[書籍][B] Interpolatory methods for model reduction

Dynamical systems are at the core of computational models for a wide range of complex
phenomena and, as a consequence, the simulation of dynamical systems has become a …

Data-driven structured realization

P Schulze, B Unger, C Beattie, S Gugercin - Linear Algebra and its …, 2018 - Elsevier
We present a framework for constructing structured realizations of linear dynamical systems
having transfer functions of the form C˜(∑ k= 1 K hk (s) A˜ k)− 1 B˜ where h 1, h 2,..., h K are …

Data-driven interpolation of dynamical systems with delay

P Schulze, B Unger - Systems & Control Letters, 2016 - Elsevier
We present a data-driven realization for systems with delay, which generalizes the Loewner
framework. The realization is obtained with low computational cost directly from measured …

Structure-preserving model reduction for mechanical systems

SWR Werner - 2021 - repo.bibliothek.uni-halle.de
In this thesis, structure-preserving model order reduction for dynamical systems is studied.
The particular focus lies on mechanical systems described by differential equations with …

Structure-preserving interpolation of bilinear control systems

P Benner, S Gugercin, SWR Werner - Advances in Computational …, 2021 - Springer
In this paper, we extendthe structure-preserving interpolatory model reduction framework,
originally developed for linear systems, to structured bilinear control systems. Specifically …

[書籍][B] Energy-based model reduction of transport-dominated phenomena

P Schulze - 2023 - search.proquest.com
Transport-dominated systems are characterized by the propagation of waves and occur in
many applications such as aerodynamics and chemical engineering. To predict the …

Model order reduction of bilinear time-delay systems

IV Gosea, IP Duff, P Benner… - 2019 18th European …, 2019 - ieeexplore.ieee.org
In this paper, we present a novel method for approximating bilinear time-delay systems by
bilinear systems with no delay. This is performed by means of matching some input-output …

Data-driven identification of Rayleigh-damped second-order systems

I Pontes Duff, P Goyal, P Benner - … of Dynamical Systems: A Festschrift in …, 2022 - Springer
In this paper, we present a data-driven approach to identify second-order systems, having
internal Rayleigh dam**. This means that the dam** matrix is given as a linear …

[書籍][B] Well-posedness and realization theory for delay differential-algebraic equations

B Unger - 2020 - search.proquest.com
Well-Posedness and Realization Theory for Delay Differential-Algebraic Equations Page 1
WELL-POSEDNESS AND REALIZATION THEORY FOR DELAY DIFFERENTIAL-ALGEBRAIC …

Large-scale dynamical model approximation and its applications

C Poussot-Vassal - 2019 - theses.hal.science
Linear dynamical models play an important role in many engineering fields, including
simulation, analysis, optimization and control of complex systems and processes. This role is …