一类具有MIMO子系统的大型非线性系统的自适应模糊分散控制

Hassan A. Yousef, E. El-Madbouly, D. Eteim, Mohamed Hamdy
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引用次数: 41

摘要

提出了一类具有多输入多输出子系统的大型非线性系统的模糊基函数自适应分散控制方法。将HT跟踪理论与模糊控制设计相结合,提出了一种混合自适应鲁棒跟踪控制方案,使所有状态和信号都是有界的,保证了HT跟踪控制的性能。此外,每个子系统都能够自适应补偿未知界的干扰和互连。所得到的多控制器分散控制通过局部输出反馈保证了系统的稳定性和输出误差渐近收敛于零。通过对非线性电机模型的控制仿真,验证了所提控制器的有效性
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive Fuzzy Decentralized Control for a Class of Large-Scale Nonlinear Systems with MIMO Subsystems
This paper presents a fuzzy basis function approach for adaptive decentralized control of a class of large-scale nonlinear systems with MIMO subsystems. Hybrid adaptive-robust tracking control schemes which are based on a combination of the HT tracking theory, and fuzzy control design are developed such that all the states and signals are bounded and the HT tracking control performance is guaranteed. In addition, each subsystem is able to adaptively compensate for disturbances and interconnections with unknown bounds. The resultant decentralized control with multi-controller architecture guarantee stability and convergence of the output errors to zero asymptotically, by local output-feedback. Simulation results on the control of a model of a nonlinear electrical machine are presented to illustrate the effectiveness of the proposed controller
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