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  4. Model order reduction of differential algebraic equations arising from the simulation of gas transport networks
 
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2014
Conference Paper
Title

Model order reduction of differential algebraic equations arising from the simulation of gas transport networks

Abstract
We explore the Tractability Index of Differential Algebraic Equations (DAEs) that emerge in the simulation of gas transport networks. Depending on the complexity of the network, systems of index 1 or index 2 can arise. It is then shown that these systems can be rewritten as Ordinary Differential Equations (ODEs). We furthermore apply Model Order Reduction (MOR) techniques such as Proper Orthogonal Decomposition (POD) to a network of moderate size and complexity and show that one can reduce the system size significantly.
Author(s)
Grundel, Sara
Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg, Germany
Jansen, Lennart
Institute of Mathematics, Humboldt Universität zu Berlin, Berlin, Germany
Hornung, Nils
Fraunhofer-Institut für Algorithmen und Wissenschaftliches Rechnen SCAI  
Clees, Tanja  orcid-logo
Fraunhofer-Institut für Algorithmen und Wissenschaftliches Rechnen SCAI  
Tischendorf, Caren
Institute of Mathematics, Humboldt Universität zu Berlin, Berlin, Germany
Benner, Peter
Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg, Germany
Mainwork
Progress in Differential-Algebraic Equations: Deskriptor 2013  
Conference
Workshop on Coupled Descriptor Systems 2013  
DOI
10.1007/978-3-662-44926-4_9
Language
English
Fraunhofer-Institut für Algorithmen und Wissenschaftliches Rechnen SCAI  
Keyword(s)
  • proper orthogonal decomposition

  • nonlinear systems

  • gas network simulation

  • model order reduction

  • differential algebraic equations

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