• CFD, Fluid Flow, FEA, Heat/Mass Transfer

Solution Domain

Geometry or computational domain for CFD simulation requires a water tight geometry with simplification to handle the mesh creation process. Solution of computational domain refers to 2D or 3D geometry in which fluid flow and/or heat transfer phenomena need to be solved. This is known as "ZONES" in FLUENT, "REGIONS" in STAR-CCM+ and "DOMAIN" in CFX. These are "volumes surrounded by closed surfaces(called boundaries)" in 3D and "areas closed by edges or lines (called boundaries)" in 2D. It is the mesh and nodes generated to define and represent the physical space mathematically. No geometrical information is associated with the solution domain.


The geometry creation for CFD can be accomplished by either of the following two methods:

  • Create geometry in any CAD (Computer-Aided Design) software such as Unigraphics, Catia, Pro/E, Solidedge. The geometry information created so far is called to be in "Native CAD" format. This geometry should be translated to a Neutral format such as IGES, STEP, Parasolid. All Pre-processors available has build-in capacity to read (Import) CAD data in this format. Once the geometry is imported into the Pre-processor, defeature as per requirement.
  • The second approach is to create geometry directly into the pre-processor. All commercial pre-processors has basic built-in features to create Geometrical Entities. We strongly recommend this approach for following two cases:
    • 2D simulation
    • When geometry is axi-symmetric. In this case, one needs to create the 2D cross-section first and then extrude it by rotation. In ANSYS FLUENT, in the axisymmetric model the boundary conditions should be such that the centerline (where the radius reduces to zero) is an axis type instead of a symmetry type. The axis should the z-axis. Thus, for all 2D simulations, FLUENT expects geometry to be in XY-plane.
    • One widely used term in numerical simulation is Topology. A precise explanation is provided by Georgios Balafas in his master's thesis for the Master of Science program in Computational Mechanics "Polyhedral Mesh Generation for CFD-Analysis of Complex Structures": The topology of a mesh is an abstraction of the geometric model, that provides unambiguous, shape independent information about the relation between the entities that form the mesh structure. To this end, a mesh database is used in order to store various-level attributes of entities of different dimensions. These typically include 0-D entities, referred to, in literature, as vertices or nodes, 1-D entities, referred to as edges, 2-D entities, referred to as faces or facets and 3-D entities, referred to as solids, volumes, regions or cells.
    • Few other definition taken from previous reference:
      • "A face is said to be classified on the boundary of the geometric model, when it is adjacent to only one solid, which means that the free side of the face forms an external boundary. In the opposite case, where a face is adjacent to two solids, it is classified in the interior of the geometric model."
      • Mesh edges inherit their classification by their adjacent faces. Specifically, when an edge has at least one adjacent face that is classified on a model's boundary surface, the edge is also classified on the same boundary. To be more precise, in a conforming non-manifold three-dimensional mesh, an edge will have either zero or at least 2 adjacent boundary faces, however detecting one of them can be considered enough to classify the edge on the boundary as well. Furthermore, when an edge's adjacent boundary faces are classified on different boundary surfaces of the model, this denotes the edge's classification on a model's boundary edge, where 2 of its boundary surfaces intersect. It is, therefore, adequate to count the amount of different boundary identifiers that are assigned to the adjacent faces of an edge, in order to conclude whether this edge is internal (zero boundary identifiers), on a boundary surface (one identifier), on a boundary edge (2 identifiers), or is a non-manifold edge (> 2 identifiers).
      • Extending the aforementioned classification criteria for vertices, a mesh vertex is classified on a model's boundary surface, when at least one of its adjacent edges is also classified on a boundary surface. Additionally, when at least one of the adjacent edges of a vertex is classified on a model's boundary edge, then the vertex is also classified on the same boundary edge. Finally, when there exist at least two adjacent edges classified on two different model's boundary edges, the vertex is classified on a model's corner, formed at the intersection of the boundary edges. In other words, the classification of a vertex with respect to the model can be determined by counting the amount of different boundary identifiers assigned to the adjacent faces of the vertex. Zero boundary identifiers denote an internal vertex, while vertices on a boundary surface have adjacent faces with a unique identifier. Nodes on model's boundary edges have adjacency relationships to faces of two boundary identifiers in total and vertices on a model's corner sum up with three adjacent boundary identifiers. Finally, when a vertex has adjacent faces classified to more than three different boundary surfaces, the vertex is non-manifold.

Guidelines to Design Thermal Management System

Following considerations are recommended to design air-cooled and liquid-cooled systems:
  1. The avaiable space and envelope such as inlet and outlet connectors, location of fans... should be as per component placement
  2. For gas (air) cooled systems:
    • The design approach with passive cooling (natural convection) and active cooling (forced convection) are different
    • Both may use heat spreader (heat sinks) and thermal interface material
    • In passive cooling, the orientation of the part and hence the orientation of heat spreader or heat sink should is along direction of gravity
    • For active cooling case, the location of fan should be inline with the heat sink and there should be diverging duct to control the swirl of the fans
  3. For liquid cooled systems:
    • First criteria is to meet the pressure drop requirement (maximum permissible pressure drop) for specified flow rate
    • The cooling channel should be in a curved or serpentine shape to cover larger surface area which also ensures continuous mixing of hot and cold fluid (no formation of thermal boundary layer)
    • The heat conducting face of heat generating devices (MOSFET, IC, Capacitors...) should be directly mounted on the heat sink or cooling channel plates as per the layout of the components
    • Ensure good contact between the heat generating parts and the cooling plate or heat spreader by using thermal grease or thermal interface material (TIM)
    • The sizing of the channels are iterative: for cooling channels with Aluminum and copper, the liquid (cooling medium) velocity is limited to 2 [m/s] or 5-8 [ft/s]* and for stainless steel the limit is 4 [m/s]. This is to avoid pitting (erosion) at higher liquid velocities. High water velocity in copper channels can strip the protective copper oxide layers and thus accelerate corrosion-erosion of the channels
    • Sometimes a minimum average velocity is also need to be met to avoid fouling and depositions on the channel walls
    • The minimum wall thickness is governed by burst pressure requirements. In terms of thermal performance, a lower wall thickness leads to better conductive heat transfer.
* An Evaluation of Enhanced Cooling Techniques for High-Heat-Load Absorber: S. Sharma, C. Doose, E. Rotela and A. Barcikowski - The Advanced Photon Source, Argonne National Laboratory, Argonne, IL. The recommendation as per Boyd Corporation with water as flowing medium is:
Material Recommended maximum velocity
Low Carbon Steel 10 ft/sec - 3.0 [m/s]
Stainless Steel 15 ft/sec - 4.5 [m/s]
Aluminum 06 ft/sec - 1.8 [m/s]
Copper 08 ft/sec - 2.4 [m/s]
90-10 Cupronickel 10 ft/sec - 3.0 [m/s]
70-30 Cupronickel 15 ft/sec - 4.5 [m/s]

Naming Convention of Boundaries and Cell Zones

In any practical application of CFD simulations, the computational domain may comprise of many cells zones (fluid and solid zones) and boundary zones (walls, inlets and outlets). The engineer responsible for pre-processing may not be the one who creates solver file and post-processes the results. The reviewer(s) of the mesh and simulation set-up will certainly be not the engineer who created them. In order to convey the domain information seamlessly, a naming convention should be adopted, it can be a generic system applicable for large number of projects or a specific system for particular simulation set-up. An example is outlined below with following default setting: Newtonian, stationary, adiabatic, smooth boundaries or zones can be named arbitrarily though it is recommended to chose names and identifiers meaningfully.
  1. Inlet(s) and outlet(s) should be named as b_inlet_id, b_outlet_id where 'id' stands for identifier.
  2. Walls with boundary conditions (other than adiabatic): w_tpr_id, w_hfx_id, w_htc_id, w_rot_id w_mov_id, w_rgh_id, w_s2s_id where 'rgh' stands for rough walls, s2s stands for coupled solid walls.
  3. Cell zones: fld_air_id, fld_wtr_id, fld_oil_id, fld_nnw_id, fld_rot_id, por_mom_id, por_thm_id, sld_alm_id, sld_stl_id, sld_src_id ... where 'nnw' stands for non-Newtonian fluids, 'src' stands for solid zones with heat source and/or sink and 'por' stands for porous (fluid) zones.
  4. Internal planes: int_f2f_id, int_baf_id ... where 'baf' stands for thin walls or baffles.
  5. Non-conformal interfaces: if_f2f_id, if_s2s_id, if_sta_rot_id, if_por_fld_id, if_por_por_id where 'sta' stands for 'stationary' zones and 'por' stands for 'porous' zones.
  6. All boundaries with no special setting or conditions to be applied on them can be named as 'b_def_id' or dumy-id1, dumy-id2 or empt-id1, empt-id2 or fblk-id1, fblk-id2 where dumy stands for dummy, empt for empty and fblk for flow-blockers. This is especially important while dealing with assemblies with large number of solids and fluid zones.

DOMAIN SIZE REDUCTION THROUGH SIMILARITY: In order to results of the model to apply to the prototype, strict similarity rules must be followed.

A convenient frame of reference must be defined that applies to both model and prototype and corresponding locations must be defined using dimensionless ratios (for a sphere for example, angle on its surface, longitude and latitude lines). Thus, there exist similar conditions for corresponding points on both model and prototype. That is, the drag coefficient at a particular point on the sphere applies to both model and prototype.

The designer must follow, then geometric similarity (model and prototype), kinematic similarity (velocity vector direction is similar for both model and prototype), dynamic similarity (force vector direction is similar for both model and prototype), thermal similarity (heat fluxes), etc.

Note that similarity principles cannot be applied for all application without loss of accuracy. For example, to reduce size of an axial flow fan with shroud, either for numerical or experimental investigation, their is no thumb rule to account for blade-tip and shroud clearance. Hence, the designer has to establish his own "quality standards and acceptance criteria" to address this limitation


Domain size reduction by sub-modeling

Leakge Flow

A simple duct flow simulation can be carried out to find out pressure drop vs. flow rate curve or even hand calculations based on empirical data can be used to find out loss coefficient for the outlet-vent. Note that sudden contraction loss coefficient needs to be added to the value obtained based on simple channel flow between parallel plates.

Domain size reduction by axi-symmetry

Axi-symmetry

The computational domain can be a quarter symmetry, any other sector angle or even 2D plane around axis of the tank.

The pre-processing activities require geometry simplifications (defeaturing) and ANSYS SpaceClaim has some powerful non-parametric features. One of them is the 'Pull' option (short-cut 'p') which is equivalent to 'sweep' or 'extrude' operation. By default, pull direction is tangent to the selected edge or perpendicular to the selected face. A direction can be chosen or pulled (sweep) along a curve. Selection: all holes equalt to selected radius, all holes of same radius in same face, all holes of radius equal or smaller than select radius. Blend (b): create surface by two lines (it is equivalent to 'loft' operation in some CAD programs). Fill (f): create surface from a closed loop of curves. Move (m): the 'origin' option is to select the reference point on the source object.

Step-by-Step for Geometry Defeaturing and Simplifications (ANSYS Spaceclaim)

Step-1:

Split the large assemblies into smaller (if possible, geometrically less-dependent) domain. This helps avoid large memory requirement and further geometry clean-up operations as well.

Step-2: Re-group and rename the data

The geometry in CAD environment is created keeping in mind the physical construction and assembly sequences. This is not important in mesh generation. It is better to re-group the geometrical (CAD) entities in terms of expected boundry definition. This makes it easy to operate on a smaller section of the entire domain. The selection, hide/unhide and operations such as imprint/ interference become faster.

Step-3:

Further segregate the geometry into 'Solids' and 'Surfaces'. This helps chose operations appropriate for the respective category. Such as fillet removal, split, booleans and extrude (pull) is easy on solids.

Step-4:

Convert the solids with thin wall thickness into solids with no internal wall and void. For example, a beam with fillets and internal wall.

Convert a hollow beam to solid beam

Step-5:

Before removing the wall thicknesss, use the operations appropriate for solids such as Booleans like unite, intersect... to make sure the once converted to surface, no further operations such as extend /intersectio is needed to remove the gaps / connect the surfaces. Note that this method is no recommended for FEA simulation. in CFD the blockage of flow is important where as in FEA the location of centroid is important.

solid To Surface MidSurface Extraction

Step-5:

ANSYS Spaceclaim is a CAD-type pre-processor and works better on solids. CFD volume extraction is a analogous to 'negative' of visible solid volumes. Instead of deleted the unwanted surfaces one-by-one, it is recommended and worth trying to create a "bounding box" enclosing the geometry and use a bolleaan to subtract the solids from the 'bounding' box. The resultant negative volume of fluid domain is easy to operate and remove the protrusions generated due to gaps in original (input) geometry.
Tips and Tricks:

Definition: gaps in the plane of a surface is called lateral (horizontal) gaps and gaps in the direction of area normal is called the transverse (vertical) gap.

If you are dealing with large surfaces with small (transverse) gaps (say < 1% of the biggest geometry or say 1-5 [mm] which you can neglect), follow these steps:

  • Create a plane and/or planar surface encompassing the entire geometry which defines the best possible horizontal plane for the lower bound of the geometry.
  • Extend (using 'extrude', 'sweep' or 'pull' tool) by amount which covers (fills) all the unevenness (transverse gaps) in the geometry.
  • Split the bodies (solid volumes and surfaces) as per appropriate tool. E.g. in ANSYS Spaceclaim, "Split Body" can be used for both solid and surface bodies. 'Split' tool can be used for surfaces only.
  • This process will remove the 'local' details such as 'openings', small surfaces or patches for named selection... Project the curves from original geometry as needed and then split the bigger surfaces created during previous operations.
  • Delete the unwanted extensions created due to 'extend' and 'trim / split' operations.
  • Repeat the process for other bodies in the assembly.
  • Repeat the process for the upper and left / right bounds of the geometry. Though, once the lower and upper bounds are flattened (made coplaner), the 'blend' and 'fill' operation can be used to fill any lateral gaps between vertial edges and surfaces.

Fill operation: selecting many contiguous (connected) surfaces for fill operation does not work. However, selecting just one surface out of many makes the 'fill' tool act nicely.

Do not 'stitch' the geometry body and surfaces until you are dones with all necessary clean-up and simplifications.

'Imprint' and 'Interference' operations do not make intended change in on go. Continue the operation till you get a message "No problem areas were fixed".

In ANSYS Spaceclaim, sometimes 'pull to' operation does not work. However, you can manually 'pull' or 'extend' the edges to or beyond the desired target edge. Hence, extend the edges manually and split them later to have a common boundary. Another option is to copy the surface(s) into a new model file and then do pull / fill / trim operations. Once desired shape is achieved, copy-paste the new geometry or shape back into main assembly.


assembly Gaps

One of the tedius and time-consuming work (which cannot be automated most of the time) is the fill small assembly gaps (especially in case of surfaces designed for aesthetic purposes). Such parts and surfaces tend to have high 3D curvature and multi-radii bends / fillets that cannot be easily removed. The blend, fill and pull operations on the two sides of such gaps tend to fail very often. The issue gets further complicated because the gaps are between two valid solids (there are no free edges) and hence any feature to find and fill gaps shall not work. As suggested above, the one option is to copy the surface(s) into a new model file and then do pull / fill / trim operations. Once desired filler surfaces are created, copy-paste the new geometry or shape into main assembly.

Sometimes, the edges of the surfaces forming the gaps are short and split into many segments. Most of the geometry defeaturing programs have option to Fit Curves. However, this operation may not work if curves are already associated with surface. In ANSYS SpaceClaim, Patch Fill is another option. First click on Fill Ribbon toolwithout selecting any geometry. Under the options, the default is Extend Fill. Change the option to Patch Fill. If any geometry was previously selected, it would have extended fill.


Blender Tool for Geometry Clean-up

Blender is not a CAD modeling program. For example, there is no concept of solids even if it is enclosed from all sides by faces, the concept of Boolean (add, subtract...) in Blender is not same as standard 3D CAD tools. Note that you can extrude a face and the operation is named as Solidify. Since Blender works on tessellated geometries, they are 'hollow' or "empty inside" by definition. The attributes such as mass or matter inside an object, centre of gravity... cannot be assigned to objects in Blender.

Other products offering similar features are Maya 3D and Houdini. From the website of Autodesk: "What is Maya? Maya is professional 3D software for creating realistic characters and blockbuster-worthy effects. Bring believable characters to life with engaging animation tools. Shape 3D objects and scenes with intuitive modelling tools. Create realistic effects – from explosions to cloth simulation." From the official page of Houdini: "Houdini is built from the ground up to be a procedural system that empowers artists to work freely, create multiple iterations and rapidly share workflows with colleagues. In Houdini, every action is stored in a node. These nodes are then “wired” into networks which define a “recipe” that can be tweaked to refine the outcome then repeated to create similar yet unique results. The ability for nodes to be saved and to pass information, in the form of attributes, down the chain is what gives Houdini its procedural nature."

GUI of Blender

Like many feature rich applications, the interface of Blender is a bit intimidating (complex and lost in ocean type) when you open it the first time. Understaing the GUI layout and context based sub-menu is key to get started.Blender General Preferences

Blender-Basic-GUI-2

Blender Input Preferences

Blender-Basic-GUI-3

"The Decimate Geometry tool allows you to reduce the vertex/face count of a mesh with minimal shape changes." Delete Loose: removes disconnected vertices and edges (optionally faces). Merge by Distance is a useful tool to simplify a mesh by merging the selected vertices that are closer than a specified distance to each other.

Blender Selection Transform

Select More/Less: More - Ctrl-Numpad Plus = Expands the selection to the adjacent elements of the selection type. Less - Ctrl-Numpad Minus = Contracts the selection from the adjacent elements of the selection type. Next Active - Shift-Ctrl-Numpad Plus: This uses selection history to select the next vertex, edge, or face based on surrounding topology. Previous Active - Shift-Ctrl-Numpad Minus: Select previous just removes the last selected element. Select Linked: Selects all components that are connected to the current selection.

Blender Operations on Vertices and Edges

Grid Fill: similar to Blend or Loft operation. Beautify Faces on selected faces rearranges triangles to obtain more 'balanced' ones (i.e. less long thin triangles that is triangles with lower aspect ratio). Solidify Faces is equivalent to Extrude or Pull operation. Limited Dissolve: Simplifies mesh by dissolving vertices and edges separating flat regions.

Blender Limited Dissolve

Change view to wireframe mode, select entities (say faces) based on similar attributes (area, perimeter, co-planar, normal...). The options for "Select Similar" changes based on selection of vertx, edge or face. All free edges can be selected by selecting one such (free) edge, and then Select: Select Similar: Amount of Faces around an Edge. If needed, these free edges can be sewed by fill operation.

Blender Select Similar

Collapse edges (merge vertices)

Blender Collapse Edges

Fix for Viewport Clipping
Also known as object cut-off issue, zooming in to inspect texture or mesh details in 3D view clips faces partially like a clipping mask not showing the full model. Click on the small left arrow (< sign) on the top right near XYZ-triad to open the following pane.

Blender Viewport Clipping Fix

Drag the left edge of pane towards right to close the pane which displayes options for tabs Item, Tool and View.

Some challenges dealign with tessellated geometries are removing fillets and chamfers from imported say STL file, deleting coincident surfaces (common boundaries of two closed volumes), removing proximities at sharp corners and point contacts such as a tire contacting flat ground.

ANSYS Discovery (known as SpaceClaim and DesignSpark) has on option called Vectorize Image that creates curves around colored areas in images. This can be used to create a 2D domain from images. A colour convention can be use to define domain and material types (solid, fluid, insulator...).


Curves
A curve or segement of a curve is defined as collection of points whose coordinates are specified as continuous ONE-parameter and single-valued mathematical functions. In cartesian coordinate system, it can be expressed as x = f(u), y = g(u) and z = h(u) where f, g and h are the single valued mathematical functions. 'u' is known as parametric variable and it is very often (and necessarily) constrained to the interval [0 1]. The curves are said to be point-bounded as it has two definite end points.

Linear parametric equation of curves: x = a + b.u, y = m + n.u, z = p + q.u where a, b, m, n, p and q are constants. The curves starts at p(u=0) = [a m p] and ends as [(a + b) (m + n) (p + q)] with direction cosines proportional to b, n and q.

Cubical parabola: x = a.u, y = b.u2, z = c.u3 where a, b and c are constants.

Left-handed circular helix: Also known as machine screw, the curves are described as x = r.cos(u), y = r.sin(u), z = p.u where r and p are constants. It is the locus (path) of a point that revolves around the z-axis at radius r and moves parallel to the z-ais at a rate proportional to the angle of revolution 'u' (known as pitch of the helix). Note that if p < 0 then it is a right-handed screw (helix).

All the 3 examples above demonstrate the versatility of parametric representation of a curve. However, we need to always have a independent variable (u or θ) as parameter. Even, x or y or z themselves can be a parameter so that x=f(x), y=g(x) and z=h(x). Similarly, the surfaces can be represented parmetrically. This is the reason the 3D CAD geometry in SolidWorks, Unigraphics, Creo, Inventor, FreeCAD... are called parametric models and the method is called parametric modeling.

Algebraic Form of a Parametric Cubic (PC) Curve: Following 3 polynomials are required to define any curve segment of a PC curve:

x(u) = a0 + a1u + a2u2 + a3u3

y(u) = b0 + b1u + b2u2 + b3u3

z(u) = c0 + c1u + c2u2 + c3u3

The unique set of 12 constant coefficients are known as algebraic coefficients and determines the size, shape and position of the curve in space.

Geometric Form of a Parametric Cubic (PC) Curve: Algebraic coefficients do not lend much flexibility to control the shape of a curve in modeling situations as they do not account for conditions as its ends points or boundaries. When a curve is described based on its conditions as the ends (such as end point coordinates, tangents, curvature, torsion...), it is called geometric form of the curve.

geometric Cubic Curve

Finally, p(u) = (2u3 - 3 u2 + 1) p(0) + (-2u3 + 3u2) p(1) + (u3 - 2u2 + u) p'(0) + (u3 - u2) p'(1).
STEP/IGES
STEP (or STP) and IGES (or IGS) are two widely used neutral file format. IGES format was deeloped in 1980 by US Air Force in collaboration with Boeing, GE and Xerox. STEP format came into existence in 1984 as ISO standard 10303-21. Both these standards are plain text formats that use pre-defined special purpose syntax. For example, entity names in STEP format consists of digits preceded by '#'. /* ... */ defines comment. STEP format does not maintain features such as fillets, chamfers... as separate geometrical entities.

Create Periodic Planes

The easiest option is to cut the geometry with two planes inclined at desired sector angle and passing through the axis of rotation. This option amy cut through the blades (rotating as well as stationary) through the domain shall still remain periodic by definition.

Periodic-section type 1

Another approach is to draw a plane passing between two adjacent blades, the plane need not pass through exactly middle point of the leading edges. Create another plane inclined to the first plane at required sector angle. Split the geometry by these planes.

Periodic-section type 2

The following method is similar to previous one except 5 to 8 planes may be required to split the geometry into axial and tangential directions.

Periodic-section type 3

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The content on CFDyna.com is being constantly refined and improvised with on-the-job experience, testing, and training. Examples might be simplified to improve insight into the physics and basic understanding. Linked pages, articles, references, and examples are constantly reviewed to reduce errors, but we cannot warrant full correctness of all content.