/*---------------------------------------------------------------------------*\ ========= | \\ / 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 | \/\ output file | - | - output field | {vol,surface}\Field | \/\ \endtable where \c \=Scalar/Vector/SphericalTensor/SymmTensor/Tensor. Usage Minimal example by using \c system/ROMfieldsDict: \verbatim // Mandatory entries field ; object ; deltaT ; time ; modes ; amplitudes ; eigenvalues ; // Optional entries startTime ; dimensions ; \endverbatim where the entries mean: \table Property | Description | Type | Reqd | Deflt field | Name of reconstructed field | word | yes | - object | Name of operand function object | word | yes | - deltaT | Time-step size of mode decomposition | scalar | yes | - time | Time instant where modes are located | scalar | yes | - modes | List of mode indices | labelList | yes | - amplitudes | Amplitude coefficients | complexList | yes | - eigenvalues | Eigenvalues | complexList | yes | - startTime | Start time for mode-information collection | scalar | no | 0 dimensions | Dimensions of reconstructed fields | dimensionSet | no | - \endtable SourceFiles DMD.C DMDImpl.C \*---------------------------------------------------------------------------*/ #ifndef ROMmodels_DMD_H #define ROMmodels_DMD_H #include "ROMmodels/ROMmodel/ROMmodel.H" #include "dimensionSet.H" #include "complex.H" // * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // namespace Foam { namespace ROMmodels { /*---------------------------------------------------------------------------*\ Class DMD Declaration \*---------------------------------------------------------------------------*/ class DMD : public ROMmodel { // Private Typedefs typedef List complexList; // Private Data //- Name of reconstructed field word fieldName_; //- Name of operand function object word objectName_; //- Time-step size of mode decomposition (not that of the simulation) scalar deltaT_; //- Time instant where modes are located scalar time_; //- Start time for mode-information collection scalar startTime_; //- List of mode indices labelList modes_; //- Dimensions of reconstructed fields dimensionSet dims_; //- Amplitude coefficients complexList amps_; //- Eigenvalues complexList evals_; // Private Member Functions //- Return names of mode fields wordList modeNames(const word& modeType) const; //- Implementation for creating and writing fields template bool createAndWriteImpl() const; public: //- Runtime type information TypeName("DMD"); // Constructors //- Construct from components DMD ( Time& runTime, fvMesh& mesh, const dictionary& dict, const instantList& times ); //- No copy construct DMD(const DMD&) = delete; //- No copy assignment void operator=(const DMD&) = delete; //- Destructor virtual ~DMD() = default; // Member Functions //- Read model settings virtual bool read(const dictionary& dict); //- Create and write fields virtual bool createAndWrite(); }; // * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // } // End namespace ROMmodels } // End namespace Foam // * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // #endif // ************************************************************************* //