Reconstruction of function block logic using metaheuristic algorithm: Initial explorations

This paper presents an approach for automatic reconstruction of automation logic from execution scenarios using a metaheuristic algorithm. The IEC 61499 basic function blocks is chosen as implementation language and reconstruction of Execution Control Charts for basic function blocks is addressed. T...

Full description

Saved in:
Bibliographic Details
Main Authors: Chivilikhin, Daniil, Shalyto, Anatoly, Patil, Sandeep, Vyatkin, Valeriy
Format: Conference Proceeding
Language:English
Subjects:
Algorithm design and analysis
Computers
IEC Standards
Inference algorithms
Input variables
Labeling
Manipulators
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:This paper presents an approach for automatic reconstruction of automation logic from execution scenarios using a metaheuristic algorithm. The IEC 61499 basic function blocks is 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 most closely related to 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:1935-4576
2378-363X
DOI:10.1109/INDIN.2015.7281912