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The optimal fuzzy robust regulator for TS discrete-time systems: An LMI approach

机译:TS离散时间系统的最佳模糊鲁棒调节器:LMI方法

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摘要

In this work, the problem of designing an optimal regulator for discrete-time nonlinear systems when the plant can be modelled by a Takagi-Sugeno (TS) fuzzy system is addressed. The approach analyzed in this paper, under certain conditions, guarantees the tracking of references and allows the performance of the controller to be improved by means of the inclusion of some cost functions. The main result is given in terms of linear matrix inequality techniques, meaning that the design of the controller can be obtained in a practical way. Finally, numerical simulations are carried out in order to illustrate the validity of the fuzzy regulator.
机译:在这项工作中,解决了当可通过Takagi-Sugeno(TS)模糊系统对工厂进行建模时为离散时间非线性系统设计最佳调节器的问题。本文所分析的方法在一定条件下可确保对参考的跟踪,并通过包含一些成本函数来提高控制器的性能。主要结果是根据线性矩阵不等式技术给出的,这意味着可以以实用的方式获得控制器的设计。最后,进行了数值模拟,以说明模糊调节器的有效性。

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