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Optimal control of a class of pseudo Euler-Lagrange systems

机译:一类伪欧拉拉格朗桑系统的最优控制

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摘要

This paper presents a solution of the optimal control problem for a class of pseudo Euler-Lagrange systems and proposes a systematic approach to find a Lyapunov function for stability analysis and controller synthesis for such systems. There are three main contributions of the paper. First, a systematic procedure is proposed and proved to construct a Lyapunov function for pseudo Euler-Lagrange system directly from the mathematical structure of the differential equations, without the need to determine any kinetic or potential energy of the system first. Second, control methodologies for pseudo Euler-Lagrange systems are also developed. In particular, an optimal controller is found for the case of second order dynamics yielding the same structure for the closed-loop Lyapunov function as the one derived from the systematic procedure outlined as the first contribution. Finally, the optimal control methodology is extended to systems with order higher than two for a class of triangular systems. The method proposed here works for any mathematical model in the class of pseudo Euler-Lagrange systems and is therefore not restricted to models of physical systems. Several examples illustrate the application of the novel approach, including mass-spring-damper systems and Van der Pol oscillators. Copyright (c) 2016 John Wiley & Sons, Ltd.
机译:本文提出了一类伪欧拉拉格朗法朗系统的最佳控制问题的解决方案,提出了一种系统的方法来查找Lyapunov功能,用于这种系统的稳定性分析和控制器合成。本文有三个主要贡献。首先,提出了一种系统的过程,并证明了直接从微分方程的数学结构构建用于伪欧拉拉格朗法朗系统的Lyapunov函数,而无需确定系统的任何动力学或潜在能量。其次,还开发了伪欧拉拉格朗日系统的控制方法。特别地,找到最佳控制器对于二阶动态的情况,产生闭环Lyapunov函数的相同结构,因为从作为第一贡献所概述的系统过程中导出的那种。最后,对于一类三角系统,最佳控制方法扩展到具有高于两个的订单的系统。此处提出的方法适用于伪欧拉拉格朗系统类别中的任何数学模型,因此不限于物理系统的模型。有几个例子说明了一种新方法的应用,包括质量弹簧阻尼系统和van der POL振荡器。版权所有(c)2016 John Wiley&Sons,Ltd。

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