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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 tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.ORCID-id: 0000-0003-2936-4185
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.ORCID-id: 0000-0002-9315-9920
2017 (engelsk)Inngår i: IEEE Transactions on Industrial Informatics, ISSN 1551-3203, E-ISSN 1941-0050, Vol. 13, nr 4, s. 1763-1771, artikkel-id 7936605Artikkel i tidsskrift (Fagfellevurdert) 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.

sted, utgiver, år, opplag, sider
Institute of Electrical and Electronics Engineers (IEEE), 2017. Vol. 13, nr 4, s. 1763-1771, artikkel-id 7936605
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Kommunikations- och beräkningssystem
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URN: urn:nbn:se:ltu:diva-64253DOI: 10.1109/TII.2017.2710224ISI: 000406933400027Scopus ID: 2-s2.0-85029434027OAI: oai:DiVA.org:ltu-64253DiVA, id: diva2:1112180
Merknad

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

Tilgjengelig fra: 2017-06-20 Laget: 2017-06-20 Sist oppdatert: 2018-07-10bibliografisk kontrollert

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Patil, SandeepVyatkin, Valeriy

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