广东工业大学学报 ›› 2012, Vol. 29 ›› Issue (2): 79-84.doi: 10.3969/j.issn.1007-7162.2012.02.016

• 综合研究 • 上一篇    下一篇

一类多变量不确定非线性系统的自适应模糊监督控制

  

  1. 广东工业大学 应用数学学院, 广东 广州 510520
  • 出版日期:2012-06-25 发布日期:2012-06-25
  • 作者简介:李岚（1986-），女，硕士研究生，主要研究方向为微分动力方程.

Adaptive Fuzzy Control for a Class of Uncertain Nonlinear MIMO Systems with Supervisory Control Performance

  1. School of Applied Mathematics, Guangdong University of Technology, Guangzhou 510520， China
  • Online:2012-06-25 Published:2012-06-25

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摘要： 针对一类不确定非线性多变量系统，应用带有监督控制功能的间接型自适应模糊控制方法，在不要求被控系统增益矩阵可逆的条件下设计了自适应控制器.这种自适应控制器不仅能够保证闭环系统的所有信号有界，而且使跟踪误差收敛到原点的一个小领域内.仿真结果表明了该方法的有效性.

关键词: 非线性系统；自适应模糊控制；监督控制；不确定性

Abstract: By using the indirect adaptive fuzzy control approach with supervisory control performance, the adaptive controllers are proposed for a class of uncertain MIMO nonlinear systems under the mathematic conditions where the gain matrices need not be nonsingular. The proposed adaptive controllers can ensure not only the all signals of closed-loop systems are bounded but also the tracking error converges to a small neighborhood of the origin. The simulation results verify the effectiveness of the approach.

Key words: nonlinear systems；adaptive fuzzy control；supervisory control；uncertainty

［1］ Wang L X. Stable adaptive fuzzy control of nonlinear systems［J］. IEEE Translations on Fuzzy Systems, 1993,1(2):146-155.

［2］ Krstic M, Kanellakopoulos I, Kokotovic P. Nonlinear and Adaptive Control Design［M］. New York: Wiley, 1995.

［3］ Chen B S, Lee C H, Chang Y C. H∞tracking design of uncertain nonlinear SISO systems: Adaptive fuzzy approach［J］. IEEE Translations on Fuzzy Systems,1996,4(1):32-43.

［4］ Tong S C, Li H X, Wang W. Observerbased adaptive fuzzy control for SISO nonlinear systems［J］. Fuzzy Sets and Systems, 2004,148(3):355-376.

［5］ Enns D F.Rocket stabilization as a structured singular value synthesis design example［J］.    IEEE Control Systems Magazine,1991,11(4):2514-2517.

［6］ 崔家骥.现代控制系统设计理论的新发展［M］.北京:科学出版社,1996. 

［7］ Li H X, Tong S C. A hybrid adaptive fuzzy control for a class of nonlinear MIMO systems［J］. IEEE Translations on Fuzzy Systems, 2003,11(1):24-34.

［8］ Tong S C，Li H X. Fuzzy adaptive slidingmode control for MIMO nonlinear systems［J］. IEEE Translations on Fuzzy Systems,2003,11(3): 354-360.

［9］ 刘艳军, 王伟.一类多变量非线性系统的自适应模糊控制［J］.自动化学报,2007,33(11): 11631169.

〖DW〗Liu Yanjun,Wang Wei.Adaptive Fuzzy Control for a Class of Multivariable Nonlinear Systems［J］.Acta Automatioca sinica,2007,33(11):1163-1169.

［10］王立新.模糊系统与模糊控制教程［M］.北京: 清华大学出版社, 2003.

［11］ JeanJacques E Slotine, Li Weiping.应用非线性控制［M］.程代展译.北京: 机械工业出版社,2006.    
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