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Author:

Liu, Guangjun (Liu, Guangjun.) | Xu, Xiaoping (Xu, Xiaoping.) | Wang, Feng (Wang, Feng.)

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Scopus SCOPUS

Abstract:

© 2014 IFSA Publishing, S. L. A modeling approach for a kind of the nonlinear dynamic system is studied in this paper. At first, suppose that the original nonlinear dynamic system is expressed by the nonlinear Hammerstein model, the transfer function of the model can then be changed into a linear form by using the function expansion, accordingly, an intermediate model is generated. Secondly, the parameters of the intermediate model are attained based on a fish swarm optimization algorithm. Thirdly, through the parameters relationships of the intermediate model and the Hammerstein model, we derive the parameters of the Hammerstein model; consequently, the modeling of the original nonlinear dynamic system is achieved. Finally, the feasibility of the presented modeling method for the nonlinear dynamic system is illustrated by the numerical simulation experiments.

Keyword:

Dynamic system Evolutionary algorithm Hammerstein model Modeling Nonlinear system

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Source :

Sensors and Transducers

ISSN: 1726-5479

Year: 2014

Issue: 4

Volume: 169

Page: 153-158

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

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