应用动力学中的平稳解:基于不变流形的周期和准周期解的数值计算和稳定性评估的统一框架

Q1 Mathematics GAMM Mitteilungen Pub Date : 2023-04-26 DOI:10.1002/gamm.202300006
Hartmut Hetzler, Simon Bäuerle
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引用次数: 2

摘要

动力系统平稳解的确定及其稳定性分析在科学和工程中具有重要意义。对于静态解和周期解,有很多方法可以找到静态运动并分析其稳定性。相比之下,到目前为止,只有很少的方法可以找到一类重要的准周期运动的平稳解,这类运动代表了广义周期性的解。此外,没有普遍适用的方法来确定它们的稳定性。这一贡献为平衡分析提供了一个统一的框架,包括周期运动和准周期运动。为此,动力学问题从根据轨迹的公式变为基于状态空间中作为几何对象的不变流形的替代公式。使用所谓的超时间参数化提供了解的频基和不变流形的参数化之间的直接关系。在超时间域上,给出了不变流形作为PDE的解,它可以使用有限差分(FD)、傅立叶-伽辽金方法(FGM)或准周期射击(QPS)等标准方法来求解。作为一个特殊的优势,不变流形代表了有限域上的整个平稳动力学,即使是准周期运动——而从轨迹中获得相同的信息需要在无限的时间间隔内了解它们。基于不变流形,设计了一种通过有效计算李雅普诺夫指数来评估拟周期解稳定性的方法。在这里,基本思想是引入一个广义单调映射,该映射可以在预处理步骤中确定:使用该映射,可以通过迭代该映射来有效地计算李雅普诺夫指数。
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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Stationary solutions in applied dynamics: A unified framework for the numerical calculation and stability assessment of periodic and quasi-periodic solutions based on invariant manifolds

The determination of stationary solutions of dynamical systems as well as analyzing their stability is of high relevance in science and engineering. For static and periodic solutions a lot of methods are available to find stationary motions and analyze their stability. In contrast, there are only few approaches to find stationary solutions to the important class of quasi-periodic motions–which represent solutions of generalized periodicity–available so far. Furthermore, no generally applicable approach to determine their stability is readily available. This contribution presents a unified framework for the analysis of equilibria, periodic as well as quasi-periodic motions alike. To this end, the dynamical problem is changed from a formulation in terms of the trajectory to an alternative formulation based on the invariant manifold as geometrical object in the state space. Using a so-called hypertime parametrization offers a direct relation between the frequency base of the solution and the parametrization of the invariant manifold. Over the domain of hypertimes, the invariant manifold is given as solution to a PDE, which can be solved using standard methods as Finite Differences (FD), Fourier-Galerkin-methods (FGM) or quasi-periodic shooting (QPS). As a particular advantage, the invariant manifold represents the entire stationary dynamics on a finite domain even for quasi-periodic motions – whereas obtaining the same information from trajectories would require knowing them over an infinite time interval. Based on the invariant manifold, a method for stability assessment of quasi-periodic solutions by means of efficient calculation of Lyapunov-exponents is devised. Here, the basic idea is to introduce a Generalized Monodromy Mapping, which may be determined in a pre-processing step: using this mapping, the Lyapunov-exponents may efficiently be calculated by iterating this mapping.

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来源期刊
GAMM Mitteilungen
GAMM Mitteilungen Mathematics-Applied Mathematics
CiteScore
8.80
自引率
0.00%
发文量
23
期刊最新文献
Issue Information Regularizations of forward-backward parabolic PDEs Parallel two-scale finite element implementation of a system with varying microstructure Issue Information Low Mach number limit of a diffuse interface model for two-phase flows of compressible viscous fluids
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