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Title: Model reduction for dynamical systems with quadratic output
Authors: Van Beeumen, Roel ×
Van Nimmen, Katrien
Lombaert, Geert
Meerbergen, Karl #
Issue Date: 5-Jun-2012
Publisher: Wiley
Series Title: International Journal for Numerical Methods in Engineering vol:91 issue:3 pages:229-248
Abstract: Finite element models for structures and vibrations often lead to second order dynamical systems with large sparse matrices. For large-scale nite element models, the computation of the frequency response function and the structural response to dynamic loads may present a considerable computational cost. Padé via Krylov methods are widely used and appreciated projection-based model reduction techniques for linear dynamical systems with linear output. This paper extends the framework of Krylov methods to systems with a quadratic output arising in linear quadratic optimal control or random vibration problems. Three dierent two-sided model reduction approaches are formulated based on Krylov methods. For all methods, the control (or right) Krylov space is the same. The dierence between the approaches lies thus in the choice of the observation (or left) Krylov space. The algorithms and theory are developed for the important particular case of structural damping. We also give numerical examples for large-scale systems corresponding to the forced vibration of a simply supported plate and of an existing footbridge. In this case a block form of the Padé via Krylov method is used.
ISSN: 0029-5981
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Numerical Analysis and Applied Mathematics Section
Structural Mechanics Section
× corresponding author
# (joint) last author

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