltu:diva-64253DOI: 10.1109/TII.2017.2710224ISI: 000406933400027Scopus ID: 2-s2.0-85029434027OAI: oai:DiVA.org:ltu-64253DiVA: diva2:1112180
Note

Validerad;2017;Nivå 2;2017-08-14 (rokbeg)

Available from: 2017-06-20 Created: 2017-06-20 Last updated: 2017-11-24Bibliographically approved

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Patil, SandeepVyatkin, Valeriy

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