Data-driven reduced model construction with time-domain Loewner models

B Peherstorfer, S Gugercin, K Willcox - SIAM Journal on Scientific Computing, 2017 - SIAM
This work presents a data-driven nonintrusive model reduction approach for large-scale time-
dependent systems with linear state dependence. Traditionally, model reduction is …

Numerical algebra, matrix theory, differential-algebraic equations and control theory

P Benner, M Bollhöfer, D Kressner, C Mehl… - Switzerland: Springer …, 2015 - Springer
This book is dedicated to Volker Mehrmann, our mentor, co-author, colleague, and friend.
Each chapter in this book highlights one of the many topics Volker has worked on. Inevitably …

[PDF][PDF] Decoupling and optimization of differential-algebraic equations with application in flow control

J Heiland - 2014 - depositonce.tu-berlin.de
A class of abstract differential-algebraic equations is considered as they occur, eg, in the
modelling of flows. We derive a functional-analytic framework for the analysis of the structure …

[PDF][PDF] Numerical aspects of flow stabilization by Riccati feedback

HK Weichelt - 2016 - pure.mpg.de
In this thesis, we examine important numerical aspects of a Riccati-based feedback
stabilization approach in order to stabilize incompressible flow problems. Various transport …

Discrete input/output maps and their relation to proper orthogonal decomposition

M Baumann, J Heiland, M Schmidt - … Control Theory: Festschrift in Honor of …, 2015 - Springer
Current control design techniques require system models of moderate size to be applicable.
The generation of such models is challenging for complex systems which are typically …

[PDF][PDF] Modellreduktion und optimale Regelung nichtlinearer Strömungsprozesse

LM Pyta, D Abel, O Sawodny - 2018 - publications.rwth-aachen.de
Kurzzusammenfassung Die dynamische Beschreibung von Strömungsprozesse ist
üblicherweise die nichtlineare partielle Differentialgleichung (PDE). Für die Beherrschung …

[引用][C] Modellreduktion und optimale Regelung nichtlinearer Strömungsprozesse

L Dörschel - Dissertation, RWTH Aachen …

[引用][C] Adaptive discretization of input/output maps and optimal control of flows

V Mehrmann - 2012