• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2010, Vol. 32 ›› Issue (6): 125-128.doi: 10.3969/j.issn.1007130X.2010.

• 论文 • 上一篇    下一篇

一类多变量非线性系统的特征模型

孙多青1,2,周志全1   

  1. (1.河北科技师范学院数学与系统科学研究所,河北 秦皇岛 066004;
    2.中国空间技术研究院北京控制工程研究所,北京 100190)
  • 收稿日期:2009-09-13 修回日期:2009-12-10 出版日期:2010-06-01 发布日期:2010-06-01
  • 通讯作者: 孙多青 E-mail:sun_duoqing@126.com
  • 作者简介:孙多青(1962),男,河北昌黎人,博士后,教授,研究方向为智能控制理论及其应用等;周志全,硕士生,研究方向为智能控制。
  • 基金资助:

    国家自然科学基金资助项目(60874055);河北科技师范学院重点学科和科研创新团队建设经费资助项目(CXTD201005);河北科技师范学院博士基金资助项目(2006D003)

A Characteristic Model for a Class of Multivariable Nonlinear Systems and Its Application in Satellite Attitude Control

SUN Duoqing1,2 ,ZHOU Zhiquan1   

  1. (1.Institute of Mathematics and System Science,Hebei Normal University of Science and Technology,Qinhuangdao 066004;
    2.Beijing Institute of Control Engineering,China Academy of Space Technology,Beijing 100190,China)
  • Received:2009-09-13 Revised:2009-12-10 Online:2010-06-01 Published:2010-06-01

摘要:

本文对一类多输入多输出高阶非线性系统从理论上详细推导出了其特征模型,并设计了基于特征模型的稳定的自适应模糊广义预测控制方案。由于控制结构中使用了分层模糊系统,因而极大地减少了模糊规则数目,提高了控制的实时性。此外,文中还将所设计的控制方案用于挠性卫星的姿态控制。仿真结果表明,该控制方法具有较强的鲁棒性,可实现高精度的卫星姿态控制。

关键词: 非线性系统, 特征模型, 分层模糊系统, 广义预测控制, 挠性卫星, 姿态控制

Abstract:

For a class of multiinput and multioutput highorder nonlinear systems, a characteristic model is theoretically deduced in detail. And a stable adaptive fuzzy generalized predictive control scheme based on the characteristic model is designed. Having applied hierarchical fuzzy systems in the control architecture, the number of rules in a fuzzy logic controller is reduced greatly, thus the control instantaneity can be improved. In addition,a designed control scheme is used to satellite attitude control by the authors. The simulation results show that the method possesses good robustness, and the higher precision of satellite attitude control can be achieved.

Key words: nonlinear system;characteristic model;hierarchical fuzzy system;generalized predictive control;flexible satellite;attitude control

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