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Delay-Dependent Fuzzy Hyperbolic Model Based on Data-Driven Guaranteed Cost Control for a Class of Nonlinear Continuous-Time Systems with Uncertainties

机译：一类不确定的非线性连续时间系统的基于数据驱动保证成本控制的时滞相关模糊双曲模型。

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摘要

This paper develops the fuzzy hyperbolic model with time-varying delays guaranteed cost controller design via state-feedback for a class of nonlinear continuous-time systems with parameter uncertainties. A nonlinear quadratic cost function is developed as a performance measurement of the closed-loop fuzzy system based on fuzzy hyperbolic model with time-varying delays. Some sufficient conditions for the existence of such a fuzzy hyperbolic model based on data-driven guaranteed cost controller via state feedback are presented by a set of linear matrix inequalities (LMIs). A simulation example is provided to illustrate the effectiveness of the proposed approach.
机译：针对一类具有参数不确定性的非线性连续时间系统，通过状态反馈建立了时变时滞保证的模糊双曲模型。基于时变时滞模糊双曲模型，开发了非线性二次成本函数作为闭环模糊系统的性能指标。一组线性矩阵不等式（LMI）给出了基于状态反馈的数据驱动保证成本控制器的模糊双曲模型存在的一些充分条件。提供了一个仿真示例来说明所提出方法的有效性。

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  • 来源
    《Mathematical Problems in Engineering》 |2012年第12期|780740.1-780740.17|共17页
  • 作者

    Gang Wang; Dongsheng Yang; Qingqi Zhao;

  • 作者单位

    School of Information Science and Engineering, Northeastern University, Shenyang , Liaoning 110819, China;

    School of Information Science and Engineering, Northeastern University, Shenyang , Liaoning 110819, China;

    Liaoning Electric Power Co., Ltd., Shenyang, Liaoning 110819, China;

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