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Author:

Hu, Jianchen (Hu, Jianchen.) | Ding, Bao-Cang (Ding, Bao-Cang.)

Indexed by:

EI Scopus SCIE Download Full text

Abstract:

In this paper, the fuzzy model predictive control for nonlinear system represented by a discrete-time Takagi-Sugeno model with norm-bounded disturbance is studied. An output feedback algorithm is proposed by parameterizing the infinite horizon control moves and estimated states into one free control move, one free estimated state followed by a dynamic output feedback law. Since the introduced free control move and free estimated state are decision variables, which bring more degrees of freedom for the optimization, larger feasibility region and better control performance can be achieved. By properly designing the constraints in optimization problem, the recursive feasibility is guaranteed, and the convergence of the closed-loop system to the neighborhood of the equilibrium is guaranteed. A numerical example is given to illustrate the effectiveness of the proposed algorithm. IEEE

Keyword:

Dynamic output feedback Free control free estimate state Fuzzy model predictive control Takagi-Sugeno modeling

Author Community:

  • [ 1 ] [Hu, Jianchen]Department of Automation, Xi'an Jiaotong University, 12480 Xi'an, Shaanxi China 710049 (e-mail: horacehu89@gmail.com)
  • [ 2 ] [Ding, Bao-Cang]Automation, Xi'an Jiao Tong University, Xi'an China 710049 (e-mail: baocangding@126.com)
  • [ 3 ] [Hu, Jianchen; Ding, Baocang] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Dept Automat, Xian 710049, Shaanxi, Peoples R China
  • [ 4 ] [Hu, Jianchen]Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Dept Automat, Xian 710049, Shaanxi, Peoples R China
  • [ 5 ] [Ding, Baocang]Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Dept Automat, Xian 710049, Shaanxi, Peoples R China

Reprint Author's Address:

  • Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Dept Automat, Xian 710049, Shaanxi, Peoples R China.

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Source :

IEEE Transactions on Fuzzy Systems

ISSN: 1063-6706

Year: 2019

Issue: 3

Volume: 27

Page: 462-473

9 . 5 1 8

JCR@2019

1 2 . 0 2 9

JCR@2020

ESI Discipline: ENGINEERING;

ESI HC Threshold:83

JCR Journal Grade:2

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 18

SCOPUS Cited Count: 25

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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