JOURNAL OF CHEMICAL ENGINEERING OF JAPAN
Online ISSN : 1881-1299
Print ISSN : 0021-9592
Process Systems Engineering
Process Identification with a Flexible GARX Model
Akihiko YoneyaKimiaki SatoYoshitaka Togari
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2002 Volume 35 Issue 2 Pages 131-136

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Abstract
The purpose of this study is to propose a model structure for plant identification and evaluate its properties. Obtaining a good model for a plant is important to construct a control system and it requires a long time and considerable effort. The model accuracy largely depends on the model structure which provides a means to estimate the plant characteristics. The proposed model structure, which is a fraction of a linear combination of sets of proper transfer functions, is for a linear system, and is practical and reliable. A relatively accurate model can be estimated with the model readily compared with other models even under poor conditions. The obtained model is a continuous-time ARX type and applicable to many controller design methods by transferring the model to appropriate forms.
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© 2002 The Society of Chemical Engineers, Japan
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