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A State Observer for a Special Class of MIMO Nonlinear Systems and Its Application to Induction Motor

机译:一类特殊的MIMO非线性系统的状态观测器及其在异步电动机中的应用

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摘要

This paper presents an observer design methodology for a special class of MIMO nonlinear systems. First, we characterize the class of MIMO nonlinear systems that consists of the linear observable part and the nonlinear part with a block triangular structure. Also, the similarity transformation that plays an important role in proving the convergence of the proposed observer is generalized to MIMO systems. Since the gain of the proposed observer minimizes a nonlinear part of the system to suppress for the stability of the error dynamics, it improves the transient performance of the high gain observer. Moreover, by using the generalized similarity transformation, it is shown that under some observability and boundedness conditions, the proposed observer guarantees the global exponential convergence to zero of the estimation error. Finally, the simulation results for induction motor are included to illustrate the validity of our design scheme.
机译:本文提出了一种用于特殊类别的MIMO非线性系统的观测器设计方法。首先,我们描述了MIMO非线性系统的类别,它由线性可观察部分和具有块三角形结构的非线性部分组成。而且,在证明所提出的观测器的收敛性中起重要作用的相似性变换被推广到MIMO系统。由于所提出的观测器的增益使系统的非线性部分最小化,从而抑制了误差动态的稳定性,因此提高了高增益观测器的瞬态性能。此外,通过使用广义相似变换,表明在某些可观性和有界条件下,提出的观测器保证了估计误差为零的全局指数收敛。最后,包括感应电动机的仿真结果,以说明我们设计方案的有效性。

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