Multivariable fuzzy generalized predictive control

被引：4
|
作者：
Huaguang, Z [1 ]
Cai, L
机构：
[1] Northeastern Univ, Dept Automat Control, Shenyang 110006, Peoples R China
[2] Hong Kong Univ Sci & Technol, Dept Mech Engn, Kowloon, Hong Kong, Peoples R China
来源：
CYBERNETICS AND SYSTEMS | 2002年 / 33卷 / 01期
关键词：
D O I：
10.1080/019697202753306505
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
A Takagi-Sugeno (T-S) fuzzy model is used to express non-linear dynamic systems with time-delay in this paper, and an on-line identification algorithm is presented regarding its parameters and structures. A multivariable fuzzy generalized predictive control approach is proposed based on the identified fuzzy model by means of the generalized predictive control principle. The closed-loop stability is analyzed in detail. A simulation study for the multivariable load system of a boiler-turbine unit shows that the approach is superior to convention load control systems.
引用
收藏
页码：69 / 99
页数：31
相关论文
共 50 条
  • [31] Multivariable fuzzy predictive functional control of a MIMO nonlinear system
    Oblak, S
    Skrjanc, I
    [J]. 2005 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL & 13TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1 AND 2, 2005, : 1029 - 1034
  • [32] Fuzzy generalized predictive control and its application
    Zhang, Huaguang
    Lu, Jianhong
    Chen, Laijiu
    [J]. Zidonghua Xuebao/Acta Automatica Sinica, 1993, 19 (01): : 9 - 17
  • [33] Generalized predictive control with fuzzy soft constraints
    Li, SY
    Xi, YG
    [J]. NINTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2000), VOLS 1 AND 2, 2000, : 411 - 416
  • [34] Generalized predictive control with fuzzy constraints simulation
    Li, SY
    Du, GN
    Qu, WD
    [J]. COMPUTATIONAL INTELLIGENT SYSTEMS FOR APPLIED RESEARCH, 2002, : 260 - 267
  • [35] SUPERVISORY GENERALIZED PREDICTIVE CONTROL AND FAULT-DETECTION FOR MULTIVARIABLE ANESTHESIA
    LINKENS, DA
    MAHFOUF, M
    [J]. IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1994, 141 (02): : 70 - 82
  • [36] A fast algorithm for multivariable generalized predictive control of Rossler hyperchaotic system
    Chen Zhi-Wang
    Liu Wen-Long
    [J]. ACTA PHYSICA SINICA, 2011, 60 (05)
  • [37] Generalized Model Predictive Control for a Multivariable Boiler-Turbine Unit
    Karampoorian, Hossein Reza
    Mohseni, Reza
    [J]. 2011 11TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2011, : 811 - 814
  • [38] Multivariable generalized adaptive predictive control for coal tar distillatory tower
    [J]. Yan, Dekun, 2000, China University of Mining and Technology, China (29):
  • [39] Multivariable predictive control
    Zelinka, P
    [J]. NEW TRENDS IN DESIGN OF CONTROL SYSTEMS 1997, 1998, : 175 - 181
  • [40] Improved algorithm for multivariable generalized predictive control of diagonal CARIMA model
    National Key Laboratory of Industrial Control Technology, Institute of Advance Process Control, Zhejiang University, Hangzhou 310027, China
    [J]. Kong Zhi Li Lun Yu Ying Yong, 2007, 3 (423-426):
12345