Index-aware model order reduction for differential-algebraic equations

G. Ali, N. Banagaaya, W.H.A. Schilders, C. Tischendorf

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)
4 Downloads (Pure)

Abstract

We introduce a model order reduction (MOR) procedure for differential-algebraic equations, which is based on the intrinsic differential equation contained in the starting system and on the remaining algebraic constraints. The decoupling procedure in differential and algebraic part is based on the projector and matrix chain which leads to the definition of tractability index. The differential part can be reduced by using any MOR method, we use Krylov-based projection methods to illustrate our approach. The reduction on the differential part induces a reduction on the algebraic part. In this paper, we present the method for index-1 differential-algebraic equations. We implement numerically this procedure and show numerical evidence of its validity. Keywords: differential algebraic equations, tractability index, model order reduction, modified decomposition of DAEs
Original languageEnglish
Pages (from-to)345-373
Number of pages29
JournalMathematical and Computer Modelling of Dynamical Systems
Volume20
Issue number4
DOIs
Publication statusPublished - 2014

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