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首页> 外文期刊>IEE Proceedings. Part D, Control Theory and Applications >Finite-time composite control for a class of singularly perturbed nonlinear systems via successive Galerkin approximation
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Finite-time composite control for a class of singularly perturbed nonlinear systems via successive Galerkin approximation

机译:一类奇异摄动非线性系统的有限时间复合控制,通过逐次Galerkin逼近

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摘要

This paper presents a new algorithm of the finite-time closed-loop composite control for a class of singularly perturbed nonlinear systems with respect to performance criteria, using the successive Galerkin approximation (SGA). The singularly perturbed nonlinear system is decomposed into two subsystems of a slow-time scale and a fast-time scale via singular perturbation theory, and then two optimal control laws are obtained to each subsystem using the SGA method. Composite control theory guarantees near-optimal closed-loop performance but the resulting problem is difficult to solve for nonlinear systems. To overcome the difficulties inherent in the optimal control problem, the suitable optimal feedback control law can be constructed in term of the approximated solution to a Hamilton-Jacobi-Bellman equation using SGA. The finite-time composite control law for singularly perturbed nonlinear systems is designed by a linear combination of the slow and fast variables.
机译:本文介绍了一种基于性能准则的一类奇异摄动非线性系统的有限时间闭环复合控制新算法。利用奇异摄动理论将奇摄动非线性系统分解为一个慢时标度和一个快速标度的两个子系统,然后利用SGA方法为每个子系统获得两个最优控制律。复合控制理论保证了接近最佳的闭环性能,但由此产生的问题对于非线性系统很难解决。为了克服最优控制问题中固有的困难,可以使用SGA根据Hamilton-Jacobi-Bellman方程的近似解构造合适的最优反馈控制律。奇异摄动非线性系统的有限时间复合控制律是通过慢速和快速变量的线性组合设计的。

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