Equilibrium controllability analysis and input design of linear systems

Takumi Iwata, Shun-ichi Azuma, Ryo Ariizumi, Toru Asai, J. Imura
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Abstract

ABSTRACT In setpoint control, an equilibrium of the system to be controlled is typically employed as the setpoint. Thus, it is important to know the “possible equilibria” of the system, i.e. the value at which the state continues to stay by a suitable control input. Here, a possible equilibrium is called a controllable equilibrium. In this paper, we study two problems on controllable equilibria. First, we consider the problem of determining the set of controllable equilibria associated with constant inputs of magnitude one or less. Second, we address the problem of finding a constant input minimizing the distance between the resulting equilibrium and the desired state value. For each problem, we provide solutions in model-based and data-driven manners.
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线性系统的平衡可控性分析和输入设计
摘要 在设定点控制中,通常采用待控制系统的平衡点作为设定点。因此,了解系统的 "可能平衡点 "非常重要,即在适当的控制输入下,系统状态持续保持的值。这里,可能的平衡称为可控平衡。本文将研究两个关于可控平衡的问题。首先,我们考虑的问题是确定与幅度为 1 或更小的恒定输入相关的可控均衡集。其次,我们要解决的问题是,如何找到一个恒定输入,使所得到的均衡与期望状态值之间的距离最小。对于每个问题,我们都提供了基于模型和数据驱动的解决方案。
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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