改进的T-S模糊模型鲁棒稳定条件及其在转台控制中的应用

齐丽, 杨俊友

齐丽, 杨俊友. 改进的T-S模糊模型鲁棒稳定条件及其在转台控制中的应用[J]. 信息与控制, 2009, 38(4): 417-424.
引用本文: 齐丽, 杨俊友. 改进的T-S模糊模型鲁棒稳定条件及其在转台控制中的应用[J]. 信息与控制, 2009, 38(4): 417-424.
QI Li, YANG Jun-you. Improved Robust Stability Condition of T-S Fuzzy Model and Its Application to Turntable Control[J]. INFORMATION AND CONTROL, 2009, 38(4): 417-424.
Citation: QI Li, YANG Jun-you. Improved Robust Stability Condition of T-S Fuzzy Model and Its Application to Turntable Control[J]. INFORMATION AND CONTROL, 2009, 38(4): 417-424.

改进的T-S模糊模型鲁棒稳定条件及其在转台控制中的应用

基金项目: 国家自然科学基金资助项目(50375102)
详细信息
    作者简介:

    齐丽(1973- ),女,讲师.研究领域为永磁电机控制,模糊系统.
    杨俊友(1963- ),男,教授.研究领域为永磁电机及其控制,智能控制理论及其在电气传动中的应用.

  • 中图分类号: TP13

Improved Robust Stability Condition of T-S Fuzzy Model and Its Application to Turntable Control

  • 摘要: 提出了参数不确定T-S模糊系统的新型鲁棒镇定条件.该条件表示为线性矩阵不等式(LMI)的形式,将模糊子系统的相互关系收集到一系列矩阵而不是单个矩阵中,因此比近期刊出文献中的宽松二次镇定条件具有更小的保守性.以该LMI条件为基础,容易得到不确定T-S模糊控制系统的状态反馈鲁棒镇定控制器.由于只涉及一组LMI,控制器设计简单并易于数值求解.在转台这一具有参数不确定性的连续时间非线性系统的控制中,所提方法的有效性得到成功验证.
    Abstract: A new robust stabilization condition for the T-S(Takagi-Sugeno) fuzzy system with parametric uncertainties is proposed.The condition is represented in the form of linear matrix inequalities(LMIs),and is shown to be less conservative than some relaxed quadratic stabilization conditions published recently since it collects the interactions of fuzzy subsystems into a set of matrices,not just into a single matrix.Based on the derived LMI-based conditions,it is easy to get the state feedback robust stabilizing controller for the uncertain T-S fuzzy systems.Since only a set of LMIs are involved,the controller design is quite simple and numerically tractable.Finally,the validity of the proposed approach is successfully demonstrated in the control of a turntable system,which is a continuous-time nonlinear system with parametric uncertainties.
  • [1] Kiriadis K.Fuzzy model-based control of complex plants[J].IEEE Transactions on Fuzzy Systems,1998,6(4):517~529
    [2] Tanaka K,Ikeda T,Wang H O.Fuzzy regulators and fuzzy observers:Relaxed stability conditions and LMI-based designs[J].IEEE Transactions on Fuzzy Systems,1998,6(2):250~265
    [3] Lee H J,Park J B,Chen G R.Robust fuzzy control of nonlinear systems with parametric uncertainties[J].IEEE Transactions on Fuzzy Systems,2001,9(2):369~379
    [4] Cao S G,Rees N W,Feng G.H control of uncertain fuzzy continuous-time systems[J].Fuzzy Sets and Systems,2000,115(2):171~190
    [5] Akhenak A,Chadli M,Maquin D,et al.State estimation of uncertain multiple model with unknown inputs[A].Proceedings of the IEEE Conference on Decision and Control[C].Piscataway,NJ,USA:IEEE,2004.3563~3568
    [6] Kim E,Lee H.New approaches to relaxed quadratic stability condition of fuzzy control systems[J].IEEE Transactions on Fuzzy systems,2000,8(5):523~534
    [7] Wang H O,Tanaka K,Griffin M E An approach to fuzzy control of nonlinear systems:Stability and design issues[J].IEEE Transactions on Fuzzy Systems,1996,4(1):14~23
    [8] Joh J,Chen Y H,Langari R.On the stability issues of linear Takagi-Sugeno fuzzy models[J].IEEE Transactions on Fuzzy Systems,1998,6(3):402~410
    [9] Wang W J,Sun C S,Louh L.Relaxed stability conditions for T-S fuzzy systems[A].Annual Conference of the North American Fuzzy Information Processing Society[C].Piscataway,NJ,USA:IEEE,2001.221~226
    [10] Liu X D,Zhang Q L.New approaches to H controller designs based on fuzzy observers for T-S fuzzy systems via LMI[J].Automatica,2003,39(9):1571~1582
    [11] Fang C H,Liu Y S,Kau S W,et al.A new LMI-based approach to relaxed quadratic stabilization of T-S fuzzy control systems[J].IEEE Transactions on Fuzzy Systems,2006,14(3):386~397
    [12] Tong S C,Li H H.Observer-based robust fuzzy control of nonlinear systems with parametric uncertainties[J].Fuzzy Sets and Systems,2002,131(2):165~184
    [13] Chadli M,El Hajjaji A.Comment on "Observer-based robust fuzzy control of nonlinear systems with parametric uncertainties"[J].Fuzzy Sets and Systems,2006,157(9):1276~1281
    [14] Chadli M,El Hajjaji A.Output robust stabilisation of uncertain Takagi-Sugeno model[A].Proceedings of the 44th IEEE Conference on Decision and Control and the 2005 European Control Conference[C].Piscataway,NJ,USA:IEEE,2005.3393~3398
    [15] 张华.基于T-S模糊模型的转台伺服控制系统设计研究[D].哈尔滨:哈尔滨工业大学,2006.
计量
  • 文章访问数:  1720
  • HTML全文浏览量:  0
  • PDF下载量:  234
  • 被引次数: 0
出版历程
  • 收稿日期:  2008-05-19
  • 发布日期:  2009-08-19

目录

    /

    返回文章
    返回
    x