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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Bibliographic Details
Published in:IEEE transactions on industrial informatics 2017-08, Vol.13 (4), p.1763-1771
Main Authors: Chivilikhin, Daniil, Shalyto, Anatoly, Patil, Sandeep, Vyatkin, Valeriy
Format: Article
Language:English
Subjects:
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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Summary: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