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一类非线性系统的模糊可靠控制器设计
Reliable Design of Fuzzy Controller for a Class of Nonlinear Systems
【摘要】 基于T-S模糊模型,从正常闭环系统的可靠性问题入手,利用线性矩阵不等式(LMI)方法,研究一类非线性系统的模糊可靠H∞控制器设计问题.首先,对前期已有的结果进行了描述和比较,然后给出了T-S模糊系统的数学模型,并以线性矩阵不等式(LMI)的形式提出了系统模糊可靠H∞控制器存在的充分条件和控制器设计方法.所设计的模糊可靠H∞控制器的设计方法简明,使得故障闭环系统二次稳定,满足H∞性能指标,便于应用.数值例子验证了结论的正确性和控制器设计方法的有效性.
【Abstract】 Based on the T-S fuzzy model and proceeding with the reliability of normally closed-loop systems,the reliable design of fuzzy controller for a class of nonlinear systems is discussed via linear matrix inequality(LMI).Describing and comparing the earlier works,the sufficient condition for the mathematical model of T-S fuzzy system is given in terms of LMI,with the design method of reliable controller proposed.The controller thus designed enables the fault closed-loop systems to be restabilized of with quadratic stability so as to satisfy the performance indices in applications.A numerical example is given to verify the effectiveness of the design procedure.
【Key words】 T-S fuzzy systems; quadratic stability; reliable controller; linear matrix inequality(LMI); H∞ control;
- 【文献出处】 东北大学学报(自然科学版) ,Journal of Northeastern University(Natural Science) , 编辑部邮箱 ,2008年11期
- 【分类号】TP13
- 【被引频次】1
- 【下载频次】71