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Index-aware model order reduction for differential-algebraic equations

Author

Listed:
  • G. Alì
  • N. Banagaaya
  • W.H.A. Schilders
  • C. Tischendorf

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.

Suggested Citation

  • G. Alì & N. Banagaaya & W.H.A. Schilders & C. Tischendorf, 2014. "Index-aware model order reduction for differential-algebraic equations," Mathematical and Computer Modelling of Dynamical Systems, Taylor & Francis Journals, vol. 20(4), pages 345-373, July.
    • Handle: RePEc:taf:nmcmxx:v:20:y:2014:i:4:p:345-373
    DOI: 10.1080/13873954.2013.829501
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