基于T-S模糊模型和状态估计器的状态反馈预测控制

Liu Xiaomei, Li Shengtao, Zhang Kanjian, Dong Xiujuan, Jin Yuanwei
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引用次数: 2

摘要

采用T-S模糊模型作为预测模型,得到输出估计值,并利用可用的过程变量对输出估计值进行校正。然后根据最优控制理论,通过修正后的估计值和设定点,计算出控制律,用于控制整个系统。将状态估计器引入到基于T-S模糊模型的状态反馈预测控制中,用于估计不可测状态,解决状态不可测在求解状态反馈预测控制律时产生的问题。最后通过一个算例说明了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
State feedback predictive control based on T-S fuzzy model and state estimator
A T-S fuzzy model is used as predictive model to get estimated value of output, and corrects the estimated output value by using the available process variable. Then in terms of optimal control theory, the control law, which is used to control the whole system, is calculated by the corrected estimated value and set-point. State estimator is introduced into state feedback predictive control based on T-S fuzzy model to estimate immeasurable state and solve the problem caused by immeasurable state when solving state feedback predictive control law. Finally, a numerical example is given to illustrate the effectiveness of the proposed method.
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