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Output Stability Analysis for Nonlinear Systems with Time Delays

机译:时滞非线性系统的输出稳定性分析

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摘要

Systems with time delays have a broad range of applications not only in control systems but also in many other disciplines such as mathematical biology, financial economics, etc. The time delays cause more complex behaviours of the systems. It requires more sophisticated analysis due to the infinite dimensional structure of the space spaces. In this thesis we investigate stability properties associated with output functions of delay systems.;Our primary target is the equivalent Lyapunov characterization of input-to-output stability (IOS). A main approach used in this work is the Lyapunov Krasovskii functional method. The Lyapunov characterization of the so called output-Lagrange stability is technically the backbone of this work, as it induces a Lyapunov description for all the other output stability properties, in particular for IOS. In the study, we consider two types of output functions. The first type is defined in between Banach spaces, whereas the second type is defined between Euclidean spaces. The Lyapunov characterization for the first type of output maps provides equivalence between the stability properties and the existence of the Lyapunov-Krasovskii functionals. On the other hand, as a special case of the first type, the second type output renders flexible Lyapunov descriptions that are more efficient in applications. In the special case when the output variables represent the complete collection of the state variables, our Lyapunov work lead to Lyapunov characterizations of ISS, complementing the current ISS theory with some novel results.;We also aim at understanding how output stability are affected by the initial data and the external signals. Since the output variables are in general not a full collection of the state variables, the overshoots and decay properties may be affected in different ways by the initial data of either the state variables or just only the output variables. Accordingly, there are different ways of defining notions on output stability, making them mathematically precisely. After presenting the definitions, we explore the connections of these notions. Understanding the relation among the notions is not only mathematically necessary, it also provides guidelines in system control and design.
机译:具有时间延迟的系统不仅在控制系统中而且在许多其他学科(例如数学生物学,金融经济学等)中都有广泛的应用。时间延迟导致系统的行为更加复杂。由于空间的无限尺寸结构,它需要更复杂的分析。在本文中,我们研究了与时滞系统的输出功能有关的稳定性。;我们的主要目标是对输入至输出稳定性(IOS)进行等效的Lyapunov表征。这项工作中使用的主要方法是Lyapunov Krasovskii功能方法。从技术上讲,所谓的输出拉格朗日稳定性的Lyapunov表征是这项工作的基础,因为它为所有其他输出稳定性(特别是IOS)引入了Lyapunov描述。在研究中,我们考虑两种类型的输出函数。第一种类型定义在Banach空间之间,而第二种类型定义在欧氏空间之间。第一类输出图的Lyapunov表征提供了稳定性和Lyapunov-Krasovskii泛函的存在性之间的对等关系。另一方面,作为第一种类型的特殊情况,第二种类型的输出呈现了灵活的Lyapunov描述,在应用程序中更有效。在特殊情况下,当输出变量代表状态变量的完整集合时,我们的Lyapunov工作导致了ISS的Lyapunov表征,以一些新颖的结果补充了当前的ISS理论。初始数据和外部信号。由于输出变量通常不是状态变量的完整集合,因此过冲和衰减属性可能受到状态变量或仅输出变量的初始数据以不同方式影响。因此,存在不同的方式来定义输出稳定性的概念,从而使它们在数学上精确。提出定义之后,我们探索这些概念的联系。理解概念之间的关系不仅在数学上是必要的,而且还为系统控制和设计提供了指导。

著录项

  • 作者单位

    Florida Atlantic University.;

  • 授予单位 Florida Atlantic University.;
  • 学科 Mathematics.
  • 学位 Ph.D.
  • 年度 2017
  • 页码 143 p.
  • 总页数 143
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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