Design of a controller using successive approximation for singularly perturbed bilinear systems

J. Chang, B. Kim, M. Lim
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引用次数: 1

Abstract

The infinite time optimum to regulate the problem of singularly perturbed bilinear systems with a quadratic performance criterion is obtained by a sequence of algebraic Lyapunov equations. The new approach is based on successive approximations. In particular, the order reduction is achieved by using a suitable state transformation so that the original Lyapunov equations are decomposed into the reduced-order local Lyapunov equations. In addition, the slow part of the solution and the fast part solution are now completely decoupled so that the numerical ill-conditioning is removed. The proposed algorithms not only solve the optimal control problems in singularly perturbed bilinear systems but also reduce the computation time. This paper also includes an example to demonstrate the procedures.
奇摄动双线性系统的逐次逼近控制器设计
利用一系列代数李雅普诺夫方程,得到了具有二次性能准则的奇异摄动双线性系统的无限时间最优调节问题。这种新方法是基于逐次逼近的。特别地,通过适当的状态变换实现了降阶,从而将原始Lyapunov方程分解为降阶局部Lyapunov方程。此外,解的慢速部分和快速部分完全解耦,从而消除了数值病态。该算法不仅解决了奇异摄动双线性系统的最优控制问题,而且减少了计算时间。本文还包括一个示例来演示该过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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