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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.
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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
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Chinese Cited Count:
30 Days PV: 9
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