Genetic programming applied to programmable logic controllers programming

The PLC Programmable Logic Controller programming is a time consuming task and it needs specific knowledge about the programming language and especially of the PLC, which makes it an expensive work by the need of a high qualified professional. This paper proposes a technique to create programs to PL...

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Vydáno v:Revista IEEE América Latina Ročník 9; číslo 3; s. 266 - 275
Hlavní autoři: Lajovic Carneiro, Marcos, Cunha Brito, Leonardo, Granato Araujo, Sergio, Miranda Machado, Paulo Cesar, Portela Carvalho, Paulo Henrique
Médium: Journal Article
Jazyk:angličtina
Vydáno: IEEE 01.06.2011
Témata:
automation
Computational modeling
Genetic programming
Handheld computers
Hardware
instruction list
ladder
PLC
Process control
Random access memory
Silicon
Software
ISSN:1548-0992, 1548-0992
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Shrnutí:The PLC Programmable Logic Controller programming is a time consuming task and it needs specific knowledge about the programming language and especially of the PLC, which makes it an expensive work by the need of a high qualified professional. This paper proposes a technique to create programs to PLCs by means of Genetic Programming (GP). As objective function, a group of scenarios were used, which represents the behavior of the automated ambient and that can be defined in an intuitive way without previous knowledge of the PLC or a programming language. The technique showed to be generic for many problems and efficient in finding fast different solutions. With an after-processing analysis, the results indicated parameters configuration that optimizes the genetic search.
ISSN:1548-0992
1548-0992
DOI:10.1109/TLA.2011.5893771