3.3. Automated Meshing#

3.3.1. Overview#

Flow360 offers automated meshing, from CAD geometry to a surface mesh and finally to a volume mesh. The supported CAD format is *.csm file which is Engineering Sketch Pad (EPS) format. The generated volume format is CGNS.

3.3.2. Geometry#

The Engineering Sketch Pad is a solid-modeling, feature-based, web-enabled system for building parametric geometry. It can be downloaded from ESP’s website. Please check out pre-built ESP, you don’t need to compile software from source. The geometry in ESP is described in a text *.csm file containing all CAD instructions. See csm example:

# Branches:
sphere    0   0   0   1

attribute groupName $mysphere

end

which will create a sphere of radius = 1 at (0, 0, 0). The face of the sphere will be labelled as mysphere.

../../_images/sphere_csm.png — Fig. 3.3.1 Engineering Sketch Pad view of the geometry.#

3.3.3. Surface Meshing#

The surface mesher takes the geometry file and configuration JSON file as input parameters and generates a surface mesh. The meshing configuration file (or dict in python), also called surfaceMesh.json, contains information such as maximum element edge length, curvature resolution angle or growth rate of 2D layers. See JSON example:

{
    "maxEdgeLength": 0.1, 
    "curvatureResolutionAngle": 15,
    "growthRate": 1.2, 
    "faces": {
        "mysphere": {
            "maxEdgeLength": 0.05
        }
    }
}

The surface mesh is created by submitting a geometry file and JSON file using NewSurfaceMeshFromGeometry() function. See the example below:

import flow360client
surfaceMeshId = flow360client.NewSurfaceMeshFromGeometry("path/to/geometry.csm", "surfaceMesh.json", surfaceMeshName="my_surface_mesh", solverVersion='release-22.2.3.0')

The above code will create a surface mesh of geometry using "maxEdgeLength": 0.05 on a surface labelled as mysphere, see line 4 of the *.csm file.

../../_images/sphere_surfMesh.png — Fig. 3.3.2 Auto-generated surface mesh.#

Inputs:

geometry.csm file
surface mesh config.json or python dict

Outputs:

surface mesh
surfaceMeshId

For a full description of config.json for surface mesher see here.

Note

When using web interface make sure to select version during New Surface Mesh upload

3.3.4. Volume Meshing#

The volume mesher takes a surfaceMeshId and config JSON as arguments and generates a CGNS mesh suitable for the Flow360 solver. The JSON configuration file (or dict in python) specifies the first layer thickness, growth rate, sizes and location of refinement zones and actuator disks. All geometry from ESP is treated as a no-slip wall therefore prism layers will be grown off geometry surfaces.

The farfield will be created automatically:

cylindrical for quasi 3D cases if farfield->type: "quasi-3d" is specified. Both sides of the farfield will be set as a symmetry boundary condition.
semi-spherical if the geometry is bounded by y=0 plane. The y=0 plane will be set as a symmetry plane boundary condition.
spherical otherwise.

Below is an example of a JSON configuration file:

{   
    "refinement": [                                                                 
        {                                                                        
            "size": [4, 3, 2],                                                                                                              
            "axisOfRotation": [ 0, 0, 1 ],               
            "angleOfRotation": 45,                                               
            "center": [2, 0, 0],                 
            "spacing": 0.05                                               
        }                                                                                                                                                 
    ],                                                                                                                                                      
    "volume": {                                                                  
        "firstLayerThickness": 1e-3,                                             
        "growthRate": 1.2                                                    
    }                                                                            
}                   

The volume mesh is created by NewMeshFromSurface() function using surfaceMeshId and config.json. See the example below:

volumeMeshId = flow360client.NewMeshFromSurface(surfaceMeshId, "volumeMesh.json", meshName="my_volume_mesh")

The above code will create a volume mesh out of the surface mesh. The refinement zone of size=4x3x2 will be placed with its centre at (2,0,0). Additionally, it will be rotated by 45 degrees around the [0,0,1] axis. Spacing of 0.05 will be applied in this zone.

../../_images/sphere_volMesh.png — Fig. 3.3.3 Auto-generated volume mesh.#

Inputs:

surfaceMeshId
volume mesh config.json or python dict

Outputs:

volume CGNS mesh
Flow360Mesh.json
volumeMeshId

For a full description of config.json for volume mesher see here.

3.3.5. JSON surface mesher#

Option	Type	Default	Example	Description
maxEdgeLength	float	REQUIRED	0.1	Maximum length of element edge. This value will be overwritten on any face who have a different value for maxEdgeLength defined.
curvatureResolutionAngle	float	REQUIRED	15	Maximum angular deviation in degrees. If the angle between the normal line segment and the normal to the underlying geometry curve at a grid point is larger than the specified angle, a new grid point will be added in the middle of the segment.
growthRate	float	REQUIRED	1.2	Growth rate of layers being grown from edges
edges	dict	{}		<edgeName>: {…} sets parameters for the edge named <edgeName>. The edge must be labelled in ESP (*.csm file). For details see here.
faces	dict	{}		<faceName>: {…} sets parameters for the face named <faceName>. The face must be labelled in ESP (*.csm file). For details see here.

3.3.5.1. edges#

Option	Type	Default	Example	Description
<edgeName>-> type	["aniso", "projectAnisoSpacing"]	REQUIRED	"aniso"	type="aniso": anisotropic surface cells growing along the orthogonal direction to the edge named <edgeName>. See Fig. 3.3.4. type="projectAnisoSpacing": project spacing, see: Fig. 3.3.5.
<edgeName>-> method	["angle", "height", "aspectRatio"]	REQUIRED	"height"	For type="aniso": how anisotropic surface cells grow. "angle": first layer thickness resolves surface curvature angle provided by "value"; "height": provide absolute value for first layer thickness; "aspectRatio": provide aspect ratio of the first surface cell grown from the edge.
<edgeName>-> value	float	REQUIRED	1e-3	For type="aniso": value used in "method" of growing surface cells from the edge.

Example:

"edges": {
    "leadingEdge":  {
        "type": "aniso",
        "method": "angle",
        "value": 1
    },
    "trailingEdge":  {
        "type": "aniso",
        "method": "height",
        "value": 1e-3
    },
    "hubCircle": {
        "type": "aniso",
        "method": "height",
        "value": 0.1
    },
    "hubSplitEdge": {
        "type": "projectAnisoSpacing"
    }
}

../../_images/surfaceMesh_firstLayerThickness.png — Fig. 3.3.4 Surface mesh of a wing. Leading edge and trailing edge are labelled and first layer thickness is applied to the layers grown from the edges.#

../../_images/projectAnisoSpacing.png — Fig. 3.3.5 Example of edge type “projectAnisoSpacing”. See the above JSON example: “hubCircle” colored green, “hubSplitEdge” colored red which is of type “projectAnisoSpacing”. The anisotropic spacing on the neighboring patches will be “projected” to the edge, i.e., the nodes distribution along the edge will be updated.#

3.3.5.2. faces#

Option	Type	Default	Example	Description
<faceName>-> maxEdgeLength	float	REQUIRED	0.05	Maximum length of element edge for the face named <faceName>. This overwrites the global maxEdgeLength for that face only.

Example:

"faces": {
    "rightWing": {
        "maxEdgeLength": 0.05
    },
    "fuselage": {
        "maxEdgeLength": 0.05
    }
}

3.3.6. JSON volume mesher#

Option	Type	Default	Example	Description
refinementFactor	float	1	2	If refinementFactor=r is provided all spacings will be adjusted to generate r-times finer mesh everywhere. For example, if refinementFactor=2, all spacings will be divided by \(2^{1/3}\approx 1.26\) , so the resulting mesh will have approximately 2 times more nodes.
volume	dict	REQUIRED		First layer thickness and growth rate for prism layers being grown out of the surface. It is applied to all surface mesh faces.
volume-> firstLayerThickness	float	REQUIRED	1e-5	First layer thickness for volume prism layers.
volume-> growthRate	float	REQUIRED	1.2	Growth rate for volume prism layers.
volume-> gapTreatmentStrength	float	0	0	Narrow gap treatment strength used when two surfaces are in close proximity. Use a value between 0 and 1, where 0 is no treatment and 1 is the most conservative treatment. This parameter has a global impact where the anisotropic transition into the isotropic mesh. However, the impact on regions without close proximity is negligible. See the examples below.
farfield	dict			Controls farfield shape, the default is a sphere, or semi-sphere when the model has a symmetry plane.
farfield-> type	["auto", "quasi-3d"]	"auto"	"quasi-3d"	Farfield shape: "auto" for spherical and semi-spherical; "quasi-3d" for 2D simulations.
refinement	list(dict)	[]		Description of refinement zones. For details see here.
rotorDisks	list(dict)	[]		Description of rotor disks. This generates a cylindrical shape (hollowed or not) with structured mesh in it. Used for actuator disks or BET disks. For details see here.
slidingInterfaces	list(dict)	[]		Description of sliding interfaces. This generates a cylindrical shape (hollowed or not) with concentric mesh. For details see here.

Gap treatment examples:

../../_images/gap0.png — Fig. 3.3.6 Default configuration, `gapTreatmentStrength=0`#

../../_images/gap025.png — Fig. 3.3.7 `gapTreatmentStrength=0.25`#

../../_images/gap050.png — Fig. 3.3.8 `gapTreatmentStrength=0.5`#

../../_images/gap075.png — Fig. 3.3.9 `gapTreatmentStrength=0.75`#

../../_images/gap100.png — Fig. 3.3.10 `gapTreatmentStrength=1.0`#

The larger gapTreatmentStrength is, the more space is dedicated to isotropic mesh than anisotropic mesh in narrow gaps.

3.3.6.1. refinement (list)#

Option	Type	Default	Example	Description
type	["box", "cylinder"]	"box"	"box"	Shape of the refinement zone: box or cylinder.
center	3-array	REQUIRED	[2, 0, 0]	Coordinate of geometrical center.
spacing	float	REQUIRED	0.05	Cell spacing applied in the refinement zone.
size	3-array	REQUIRED for box	[4, 3, 2]	Size of the box in x, y and z directions.
axisOfRotation	3-array	REQUIRED for box	[0, 0, 1]	Axis of rotation for the box.
angleOfRotation	float	REQUIRED for box	45	Angle (in degrees) of rotation for the box.
radius	float	REQUIRED for cylinder	4	Radius of the cylinder.
length	float	REQUIRED for cylinder	5	Length of the cylinder.
axis	3-array	REQUIRED for cylinder	[0, 0, 1]	Axis of the cylinder.

Example:

"refinement": [
 {
     "size": [4, 3, 2],
     "center": [2, 0, 0],
     "spacing": 0.05,
     "axisOfRotation": [ 0, 0, 1 ],
     "angleOfRotation": 45
 },
 {
     "type": "cylinder",
     "radius": 4,
     "length": 5,
     "center": [5, 0, 0],
     "spacing": 0.05,
     "axis": [1, 0, 0]
 }]

3.3.6.2. rotorDisks (list)#

Option	Type	Default	Example	Description
name	string	index (0, 1, 2…)	"rotor"	Name for the rotor disk. The boundary name will become: rotorDisk-<name>.
innerRadius	float	REQUIRED	0	Inner radius of rotor disk, if greater than 0 then "donut" shape is created.
outerRadius	float	REQUIRED	10	Outer radius of rotor disk.
thickness	float	REQUIRED	0.5	Thickness of rotor disk.
axisThrust	3-array	REQUIRED	[1, 0, 0]	Axis of thrust of rotor disk. The cylindrical shape is rotated such its axis is aligned with axisThrust.
center	3-array	REQUIRED	[0, 0, 0]	Position of center of the rotor disk.
spacingAxial	float	REQUIRED	0.01	Spacing along the axial direction.
spacingRadial	float	REQUIRED	0.03	Spacing along the radial direction.
spacingCircumferential	float	REQUIRED	0.03	Spacing along the circumferential direction.

Example:

"rotorDisks": [
     {
         "name": "enclosed",
         "innerRadius": 0,
         "outerRadius": 0.75,
         "thickness": 0.1,
         "axisThrust": [1, 0, 0],
         "center": [0, 5.0, 0],
         "spacingAxial": 0.1,
         "spacingRadial": 0.1,
         "spacingCircumferential": 0.1
     },
     {
         "innerRadius": 0,
         "outerRadius": 0.75,
         "thickness": 0.1,
         "axisThrust": [0, 0, 1],
         "center": [0, -5, 0],
         "spacingAxial": 0.1,
         "spacingRadial": 0.1,
         "spacingCircumferential": 0.1
     }
 ],

3.3.6.3. slidingInterfaces (list)#

Option	Type	Default	Example	Description
name	string	index (0, 1, 2…)	"interface"	Name for the sliding interface. The boundary name will become: "slidingInterface-<name>".
innerRadius	float	REQUIRED	0	Inner radius of sliding interface, if greater than 0 then "donut" shape is created.
outerRadius	float	REQUIRED	10	Outer radius of sliding interface.
thickness	float	REQUIRED	0.5	Thickness of sliding interface.
axisOfRotation	3-array	REQUIRED	[1, 0, 0]	Axis of rotation of the sliding interface. The cylindrical shape is positioned such its axis is aligned with axisOfRotation.
center	3-array	REQUIRED	[0, 0, 0]	Position of center of the sliding interface.
spacingAxial	float	REQUIRED	0.01	Spacing along the axial direction.
spacingRadial	float	REQUIRED	0.03	Spacing along the radial direction.
spacingCircumferential	float	REQUIRED	0.03	Spacing along the circumferential direction.
enclosedObjects	[]	REQUIRED	["hub", "blade1", "blade2", "blade3"]	Objects enclosed by this sliding interface. Can be faces, other sliding intefaces or rotor disks.

Example:

"slidingInterfaces": [
    {
        "name": "inner",
        "innerRadius": 0,
        "outerRadius": 0.75,
        "thickness": 0.5,
        "axisOfRotation": [0, 0, 1],
        "center": [0, 0, 0],
        "spacingAxial": 0.2,
        "spacingRadial": 0.2,
        "spacingCircumferential": 0.2,
        "enclosedObjects": ["hub", "blade1", "blade2", "blade3"]
    }, {
        "name": "mid",
        "innerRadius": 0,
        "outerRadius": 2.0,
        "thickness": 2.0,
        "axisOfRotation": [0, 1, 0],
        "center": [0, 0, 0],
        "spacingAxial": 0.2,
        "spacingRadial": 0.2,
        "spacingCircumferential": 0.2,
        "enclosedObjects": ["slidingInterface-inner"]
    }, {
        "innerRadius": 0,
        "outerRadius": 2.0,
        "thickness": 2.0,
        "axisOfRotation": [0, 1, 0],
        "center": [0, 5, 0],
        "spacingAxial": 0.2,
        "spacingRadial": 0.2,
        "spacingCircumferential": 0.2,
        "enclosedObjects": ["rotorDisk-enclosed"]
    }, {
        "innerRadius": 1.5,
        "outerRadius": 2.0,
        "thickness": 2.0,
        "axisOfRotation": [0, 1, 0],
        "center": [0, -5, 0],
        "spacingAxial": 0.2,
        "spacingRadial": 0.2,
        "spacingCircumferential": 0.2,
        "enclosedObjects": []
    }, {
        "name": "outer",
        "innerRadius": 0,
        "outerRadius": 8,
        "thickness": 6,
        "axisOfRotation": [1, 0, 0],
        "center": [0, 0, 0],
        "spacingAxial": 0.4,
        "spacingRadial": 0.4,
        "spacingCircumferential": 0.4,
        "enclosedObjects": ["slidingInterface-mid", "rotorDisk-1", "slidingInterface-2", "slidingInterface-3"]
    }
],

../../_images/slidingInterfaces.png — Fig. 3.3.11 Rotor disks and sliding interfaces generated according to the above configuration.#

Automated Meshing

Contents

3.3. Automated Meshing#

3.3.1. Overview#

3.3.2. Geometry#

3.3.3. Surface Meshing#

3.3.4. Volume Meshing#

3.3.5. JSON surface mesher#

3.3.5.1. edges#

3.3.5.2. faces#

3.3.6. JSON volume mesher#

3.3.6.1. refinement (list)#

3.3.6.2. rotorDisks (list)#

3.3.6.3. slidingInterfaces (list)#