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On Switched Regulator Design of Uncertain Nonlinear Systems Using Takagi-Sugeno Fuzzy Models

机译:基于Takagi-Sugeno模糊模型的不确定非线性系统的开关调节器设计

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摘要

This paper is concerned with the design of state-feedback switched controllers for a class of uncertain nonlinear plants described by Takagi-Sugeno (T-S) fuzzy models. The proposed methodology eliminates the need to find the membership function expressions to implement the control law, which is relevant in cases where the membership function depends on uncertain parameters. The design of the switched controllers is based on a minimum-type Lyapunov function and the minimization of the time derivative of this Lyapunov function. The conditions of the new stability criterion are represented by a kind of bilinear matrix inequalities (BMIs) that has been solved by the path-following method. A numerical example and the nonlinear control design of a magnetic levitator with uncertainties illustrate the procedure.
机译:本文涉及由Takagi-Sugeno(T-S)模糊模型描述的一类不确定非线性植物的状态反馈切换控制器的设计。所提出的方法消除了寻找用于执行控制律的隶属函数表达式的需要,这在隶属函数依赖于不确定参数的情况下是相关的。开关控制器的设计基于最小型Lyapunov函数以及该Lyapunov函数的时间导数的最小化。新的稳定性准则的条件由一种双线性矩阵不等式(BMI)表示,该不等式已通过路径跟踪方法解决。数值示例和具有不确定性的磁悬浮器的非线性控制设计说明了该过程。

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