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POD-Galerkin model order reduction for parametrized nonlinear time-dependent optimal flow control: an application to shallow water equations

Maria Strazzullo
•
Francesco Ballarin
•
Gianluigi Rozza
2022
  • journal article

Periodico
Journal of Numerical Mathematics
Abstract
In the present paper we propose reduced order methods as a reliable strategy to efficiently solve parametrized optimal control problems governed by shallow waters equations in a solution tracking setting. The physical parametrized model we deal with is nonlinear and time dependent: this leads to very time consuming simulations which can be unbearable, e.g., in a marine environmental monitoring plan application. Our aim is to show how reduced order modelling could help in studying different configurations and phenomena in a fast way. After building the optimality system, we rely on a POD-Galerkin reduction in order to solve the optimal control problem in a low dimensional reduced space. The presented theoretical framework is actually suited to general nonlinear time dependent optimal control problems. The proposed methodology is finally tested with a numerical experiment: the reduced optimal control problem governed by shallow waters equations reproduces the desired velocity and height profiles faster than the standard model, still remaining accurate.
DOI
10.1515/jnma-2020-0098
WOS
WOS:000734169000001
Archivio
http://hdl.handle.net/20.500.11767/128550
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85119412298
https://arxiv.org/abs/2003.09695
https://ricerca.unityfvg.it/handle/20.500.11767/128550
Diritti
metadata only access
Soggetti
  • reduced order method

  • nonlinear time depend...

  • proper orthogonal dec...

  • shallow water state e...

  • Settore MAT/08 - Anal...

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