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Sampled-Data Fuzzy Control with Guaranteed Cost for Nonlinear Parabolic PDE Systems via Static Output Feedback

  • University of Jinan

科研成果: 期刊稿件文章同行评审

摘要

This article introduces a sampled-data (SD) static output feedback fuzzy control (FC) with guaranteed cost for nonlinear parabolic partial differential equation (PDE) systems. First, a Takagi-Sugeno (T-S) fuzzy parabolic PDE model is employed to represent the nonlinear PDE system. Second, with the aid of the T-S fuzzy PDE model, a SD FC design with guaranteed cost under spatially averaged measurements is developed in the formulation of linear matrix inequalities by utilizing a time-dependent Lyapunov functional and inequality techniques, which can stabilize exponentially the PDE system while providing an optimized upper bound on the cost function. The membership functions of the proposed controller are determined by the measurement output and independent of the fuzzy PDE plant model. Finally, simulation results are presented to control the diffusion equation and the FitzHugh-Nagumo equation for demonstrating the effectiveness of the proposed method.

源语言英语
文章编号8826333
页(从-至)2452-2465
页数14
期刊IEEE Transactions on Fuzzy Systems
28
10
DOI
出版状态已出版 - 10月 2020

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