/*---------------------------------------------------------------------------*\
========= |
\\ / F ield | OpenFOAM: The Open Source CFD Toolbox
\\ / O peration |
\\ / A nd | www.openfoam.com
\\/ M anipulation |
-------------------------------------------------------------------------------
Copyright (C) 2023 OpenCFD Ltd.
-------------------------------------------------------------------------------
License
This file is part of OpenFOAM.
OpenFOAM is free software: you can redistribute it and/or modify it
under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
OpenFOAM is distributed in the hope that it will be useful, but WITHOUT
ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
for more details.
You should have received a copy of the GNU General Public License
along with OpenFOAM. If not, see .
Class
Foam::ROMmodels::DMD
Description
Field creation model using the streaming total dynamic mode
decomposition method (STDMD).
The governing equations of the field creation are as follows:
\f[
\mathbf{x}_\tau \approx
\tilde{\mathbf{x}_\tau} =
\left( \sum_{i=0}^{N-1} \phi_i \alpha_i v_i^\tau \right)_{real}
\f]
with
\f[
\tau = \frac{t - t_o}{\Delta t}
\f]
where:
\vartable
\mathbf{x} | Field snapshot at time t
\tilde{\mathbf{x}} | Reconstructed field snapshot at time t (complex)
N | Number of modes
i | Mode index
\tau | Nondimensional time
t | Time [s]
t_o | Start time (of mode decomposition calculations) [s]
\Delta t | Time-step size of mode decomposition [s]
\phi | Mode (complex)
\alpha | Mode amplitude (complex)
v | Mode eigenvalue (complex)
\endvartable
References:
\verbatim
Governing equations (tag:K):
Kiewat, M. (2019).
Streaming modal decomposition approaches for vehicle aerodynamics.
PhD thesis. Munich: Technical University of Munich.
URL:mediatum.ub.tum.de/doc/1482652/1482652.pdf
\endverbatim
Operands:
\table
Operand | Type | Location
input | {vol,surface}\Field | \