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author:

Huang, Y.-W. (Huang, Y.-W..) [1] (Scholars:黄宴委) | Li, J. (Li, J..) [2] | Jin, T. (Jin, T..) [3] (Scholars:金涛)

Indexed by:

Scopus PKU CSCD

Abstract:

Aiming at the plant with a time delay, a new control strategy for internal model control was proposed to set up an inverse model of the minimal phase subsystem by using extreme learning machine with in-out system datum. Moreover, the stable error for internal model control system with a delay unit was proposed to evaluate the system performance. The internal model control system based on extreme learning machine was employed to the plant with a delay and a continuous stirred tank reactor respectively. The experimental results indicate that the internal model control system based on extreme learning machine is realizable with a small stable error and strong robustness. © Copyright.

Keyword:

Delay; Extreme learning machine; Internal model control system; Inverse model; Stable error

Community:

  • [ 1 ] [Huang, Y.-W.]School of Electric Engineering and Automation, Fuzhou University, Fuzhou 350108, China
  • [ 2 ] [Li, J.]School of Electric Engineering and Automation, Fuzhou University, Fuzhou 350108, China
  • [ 3 ] [Jin, T.]School of Electric Engineering and Automation, Fuzhou University, Fuzhou 350108, China

Reprint 's Address:

  • 黄宴委

    [Huang, Y.-W.]School of Electric Engineering and Automation, Fuzhou University, Fuzhou 350108, China

Email:

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Source :

Journal of System Simulation

ISSN: 1004-731X

CN: 11-3092/V

Year: 2012

Issue: 11

Volume: 24

Page: 2302-2306

Cited Count:

WoS CC Cited Count:

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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