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Identification of FOPDT Process Using the Real-Coded Genetic Algorithm

Authors :
Gang-Wook Shin
Hong-Kyu Choi
Source :
Journal of the Korean Institute of Illuminating and Electrical Installation Engineers. 18:55-62
Publication Year :
2004
Publisher :
The Korean Institute of Illuminating and Electrical Installation Engineers, 2004.

Abstract

Even though FOPDT(First-Order Plus Dead-Time) process is most widely applied in the industrial control field, it is difficult to figure out a in precise process model because of the long dead-time problem. Also, control performance may be deteriorated due to the mismatch problem of plant and model. Thus, the accuracy of process identification is the most important problem in FOPDT process control. In this paper, the proposed method using real-coded genetic algorithm outperforms the existing estimation methods that use step-test responses. The proposed strategy obtained useful result through a number of simulation examples.

Details

ISSN :
12294691
Volume :
18
Database :
OpenAIRE
Journal :
Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
Accession number :
edsair.doi...........2f0552ea9f1f29f2bf0fd16338d6cfe3
Full Text :
https://doi.org/10.5207/jieie.2004.18.6.055