On reduced input-output dynamic mode decomposition |
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Authors: | " target="_blank">Peter Benner Christian Himpe " target="_blank">Tim Mitchell |
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Institution: | 1.Computational Methods in Systems and Control Theory,Max Planck Institute for Dynamics of Complex Technical Systems,Magdeburg,Germany |
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Abstract: | The identification of reduced-order models from high-dimensional data is a challenging task, and even more so if the identified system should not only be suitable for a certain data set, but generally approximate the input-output behavior of the data source. In this work, we consider the input-output dynamic mode decomposition method for system identification. We compare excitation approaches for the data-driven identification process and describe an optimization-based stabilization strategy for the identified systems. |
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