非线性系统状态相关riccati方程模型参考自适应控制设计

Naser Babaei, M. U. Salamci
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引用次数: 11

摘要

针对一类非线性系统,提出了一种新的模型参考自适应控制算法。所提出的MRAC方法采用非线性参考模型,其控制器采用所谓的状态相关里卡蒂方程(SDRE)技术设计。然后,通过使用SDRE方法,为非线性参考模型设计的控制器适用于(可能未知或不确定的)非线性植物动力学。通过一个倒立摆的仿真模型,验证了基于sre的MRAC对非线性系统的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
State dependent riccati equation based model reference adaptive control design for nonlinear systems
A new model reference adaptive control (MRAC) algorithm is presented for a class of nonlinear systems. The proposed MRAC method uses a nonlinear reference model whose controller is designed by using the so-called State Dependent Riccati Equation (SDRE) techniques. The controller designed for the nonlinear reference model is then adapted for the (presumably unknown or uncertain) nonlinear plant dynamics, again by using the SDRE methodology. The proposed methodology is exemplified by using the simulation model of an inverted pendulum, showing the effectiveness of SDRE-based MRAC for nonlinear systems.
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