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Author:

Xu, Xiaoping (Xu, Xiaoping.) | Yin, Yuan (Yin, Yuan.) | Wang, Feng (Wang, Feng.) | Qian, Fucai (Qian, Fucai.)

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CPCI-S Scopus EI

Abstract:

Because nonlinear dynamic systems are various, they are still not well solved via the traditional identification methods. This paper supposes that an original dynamic system is described by Hammerstein model initially. Its transfer function can then be changed into a simple form via expansion, thus generating an intermediate model and its parameters are obtained by an impoved particle swarm optimization. Finally, the parameters are gotten by the corresponding parameters' relationships. Accordingly, the original system is identified. To demonstrate the feasibility of the proposed method, illustrative examples are included.

Keyword:

Evolutionary algorithm Hammerstein model System identification

Author Community:

  • [ 1 ] [Xu, Xiaoping; Yin, Yuan; Qian, Fucai] Xian Univ Technol, Sch Sci, Xian 710054, Peoples R China
  • [ 2 ] [Wang, Feng] Xi An Jiao Tong Univ, Sch Sci, Xian 710049, Peoples R China

Reprint Author's Address:

  • Xian Univ Technol, Sch Sci, Xian 710054, Peoples R China.

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Source :

EMERGING COMPUTATION AND INFORMATION TECHNOLOGIES FOR EDUCATION

ISSN: 1867-5662

Year: 2012

Volume: 146

Page: 49-+

Language: English

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: 0

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