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Fuzzy Optimal Control Design for Discrete Affine Takagi-Sugeno Fuzzy Models: Application to a Biotechnological Process

机译:用于离散仿射Takagi-Sugeno模糊模型的模糊最优控制设计:应用于生物技术过程的应用

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In this paper, a systematic approach to design a number of optimal fuzzy linear quadratic regulators for discrete-time affine Takagi-Sugeno (T-S) models is proposed. T-S fuzzy models in which local dynamics in different state-space regions are represented explicitly by linear models with bias term are considered. We provide a systematic construction procedure for discrete-time T-S affine fuzzy controllers, based on the parallel distributed compensation technique. Finally, the optimal fuzzy control is applied to a biological wastewater treatment process in order to illustrate the effectiveness of the proposed approach.
机译:在本文中,提出了一种设计许多用于离散定时仿射Takagi-Sugeno(T-S)模型的最佳模糊线性二次调节器的系统方法。 T-S模糊模型,其中不同状态区域中的局部动态由偏置术语的线性模型明确表示。基于并行分布式补偿技术,我们为离散时间T-S仿射模糊控制器提供了一种系统的施工过程。最后,最佳模糊控制应用于生物废水处理过程,以说明所提出的方法的有效性。

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