Large basins of attraction for control-based continuation of unstable periodic states

Abstract Numerical continuation tools are nowadays standard to analyse nonlinear dynamical systems by numerical means. These powerful methods are unfortunately not available in real experiments without having access to an accurate mathematical model. Implementing such a concept in real world experiments using control and data processing to track unstable states and their bifurcations, requires robust control techniques with large basins and good global properties. Here we propose design principles for control techniques for periodic states which lead to large basins and which are robust, without the need to have access to a detailed mathematical model. Our analytic considerations for the control design will be based on weakly nonlinear analysis of periodically driven oscillator systems. We then demonstrate by numerical means that in strong nonlinear regimes successful control with large basins of attraction can be achieved when only plain time series data are available.

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Publication Details

Journal
Nonlinear Dynamics
Published
2024-08-16
DOI
https://doi.org/10.1007/s11071-024-10119-7
Citations
3
Primary Topic
Nonlinear Dynamics and Pattern Formation
Type
article
Field-Weighted Citation Impact
1.05

Funders

Controls
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Large basins of attraction for control-based continuation of unstable periodic states

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Nonlinear Dynamics and Pattern Formation
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article

Large basins of attraction for control-based continuation of unstable periodic states

Lukas Böttcher, Wolfram Just, S. Speller, Jens Starke, Ingo Barke, Niklas Kruse, Anna Dittus, Hannes Wallner
article en
3 citations

Abstract

Abstract Numerical continuation tools are nowadays standard to analyse nonlinear dynamical systems by numerical means. These powerful methods are unfortunately not available in real experiments without having access to an accurate mathematical model. Implementing such a concept in real world experiments using control and data processing to track unstable states and their bifurcations, requires robust control techniques with large basins and good global properties. Here we propose design principles for control techniques for periodic states which lead to large basins and which are robust, without the need to have access to a detailed mathematical model. Our analytic considerations for the control design will be based on weakly nonlinear analysis of periodically driven oscillator systems. We then demonstrate by numerical means that in strong nonlinear regimes successful control with large basins of attraction can be achieved when only plain time series data are available.

Nonlinear DynamicsVol. 112(22)
University of Rostock (DE)
Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 22%
Nonlinear Dynamics and Pattern Formation
1.05
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