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2014 | OriginalPaper | Buchkapitel

Normalized Two Inputs Single Output Hammerstein System and Its Application

verfasst von : Jia-feng Zhao, Xiu-zhen Ma, An-ming Rong

Erschienen in: Unifying Electrical Engineering and Electronics Engineering

Verlag: Springer New York

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Abstract

In order to improve the description ability of Hammerstein system, the two inputs single output (TISO) Hammerstein system and normalized TISO (NTS) Hammerstein system are introduced and their mathematical representation are firstly presented. Through two input ports, the model can describe the nonlinearity influence of the two inputs to system output and normalizing two input variables can solve the parameters switching problem. The addressed models are applied in the nonlinear identification of supercharged boiler combustion system. The results show that the TISO nonlinear Hammerstein system can reflect the nonlinear influence of the two inputs to system output effectively and ideal identification accuracy can be obtained with only one set of parameters based on NTS Hammerstein system. So, the TISO Hammerstein system and NTS Hammerstein system improve the description of Hammerstein system greatly.

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Literatur
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Metadaten
Titel
Normalized Two Inputs Single Output Hammerstein System and Its Application
verfasst von
Jia-feng Zhao
Xiu-zhen Ma
An-ming Rong
Copyright-Jahr
2014
Verlag
Springer New York
DOI
https://doi.org/10.1007/978-1-4614-4981-2_217