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    Validation Case: Mean Age of Air in a Room

    The mean age of air in a room validation case belongs to fluid dynamics. This case aims to validate the following parameter:

    • The local mean age of air using the SimScale Field function

    In this project, the local mean age of air (LMA) within a room is calculated. The SimScale results are compared to the experimental results reported by Martin et. al\(^1\).

    Geometry

    The geometry consists of a rectangular room with one inlet and one outlet, as in Figure 1:

    age of air geometry room dimensions
    Figure 1: Dimensions of the room for the age of air validation study

    The center points of the inlet and outlet are placed at y = 1.8 meters. Details of the room dimensions are provided in Table 1:

    PartLength in x-direction \([m]\)Length in y-direction \([m]\)Length in z-direction \([m]\)
    Inlet1.920.300.20
    Outlet0.200.301.92
    Room4.203.603.00
    Table 1: Dimensions of the sections of the room

    In the study by Martin et. Al \(^1\), the outlet is described to be “on the ceiling, close to the east wall (opposite to the air supply)”, however, no exact placement is given. Based on the description and the schematics of the experimental setup, a gap of 0.1 meters is assumed between the outlet and the wall opposite to the air supply:

    outlet placement room validation
    Figure 2: Placement of the outlet, based on the schematics of the reference study

    Note

    By extruding the inlet and outlet sufficiently, we can allow the flow field to develop in these sections. In this case study, the inlet and outlet are extruded by a length equal to 8 times their hydraulic diameter \(D_h\).
    $$D_h = \frac {4A}{P} \tag{1}$$
    In the formula above, \(A\) is the cross-section area and \(P\) is the wetted perimeter. In our case, the hydraulic diameter for the inlet and outlet is 0.24 meters.

    Analysis Type and Mesh

    Tool Type: OpenFOAM®

    Analysis Type: Incompressible

    Turbulence Model: k-omega SST

    Mesh and Element Types: This validation case uses a total of 3 meshes to perform a mesh independence study. All meshes were created in SimScale with the Standard mesher algorithm. In Table 2, an overview of them is presented:

    MeshMesh TypeCellsElement Type
    CoarseStandard1921993D tetrahedral/hexahedral
    ModerateStandard5386103D tetrahedral/hexahedral
    FineStandard20095913D tetrahedral/hexahedral
    Table 2: Summary of the meshes used for the independence study

    Figure 3 highlights the discretization of the inlet, obtained with the fine standard mesh.

    Mean Age of Air Fine Mesh
    Figure 3: Fine standard mesh created in SimScale, highlighting the discretization of the inlet

    Simulation Setup

    Material:

    • Air
      • Viscosity model: Newtonian
      • \((\nu)\) Kinematic viscosity: 1.5295e-5 \(m^2/s\)
      • \((\rho)\) Density: 1.196 \(kg/m^3\)

    Boundary Conditions:

    Figure 4 shows the assignment of the boundary conditions and the corresponding surfaces:

    age of air validation case boundary condition overview
    Figure 4: Overview of the boundary conditions used in the mean age of air validation case

    The exact configuration of the boundary conditions is given in the table below:

    BoundaryBoundary TypeVelocity \([m/s]\)Pressure \([Pa]\)
    InletVelocity Inlet1.68 in the x-directionZero gradient
    OutletPressure OutletZero GradientFixed at 0
    WallsAutomatic WallNo-SlipZero gradient
    Table 3: Summary of the boundary conditions for the present validation case

    Model:

    • \((Sc_{t})\) Turb. Schmidt number = 1
    • Diffusion coefficients = 1e-9 \(m^2/s\)

    Note

    The diffusion coefficient is purposedly set to a small number. The objective is to prevent the scalar from spreading in the domain via diffusion effects, which would reduce the accuracy of the local mean age of air.

    Mean age of air calculation

    To track the LMA within the room the in-built SimScale field function is used. To activate this feature extend Result control and create a new ‘Mean age of fluid’ field function by clicking on the plus icon. The diffusion coefficients and the turbulent Schmidt number are set as described before.

    Figure 5: Volumetric passive scalar source for a mean age of fluid simulation

    Mean age of Fluid Field Function

    You can find out moe information about the Mean age of Fluid Field Function here.

    Experimental Results

    In the experimental tests, Martin et. al\(^1\) first filled the test room with tracer gas and waited to obtain an even distribution. Afterward, fresh air is released at the inlet, which causes the tracer gas concentration to decay.

    A series of gas monitors are used to measure how the concentration of the tracer gas evolves with time. The resulting LMA is obtained by calculating the area under the concentration versus time curve.

    Note

    The theoretical value for the mean age of fluid at the outlet is given by Equation 2:
    $$Mean\ age\ of\ fluid = \frac {V}{Q} \tag{2}$$
    Where \(V\) is the volume of the test environment and \(Q\) is the volumetric flow rate at the inlet. Using the data from the experimental setup in the equation above, we obtain 450 seconds.

    Result Comparison

    The numerical simulation results for the LMA are compared with experimental data presented by Martin et. al\(^1\). The authors use a dimensionless form of the LMA to present their results. In the present validation case, the same methodology is used:

    $$\overline{\theta} = \frac{\theta}{V/Q} \tag{3}$$

    Where:

    • \(\overline{\theta}\) is the local mean age of air (dimensionless)
    • \(\theta\) is the local mean age of air, in seconds.
    • \(V\) is the volume of the passive scalar source, in \(m^3\)
    • \(Q\) is the volumetric flow rate at the inlet, in \(m^3/s\)

    In addition, the results by Martin et. al \(^1\) are adjusted so that the dimensionless LMA of 1 is corresponding to an LMA of 538 seconds. The values obtained by SimScale have been adjusted accordingly. A comparison of the dimensionless LMA obtained experimentally and with SimScale is presented. The results are assessed on a series of points over three lines, placed on the symmetry plane of the geometry (y = 1.8 meters). The lines are distant 1.13 \(m\), 2.2 \(m\), and 3.2 \(m\) from the inlet, and the points are spread on each line with a distance of 0.1 meters. The placement of the lines can be seen below:

    mean age of air obtaining results
    Figure 6: The red dashed lines, placed on the XZ symmetry plane, indicate where the dimensionless local mean age of air is being compared to the experimental data.

    To perform a mesh independence study, the results from the three meshes created in SimScale were compared. The results for all three meshes were found to be mesh independent. Figure 7 shows the results over the line located 1.13 meters away from the inlet.

    mean age of fluid X=1.3m and Y=1.8m
    Figure 7: Comparison between the experimental data and results from different meshes in SimScale

    In the remaining figures, you will find the comparison between the experimental data and the fine mesh results:

    mean age of fluid X = 2.2m and Y=1.8m
    Figure 8: Comparison of the mean age of fluid over a line 2.2 meters away from the inlet
    mean age of fluid X=3.2m and Y=1.8m
    Figure 9: Comparison of the mean age of fluid over a line 3.2 meters away from the inlet

    In all cases, the SimScale results show the same trends and range as the experimental values obtained by Martin et. al\(^1\).

    The figure below shows the mean age of fluid on the symmetry plane of the geometry. The fresh air coming from the inlet quickly mixes with the old air in the room. The mean age of air at the outlet for the fine mesh was found to be 451.8 seconds.

    mean age of fluid result Fine mesh slice
    Figure 10: Fine mesh results, showing the mean age of air on the symmetry plane

    Last updated: January 3rd, 2023

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