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一种基于LQ/变结构控制的多模型组合控制

Multiple-model composite control based on LQ/VSC
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摘要 针对一类含有参数跳变的非线性时变系统,提出了一种基于LQ与变结构控制的多模型组合控制方法。该方法在多模型及其切换的框架下,将全局鲁棒控制与多模型局部控制相结合,从而达到和保持整个系统的良好性能。首先,采用变结构控制理论设计全局鲁棒控制器,将被控系统的状态带到多模型局部控制器的作用区域以内。其次,在不同的特征点设计LQ固定控制器,按照一定的切换指标在局部固定模型中选择最佳固定模型以及相应的控制器将输出误差减小为零。仿真实验的结果表明了该方法的有效性。 To deal with a class of nonlinear time varying system with jumping parameters, an LQ/VSC based multiple-model composite control is proposed. The main idea is to combine a global robust controller with local fixed controllers within the framework of multiple models so as to achieve and maintain acceptable perform ante of the overall system. Firstly, the state of the system is brought to the effective region of the local fixed controllers by the global robust controller, which is designed by the VSC theory; secondly, a switching control is employed to decrease the output error to zero by means of designing different LQ controller at different character positions. The simulation results demonstrate the effectiveness of the proposed method.
出处 《系统工程与电子技术》 EI CSCD 北大核心 2009年第5期1194-1197,共4页 Systems Engineering and Electronics
基金 航空科学基金(2006ZC12004) 总装武器装备预研基金(9140A04050407JB3201)资助课题
关键词 非线性系统 组合控制 多模型 线性二次型 变结构控制 nonlinear system composite control multiple model LQ VSC
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参考文献14

  • 1Narendra Kumpati S, Jeyendran Balakrishnan. Improving transient response of adaptive control systems using multiple models and switching[C]//Proc, of the 32^nd Conference on Decision and Control, San Antonio, 1993:1067-1072.
  • 2Kumpati S. Narendra, Jeyendran balakrishnan, adaptive control using multiple models[J].IEEE Trans. on Automatic Control, 1997,42(2) : 171 - 187.
  • 3Narendra K S, Xiang C. Adaptive control of discrete-time systems using multiple rnodels[C]//Proc. of the 37^th IEEE Conference on Decision & Control, Tampa, 1998:3978-3983.
  • 4Middleton R H, Goodwin G C, Hilland D J. et al. Design issues in adaptive control [J]. IEEE Trans. on Automatic Control, 1988, 40(1): 50-58.
  • 5Morse A S, Mayse D Q, Goodwin G C. Application of hysteresis switching in parameter adaptive control[J]. IEEE Trans. on Automatic Control, 1992, ,10(9) : 1273 - 1274.
  • 6任光,刘军,朱利民.并行多参考模型卡尔曼滤波系统仿真研究[J].系统仿真学报,2000,12(6):660-663. 被引量:5
  • 7Wang Xin, Wang Zhongjie, Li Shaoyuan, et al. Nonlinear dy namical decoupling controller using multiple neural network models[C]//Proc.of the 6^th World Congress on Intelligent Control and Automation, Dalian, China, 2006:2763 -2767.
  • 8Jostein Hansen, Johansen Tor A. Transient performance, resetting and filtering in nonlinear multiple model adaptive control[C]//Proc. of the American Control Conference, Boston, 2004 : 1223 - 1228.
  • 9Fu Yue, Chai Tianyou, Wang Hong. Nonlinear indirect adaptive decoupling control based on neural networks and multiple models [C]//Proc. of the American Control Conference, Minneapolis, 2006: 3692-3697.
  • 10孙维,李晓理,王伟.基于多模型的非线性系统自适应最小方差控制[J].控制理论与应用,2002,19(4):639-643. 被引量:15

二级参考文献26

  • 1席裕庚,王凡.非线性系统预测控制的多模型方法[J].自动化学报,1996,22(4):456-461. 被引量:61
  • 2Yue H,Chai T Y.Adaptive Decoupling Control of Multivariable Nonlinear Nonminimun Phase Systems Using Neural Networks[A].Proc of the American Control Conf[C].Philadelphia,1998:513-514.
  • 3岳恒 柴天佑.一类多变量非线性系统的神经网络自适应解耦控制[J].信息与控制,1999,28(7):607-612.
  • 4Chen L J,Narendra K S.Nonlinear Adaptive Control Using Neural Networks and Multiple Models[J].Automatica,2001,37:1245-1255.
  • 5Chen L J,Narendra K S.Intelligent Control Using Multiple Neural Networks[J].Int J of Adaptive Control and Signal Process,2003,17:417-430.
  • 6Chai T Y.A Self-tuning Decoupling Controller for a Class of Multivariable Systems and Global Convergence Analysis[J].IEEE Trans on Automatic Control,1988,33(8):767-771.
  • 7Cabrera J B D,Narendra K S.Issues in the Application of Neural Networks for Tracking Based on Inverse Control[J].IEEE Trans on Automatic Control,1999,44(11):2007-2027.
  • 8Chen L,Narendra K S.Identification and Control of a Nonlinear Dynamical System Based on Its Linearization:Part Ⅱ[A].Proc of the American Control Conf[C].Florida,2002:382-387.
  • 9Hilhorst R A, Amerongen J Van, et al. A supervisor for control of mode- switch processes [J]. Automatica, 1994, 30(8): 1319-1331.
  • 10Narendra K S, Balakrishnan J. Adaptive control using multiple models[J]. IEEE Transaction Automatic Control, 1997, 42(2):171-187.

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