Fuzzy Remodeling and Synthesys of the Class of Nonlinear Systems Based on the Invariant Ellipsoid Technique

Yuri V. Talagaev
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引用次数: 1

Abstract

An approach that allows performing the synthesis of a class of nonlinear systems under bounded exogenous disturbances is presented. Its implementation includes two stages. At the first stage the given nonlinear system is replaced by the equivalent Takagi-Sugeno fuzzy model. At the second stage via generalization of the method of invariant ellipsoids we solve the problem of finding fuzzy control that stabilizes the closed-loop system and provides optimal rejection of the effect of exogenous disturbances. The numerical testing results showing the efficiency of the offered method are presented.
基于不变椭球技术的一类非线性系统模糊重构与综合
提出了一种在有界外源扰动下对一类非线性系统进行综合的方法。其实施包括两个阶段。在第一阶段,将给定的非线性系统替换为等效的Takagi-Sugeno模糊模型。在第二阶段,通过推广不变椭球体的方法,我们解决了寻找模糊控制的问题,使闭环系统稳定并提供最优的抑制外源干扰的影响。数值试验结果表明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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