Preprint Open Access
Reduced Order Multirate Schemes for Coupled Differential-Algebraic Systems
Bannenberg, M.W.F.M.; Ciccazzo, A.; Günther, M.
In the context of time-domain simulation of integrated circuits, one often encounters large systems of coupled differential-algebraic equations. Simulation costs of these systems can become prohibitively large as the number of components keeps increasing. In an effort to reduce these simulation costs a twofold approach is presented in this paper. We combine maximum entropy snapshot sampling method and a nonlinear model order reduction technique, with multirate time integration. The obtained model order reduction basis is applied using the Gauß-Newton method with approximated tensors reduction. This reduction framework is then integrated using a coupled-slowest-first multirate integration scheme. The convergence of this combined method verified numerically. Lastly it is shown that the new method results in a reduction of the computational effort without significant loss of accuracy.
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- Publication date:
- January 22, 2021
- DOI:
-
- Keyword(s):
- Mulitrate, Model Order Reduction, Dierential-Algebraic Equations, Snapshot Sampling.
- Grants:
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European Commission:
- ROMSOC - Reduced Order Modelling, Simulation and Optimization of Coupled systems (765374)
- Communities:
- License (for files):
- Creative Commons Attribution 4.0 International