Model Reference Tracking Control for Nonlinear Systems described by Takagi-Sugeno Structure (Invited Paper: SS-19 Recent Advances in Fuzzy Model-Based Control Design and Analysis)

被引:0
|
作者
Bezzaoucha, Souad [1 ]
Marx, Benoit [1 ]
Maquin, Didier [1 ]
Ragot, Jose [1 ]
机构
[1] Univ Lorraine, CRAN, UMR 7039, 2 Ave Foret de Haye, F-54516 Vandoeuvre Les Nancy, France
关键词
Takagi-Sugeno systems; observer-based control; reference tracking; STABILIZATION;
D O I
10.1109/FUZZ-IEEE.2013.6622398
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work concerns the model reference tracking control problem for nonlinear systems represented by Takagi-Sugeno (T-S) models, with a guaranteed L 2 performance to attenuate the tracking error for bounded reference inputs. The objective is to make the system state follow as closely as possible the model reference state. The control scheme is based on a parallel distributed compensation controller fed by a state observer for Takagi-Sugeno systems with unmeasurable premise variables. The observer/controller synthesis is formulated in terms of linear matrix inequalities. Systems with noise output measurements are also envisaged with the use of filter. Simulation example are given to illustrate the design procedures and tracking performance of the proposed approach.
引用
收藏
页数:8
相关论文
共 50 条
  • [41] A Takagi-Sugeno Fuzzy Model-Based Control Strategy for Variable Stiffness and Variable Damping Suspension
    Tang, Xin
    Ning, Donghong
    Du, Haiping
    Li, Weihua
    Gao, Yibo
    Wen, Weijia
    IEEE ACCESS, 2020, 8 : 71628 - 71641
  • [42] Output Tracking Control of a Nonlinear System Based on Takagi-Sugeno Fuzzy Model: Generalized Partial Eigenstructure Assignment Approach
    Soltanian, Farzad
    Shasadeghi, Mokhtar
    Mobayen, Saleh
    Skruch, Pawel
    IEEE ACCESS, 2024, 12 : 18520 - 18535
  • [43] Parallel distributed compensator design of tank level control based on fuzzy Takagi-Sugeno model
    Sadeghi, Mokhtar Sha
    Safarinejadian, Behrouz
    Farughian, Amir
    APPLIED SOFT COMPUTING, 2014, 21 : 280 - 285
  • [44] Modeling, H∞ control and stability analysis for structural systems using takagi-sugeno fuzzy model
    Chen, Cheng-Wu
    Yeh, Ken
    Chiang, Wei-Ling
    Chen, Chen-Yuan
    Wu, Deh-Juan
    JOURNAL OF VIBRATION AND CONTROL, 2007, 13 (11) : 1519 - 1534
  • [45] A new approach to fuzzy estimation of Takagi-Sugeno model and its applications to optimal control for nonlinear systems
    Al-Hadithi, Basil M.
    Jimenez, Agustin
    Matia, Fernando
    APPLIED SOFT COMPUTING, 2012, 12 (01) : 280 - 290
  • [46] Adaptive model reference control based on Takagi-Sugeno fuzzy models with applications to flexible joint manipulators
    Lee, J
    Lim, JH
    Park, CW
    Kim, S
    KSME INTERNATIONAL JOURNAL, 2004, 18 (03): : 337 - 346
  • [47] Tracking Control Based on Takagi-Sugeno Fuzzy Descriptor Model for Overhead Crane Combined With Input Shaping
    Nguyen, Hoang-Phat
    Bui, Ngoc-Tam
    Nguyen, Thi-Van-Anh
    IEEE ACCESS, 2024, 12 : 127507 - 127521
  • [48] Adaptive model reference control based on Takagi-Sugeno fuzzy models with applications to flexible joint manipulators
    Jongbae Lee
    Joon-hong Lim
    Chang-Woo Park
    Seungho Kim
    KSME International Journal, 2004, 18 : 337 - 346
  • [49] Photovoltaic grid-connected inverter with current tracking control based on Takagi-Sugeno fuzzy model
    Yu R.
    Wei X.
    Qin Q.
    Wu X.
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2010, 26 (05): : 240 - 245
  • [50] Fault-tolerant model-based predictive control using multiple Takagi-Sugeno fuzzy models
    Ichtev, A
    Hellendoorn, J
    Babuska, R
    Mollov, S
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 346 - 351