Title :
Model based control of the incompressible Navier-Stokes-Equations using interpolatory model reduction
Author :
Lorenz Pyta;Dirk Abel
Author_Institution :
Institute of Automatic Control, RWTH Aachen University, Germany
Abstract :
In the present paper a model reduction of the 2D incompressible Navier-Stokes-Equations is performed for different operating points using the POD-Galerkin technique. The arising nonlinear models are interpolated with a combination of a basis-interpolation on the Grassmann manifold and a subsequent Galerkin projection. These interpolatory models are not only validated, but also incorporated in a model predictive controller, whose performance is compared to two different controllers of the same type but without interpolatory models.
Keywords :
"Computational modeling","Reduced order systems","Method of moments","Mathematical model","Boundary conditions","Interpolation","Real-time systems"
Conference_Titel :
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
DOI :
10.1109/CDC.2015.7403374