Derivative-based Fuzzy Control Synthesis for Singular Takagi-Sugeno Fuzzy Systems with Perturbations

Wen‐Jer Chang, Che-Lun Su, Ming-Hsuan Tsai
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引用次数: 1

Abstract

This paper focuses on stabilization issues for the nonlinear singular systems with internal perturbations. A novel robust fuzzy control technique is investigated based on the state-derivative feedback approach. In this paper, the nonlinear perturbed singular systems are expressed by the uncertain Takagi-Sugeno fuzzy models. The so-called parallel distributed compensation method is applied to design the state-derivative feedback fuzzy controller. Considering the Takagi-Sugeno fuzzy perturbed singular systems, the Lyapunov stability theory is employed to derive sufficient stability conditions with decay rate. Then transform these stability conditions into a linear matrix inequality problem. In the end, a numerical example is provided to verify the applicability of the proposed robust fuzzy controller design method.
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扰动奇异Takagi-Sugeno模糊系统的导数模糊控制综合
研究一类具有内摄动的非线性奇异系统的镇定问题。研究了一种基于状态导数反馈的鲁棒模糊控制方法。本文用不确定Takagi-Sugeno模糊模型来表示非线性摄动奇异系统。将并行分布补偿方法应用于状态导数反馈模糊控制器的设计。针对Takagi-Sugeno模糊摄动奇异系统,利用Lyapunov稳定性理论导出了具有衰减率的充分稳定性条件。然后将这些稳定性条件转化为线性矩阵不等式问题。最后通过一个算例验证了所提出的鲁棒模糊控制器设计方法的适用性。
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