Koopman-Hill stability analysis for periodic solutions

This project focuses on the efficient stability analysis of periodic solutions of ordinary differential equations, leveraging the Koopman framework and Floquet theory.

Schematic drawing of a periodic solution and a perturbation which governs the stability.

The stability of a periodic solution is governed by a linear time-periodic dynamical system obtained from linearizing around the periodic solution. In this project, we investigate a novel method for numerically analyzing such systems.

The Koopman framework provides a way to approximate the dynamics of a nonlinear system by a linear time-invariant system with more states, describing the dynamics of so-called observables. Considering a specific choice of observables based on Fourier basis functions yields a linear time-invariant dynamical system with input, from which one can read off all equations necessary to perform the Harmonic Balance Method as well as the Hill matrix directly from the linear lifted dynamics.

The closed-form solution of this LTI system, together with appropriate projection matrices to switch between state space and observable space, provides an approximate relationship between the system’s Hill matrix and the monodromy matrix.

Flowchart comparing our method to other state-of-the-art methods.

A closed-form error bound of this approximation can be derived by considering series expressions for both the true monodromy matrix and its approximation. We have successfully applied the resulting stability method in the context of continuation methods for periodic solutions.

As part of this project, we are developing the Python continuation toolbox SKHiPPR. This object-oriented and modularized toolbox generates continuation curves using the Harmonic Balance method with stability information, where different stability methods can be used interchangeably to investigate similarities and differences.

Journal articles

  1. Bayer, F., Leine, R. I., Thomas, O., & Grolet, A. (2024). Koopman–Hill stability computation of periodic orbits in polynomial dynamical systems using a real-valued quadratic harmonic balance formulation. International Journal of Non-Linear Mechanics, 167, 104894. https://doi.org/10.1016/j.ijnonlinmec.2024.104894
  2. Bayer, F., & Leine, R. I. (2023). Sorting-free Hill-based stability analysis of periodic solutions through Koopman analysis. Nonlinear Dynamics, 111, 8439–8466. https://doi.org/10.1007/s11071-023-08247-7

Proceedings

  1. Bayer, F., & Leine, R. I. (2022, July). A Koopman view on the harmonic balance and Hill method. Proceedings of the 10th European Nonlinear Dynamics Conference (ENOC2020+2). https://enoc2020.sciencesconf.org/394116/

Kontakt

Dieses Bild zeigt Remco I. Leine

Remco I. Leine

Prof. Dr. ir. habil.

Direktor

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