Reconstruction of Function Block Logic Using Metaheuristic Algorithm

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 synthesi...

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Veröffentlicht in:	IEEE transactions on industrial informatics 2017-08, Vol.13 (4), p.1763-1771
Hauptverfasser:	Chivilikhin, Daniil, Shalyto, Anatoly, Patil, Sandeep, Vyatkin, Valeriy
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Ant colony optimization Automatic model synthesis Automation Boolean algebra Control charts control system synthesis Dependable Communication and Computation Systems Evolutionary algorithms evolutionary computation Heuristic methods IEC Standards industrial automation software Inference algorithms Informatics Input variables Kommunikations- och beräkningssystem Programmable logic controllers Reconstruction Search problems Software
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Beschreibung
Zusammenfassung:	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.
ISSN:	1551-3203 1941-0050 1941-0050
DOI:	10.1109/TII.2017.2710224