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DLBFoam: Dynamic load balancing for fast reactive simulations

OpenFOAM 8

DLBFoam is an open-source library for OpenFOAM. It introduces dynamic load balancing and a zonal reference mapping model for fast chemistry calculation in parallel simulations.

Why do I need this?

Load imbalance in parallel reactive simulations is an issue that causes very long simulation times in OpenFOAM simulations utilizing finite-rate chemistry.

DLBFoam introduces runtime load balancing through MPI routines to minimize the load imbalance between ranks and gain speed-up. The implementation details can be found in our paper [1].

drawing
Figure: A demonstration of how load balancing model works compared to standard model.

Compilation

DLBFoam does not require any third-party dependency. After sourcing OpenFOAM-8, simply execute:

./Allwmake

Usage

Once the compilation is successful, any case running with standard OpenFOAM can be easily converted to use DLBFOAM, following these steps:

  • The DLBFoam should be linked to the solver. Add the following to your system/controlDict file:
libs
(
    "libchemistryModel_DLB.so" 
);
  • Select chemistry solver method as loadBalanced in constant/chemistryProperties:
chemistryType
{
    solver          ode;
    method          loadBalanced;
}
  • Add the loadbalancing subdictionary to the same chemistryProperties file:
loadbalancing
{
    active true;
    log	true;
}
  • (Optional) Set the refmapping as active in chemistryProperties file if you want to use the reference mapping method (you have to add an empty refmapping{} dict even if you do not use it):
refmapping
{
    active  true;
    
    mixtureFractionProperties
    {
        oxidizerMassFractions
        {
            N2       0.77;
            O2       0.23;
        }

        fuelMassFractions
        {
            NC12H26       1.0;
        }

        #include "$FOAM_CASE/constant/thermo.compressibleGasGRI"
    }
    tolerance	1e-4;  // mixture fraction tolerance
    deltaT	2; // temperature tolerance
}

Reference mapping uses mixture fraction (Z) and maps a reference solution to reference cells satisfying a condition.

The entry above sets the Z=0 and Z=1 conditions from given mass fractions. For each CFD iteration it finds a reference solution where Z<tolerance and solves the chemistry. Subsequent cells following the same condition are mapped from this reference solution.

Optional: When deltaT is explicitly set, the mapper also checks the temperature between reference solution and other reference cells and ensures: abs(Tcell-Tref)<deltaT.

  • Run the case normally with OpenFOAM's reactive solvers.

For a working example, check the tutorials given in tutorials folder.

Directory structure

├── src
└── thermophysicalModels
│    └── chemistryModel
│        ├── chemistryModel
│        │   └── loadBalancedChemistryModel
│        │       ├── LoadBalancedChemistryModel    // Main chemistry class
│        ├── loadBalancing
│        │   ├── algorithms_DLB                    // Some useful algorithms used
│        │   ├── ChemistryLoad                     // Chemistry load object
│        │   ├── ChemistryProblem                  // Chemistry problem object
│        │   ├── ChemistrySolution                 // Chemistry solution object
│        │   ├── LoadBalancerBase                  // Load balancer base class
│        │   ├── LoadBalancer                      // Load balancer implementation class
│        │   ├── RecvBuffer                        // Receive MPI buffer object
│        │   ├── runtime_assert                    // Assert functions for debugging
│        │   ├── SendBuffer                        // Send MPI buffer object
│        └── refMapping
│            ├── mixtureFraction                   // Mixture fraction implementation
│            ├── mixtureFractionRefMapper          // Reference mapper implementation class
│
├── tutorials                                      // Tutorials
└── unittests                                      // Unit tests to check if compilation is successful

Contributors

Getting help and reporting bugs

Please submit a GitHub issue if you found a bug in the program. If you need help with the software or have further questions, contact the contributors.

Citation

If you use our model, please cite the publication describing its implementation [1].

References

[1] Tekgul, Peltonen, Kahila, Kaario, Vuorinen (2021). DLBFoam: An open-source dynamic load balancing model for fast reacting flow simulations in OpenFOAM