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Exact Modal Decomposition of Non-linear Second-Order Systems

机译:非线性二阶系统的精确模态分解

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This paper decomposes non-linear 2nd-order dynamics in two decoupled lst-order complex component dynamics. The stability of the 2nd-order dynamics can then be assesed based on the two decomposed non-linear 1st-order complex dynamics using the tools of contraction theory. Both diagonal and Jordan decompositions are performed. This result allows to place exact state-and time-dependent complex exponential convergence or contraction rates in a controller or observer design, ideally suited to the non-linear or time-varying continuous system. It hence extends the well established LTI eigenvalue placement of a Luenberger observer or Ackermann controller~(10,14) to the time-varying or non-linear case. Typical applications include the transonic control of an aircraft with strongly Mach or angle-of-attack dependent eigenvalues or the state-dependent eigenvalue placement of the inverted pendulum. The corresponding observer design is illustrated for a Mach dependent vertical channel dynamics of a navigation system, non-linear chemical plants or the Van-der-Pol oscillator. Simple extensions to higher-order systems composed of cascades of 2nd or lst-order dynamics are also discussed. The derivations are based on non-linear contraction theory, a comparatively recent dynamic system analysis tool whose results will be reviewed.
机译:本文以两种解耦的LST-Order复杂组件动态分解非线性2nd阶动态。然后可以基于使用收缩理论的工具基于两个分解的非线性第一阶性复杂动态来进行分配2nd阶动态的稳定性。执行对角线和约旦分解。该结果允许在控制器或观察者设计中放置精确的状态和时间相关的指数收敛或收缩速率,理想地适用于非线性或时变的连续系统。因此,它将Luenberger观察者或Ackermann控制器〜(10,14)的良好建立的LTI特征值放置到时变或非线性情况。典型的应用包括具有强Mach或攻击依赖性特征值的飞机的跨音控制或倒置摆的状态依赖性特征值。示出了相应的观察者设计,用于导航系统,非线性化学设备或van-Der-POL振荡器的马赫依赖垂直通道动态。还讨论了由级联的2ND或LST订购动态组成的高阶系统的简单扩展。衍生基于非线性收缩理论,一个相对近期的动态系统分析工具,其结果将被审查。

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