Introduction
ANSYS is a Computer Aided Engineering (CAE) software environment that integrates a suite of single-physics applications for the analysis of engineering problems, including:
- Structural mechanics.
- Fluid dynamics.
- Electromagnetics, &
- Thermal analysis.
The ANSYS Workbench environment attempts to establish a consistent process to simulation with regards to parametric & geometric design, model generation, setup, solution specification, results production and post-processing.
Using the Thermal Analysis application, ANSYS allows us to perform steady-state and transient simulation of heat conduction, convection and radiation through assemblies and to analyse the resulting temperature distribution, thermal gradients, and heat flow through our structure.
ANSYS screenshot - © Doug Rattray, LCC, UHI
Thermal Analysis (Overview)
In ANSYS, the Thermal analysis application can be steady-state or transient:
- A steady-state analysis implies that the thermal conditions of the system have reached a state of static equilibrium, i.e., this resultant analysis is not time dependent.
- A transient analysis implies that the system is thermally dynamic, i.e., the thermal properties of the system are changing with time (time dependent).
With Thermal analysis, the properties that are considered are listed here:
Temperatures |
Points in the model of known temperature |
Heat flow |
Points in the model of known heat flow rate |
Heat flux |
Surfaces of the model of known heat flow rate per unit area. |
Convection |
Surfaces of the model where heat is transferred to or from surroundings by means of convection |
Radiation |
Surfaces of the model where heat is transferred to or from the model by means of radiation. |
Adiabatic Surfaces |
Surfaces of the model where no heat is transferred from or to the model (i.e., perfectly insulated) |
Heat generation |
Regions within the model of known heat generation |
Modelling Process when using ANSYS Steady-State Thermal
In this section, a generic modelling process is presented, the aim of which is to establish general good modelling practices:
It should be noted that this process will not be applicable to all problems or in some cases sufficient in rigour to guarantee that we generate meaningful results from the model. In the following examples we shall work through these steps to analyse heat transfer problems in ANSYS.
Example 8
Consider a heated block with a cooling fin attached to assist with heat dissipation as illustrated:
The heated block is at a temperature of T0 = 100°C.
The cooling fin is constructed of Aluminium of dimensions: 300 x 10 x 1000 mm. The fin is cooled by means of convection by a moderate speed forced air current at a temperature of Tfl = 24°C.
The following assumptions apply:
- The coefficient of conduction is kALU= 237.5 W/m K.
- The coefficient of convection between the cooling fin and its surroundings is h = 100 W/m2K.
- Heat loss by convection from the cooling fin tip and sides can be considered negligible
- Heat loss by radiation can be considered negligible.
© Doug Rattray, LCC, UHI
Model the system in the ANSYS software environment and determine:
- the temperature of the cooling fin at its tip.
- the cooling effect of the fin (i.e., the rate of heat flow dissipated from the cooling fin to its surroundings).
Example 8 – Step 1: Problem Definition
Before rushing to model the problem using software, the first step is to give some consideration to the problem statement. This stage is essential for the following reasons:
- By suitably framing the problem statement, we ensure that the system is modelled appropriately.
- We may be able to make estimations or predictions of the modelled results. This will support the validation of models and provide a degree of confidence that our results are correct.
- By considering any errors or simplifications that we might introduce during numerical analysis, we have a stronger understanding of our system, which will provide context to our result and assist in troubleshooting should our results contain uncertainty.
By assuming heat loss from the cooling fin tip and side surfaces, we can re-frame our problem as a one-dimensional temperature distribution along the x-axis as illustrated.
Note, in a one-dimensional problem and with no heat storage or generation, the energy balance equation is given by:
Where the first term ( [ ] ) is heat conducted through the cooling fin and the second term ( ) is the net heat flux exiting the fin through the total surface with depth ‘P’.
© Doug Rattray, LCC, UHI
For clarity, the following assumptions are implicit in our re-framing of the problem in this manner:
- The heat loss is mainly through the top & bottom surfaces, i.e., heat flux through the tip and sides of the fin is negligible.
- The problem is in steady-state conditions, i.e., the heat flux entering and leaving the fin have settled to constant values.
- The fin is not affected by thermal stresses causing structural deformation, i.e., the physical dimensions are independent of temperature.
- The conductivity (k) is constant through the length of the fin and independent of temperature.
Stating the energy balance equation in terms of heat flux (ɸ):
where flux (ɸ) is defined as:
and m2 is a constant defined as:
This differential equation has a Particular Solution in the form:
where (ɸ0) is:
L is the length of the fin and cosh (x) is the hyperbolic cosine function defined as:
Note
Revision of Solution of Differential Equations can be found at: https://www.khanacademy.org/math/differential-equations. For the sake of this example, we shall take this solution as a given.
Using the above solution, we can input known conditions from our problem statement and make an estimation of the temperature at the tip of the cooling fin:
T0 = 100°C Tfl = 24°C |
kALU = 237.5 W/m K h = 100 W/m2 K |
P = 2 x 1000 = 2 000 mm = 2 m A = 1000 x 10 = 10 000 mm2 = 0.01 m2 L = 300 mm = 0.3 m |
Using these parameters, we can compute our constant m:
And with those, we can calculate the flux through the fin and therefore the Temperature at the tip TL:
Remembering that:
We can also make an estimation of the total cooling capacity of the fin by estimating the heat flux at the base of the fin, i.e., the rate of heat flow into the fin from the hot object.:
Above we derived the equation for temperature:
where
We may then state:
At the base of the fin; the derivative of Temperature with respect to displacement is therefore:
where:
so
Remembering, the equation for rate of heat transfer is:
We should only expect these results to approximate that produced by ANSYS, as several of our assumptions inherent in these hand calculations will not be applicable within a modelling environment.
Example 8 – Step 2: Pre-processing
Prior to generating the solution, the model requires a degree of setup and configuration that is captured in the pre-processing stage. In this stage we shall work through the following steps:
- Model Setup:
- Create the ANSYS model, set a Title for the project Save the project.
- Set preferences.
- Specify material properties.
- Geometric design.
- Generating the mesh and element type
To open ANSYS in Windows search for ‘workbench’ in the Start menu and select the latest version (2019 R3 in our case).
The Toolbox in Workbench shows several analysis systems that give access to various solvers designed for the solution of various mathematical model problems that arise in engineering.
In our case we shall be using ‘Steady-State Thermal’, so click and drag that solver into the Project Schematic workspace.
Prior to geometric design, it is worth checking the model setup:
- Rename the project: ‘< your name > - Example 8 - < date > ’
- Click on the ‘Units’ in the Window Ribbon and check that Metric (kg,m,s,°C, A,N,V) is selected.
- Right click on ‘Geometry’ in our solver tool and check that the Analysis Type is set to ‘3D’.
- Save the project by using ‘File’/‘Save as’ and give the project an appropriate name.
© Doug Rattray, LCC, UHI
Note that the ‘Save as’ function stores a ‘*wbpj’ file alongside an associated folder of files that are all required to run the project. To save the full project in a single file (e.g., for sending by email) students may prefer to use the ‘File’/‘Archive’ function to save a ‘*wbpz’ file.
The Material Properties of the problem can be specified from within the Engineering Data tool.
- Double click on ‘Engineering Data’ to open the ANSYS Material Properties database.
- The default material used by ANSYS is Structural Steel; in our example we need to add the material properties specified in the problem statement.
- Add a new material from ‘Engineering Data Sources’ / ‘Thermal Material’ database and within here, select ‘Aluminium’.
- Check that the Isotropic Thermal Conductivity is 237.5 W/m K. The minimum material property required for this problem is the thermal conductivity. If heat were generated within the fin, the Specific Heat ‘C’ of the material would also need to be specified.
- Finally, check that the Aluminium is set as the default material for the model by right-clicking on new material.
Once completed, the Engineering Data tab can be closed to return to the project.
© Doug Rattray, LCC, UHI
The geometry of the problem can be imported from external sources (e.g.: an industry CAD package) or drawn using the built-in CAD drawing package – ‘DesignModeler’.
- Right click on ‘Geometry’ and select ‘New DesignModeler Geometry’.
- We will start by sketching the fin in two dimensions, before extruding into a 3D object. Initially we can hide the z-plane by clicking on the blue ‘z’ arrow on the axis frame.
- In the Tree Outline select the ‘XYPlane’ and select the ‘Sketching’ tab.
- Draw a rectangle in the positive XYPlane placed on the zero-crossing and from within the ‘Dimensions’ tab, specify the vertical and horizontal dimensions as per the problem specification.
- Bring back the view of the z-plane by clicking on the red dot on the axis frame.
- Select the sketch ‘Sketch1’ under the XYPlane tree and extrude the object into the z-plane by selecting ‘Extrude’ from within the ‘Create’ menu.
- Set the depth of the extrusion to 1000 mm or 1 m from within the properties window and check that the ‘Direction Vector’ is set to ‘Normal’ i.e., being applied normal to the surface, in the z-direction.
- Finally, click the ‘Generate’ button to create the 3D model of the cooling fin. This completes the geometric design process required for this problem.
You may now close DesignModeler and ANSYS will indicate that a valid geometry has been captured with a green tick.
DesignModeler can be used to create much more complicated shapes and students should take some time to learn the additional functions of this tool.
A userguide for DesignModeler can be found here: http://www.kkiem.mech.pg.gda.pl/oacm/kosmos/workbench/instrukcja.pdf
© Doug Rattray, LCC, UHI
© Doug Rattray, LCC, UHI
The mesh is specified in ANSYS Mechanical. Prior to opening Mechanical, check that the solver properties are configured properly:
- Physics: Thermal
- Analysis: Steady-State
- Solver: Mechanical APDL
Once checked, open ANSYS Mechanical:
- Right click on ‘Model’ and select ‘Edit…’.
In the ‘Outline’ panel select ‘Mesh’ and set the following Mesh Details:
- Under Defaults set:
- ‘Element Order’ to Quadratic.
- Element Size’ to Default.
- Under Sizing set:
- ‘Use Adaptive Sizing’ to No.
- ‘Mesh Defeaturing’ to No.
Click the ‘Mesh’ / ‘Generate’ button to produce the mesh.
This completes the meshing process. ANSYS Mechanical can be used to create much more complicated meshes which may be useful for more complicated geometries; students should take some time to learn the additional functions of this tool.
© Doug Rattray, LCC, UHI
© Doug Rattray, LCC, UHI
A note on Element Type
ANSYS offers various options for mesh element design. The common element types used in thermal analysis are listed in the table below:
|
2-D Solid |
3-D Solid |
3-D Shell |
Line Element |
Linear |
PLANE55 |
SOLID70 |
SHELL57 |
LINK31, 32, 33, 34 |
Quadratic |
PLANE77 PLANE35 |
SOLID90 SOLID87 |
|
|
Example 8 – Step 3: Generating the Numerical Solution
The model has now been prepared and is ready to generate numerical solutions. In this step we shall configure the initial conditions and solve the model. In summary we shall complete the following steps:
- Setup the initial conditions:
- Initial thermal conditions
- Thermal loads.
- Solve the model.
Click on ‘Steady State Thermal (A5)’ to open the context specific configuration options.
- Select the ‘Initial Temperature’ in the Steady-State Thermal tree:
- Set the Initial Temperature Value to T = 24°C.
- In the ‘Environment’ panel select to apply a ‘Temperature’ to the left-hand ‘yz’ surface.
- Note that the model may need to be rotated to select this surface.
- Set the Magnitude to T = 100°C.
- In the ‘Environment’ panel select to apply ‘Convections’ to all remaining surfaces.
- Set the Convection Coefficient to h = 100 W/m2C.
- Set the Temperature to Tfl = 24°C.
Under ‘Geometry’ select the 5 surfaces and Apply.
Note that where heat functions are not specified ANSYS assumes that the surface/edge is perfectly adiabatic, i.e., no heat transfer occurs across the boundary. In this example, heat transfers have been applied to all surfaces, therefore, this consideration does not apply.
© Doug Rattray, LCC, UHI
© Doug Rattray, LCC, UHI
To generate a numerical solution contingent upon the configurations and initial conditions, simply click on ‘Solution’ / ‘Solve’ within ANSYS Mechanical. Results are written to a ‘*.rth’ results file and stored within the project directory. This completes the solution process; with the solved numerical solution we may now move onto viewing the results.
Example 8 – Step 4: Post-processing
In step 3, we generated a numerical solution to the problem statement. Using this solution, we may now solve the model and then apply methods of visualising the data or extract specifically relevant data from the solution. In stage we shall:
- Introduce the ‘Results’ tool to visualise the data to provide a better understanding of the behaviour of the system.
- Introduce the ‘Scope’ tool to directly extract relevant data from the solution.
- Compare our results to our estimated predictions to provide a degree of results verification.
Click on ‘Solution (A6)’ to open the context specific configuration options. In the ‘Results’ panel select the following measurements to visualise our solution results:
- Under the ‘Results’ panel - Thermal’ toolset apply a ‘Temperature’ measurement to the ‘xy’ plane. (i.e. front facing surface)
- Under the ‘Probe’ toolset apply a ‘Temperature’ measurement to the ‘outside xz’ plane. (i.e. fin tip surface)
- Under the ‘Probe’ toolset apply a ‘Reaction’ measurement to the body with the boundary condition set to ‘Temperature’. This probe measures the rate of heat transfer through boundaries affected by temperature conditions (i.e., heat transfer into the fin via conduction at the base of the fin).
- Under the ‘Probe’ toolset apply a ‘Reaction’ measurement to the body with the boundary condition set to ‘Convection’. This probe measures the rate of heat transfer through boundaries affected by convection conditions (i.e., heat transfer leaving the fin via convection across all remaining surfaces).
Reviewing the Temperature results from within the Solution (A6) tree provides a visualisation of the temperature gradient along the bar. This visualisation illustrates the maximum temperature at the base of the fin is 100°C as expected and the minimum temperature at the tip of the fin is 32.723°C.
Reviewing the Temperature Probe results confirm that the temperature at the tip of the fin is 33.233°C.
In the ‘Display’ panel, ANSYS Mechanical provides various display options, which can be useful for exploring alternative forms of visualising the same temperature data.
© Doug Rattray, LCC, UHI
Reviewing the Reaction Probe (Convection) results from within the Solution (A6) tree indicates that the rate of heat transfer through the surfaces affected by convective heat transfer is -1652.1 W.
Reviewing the Reaction Probe (Temperature) results confirm that the rate of heat transfer through the surfaces affected by conductive heat transfer is +1652.1 W.
Once again, in the ‘Display’ panel, ANSYS Mechanical provides various display options, which can be useful for exploring alternative forms of visualising the same heat flux data.
In the problem statement the following question was posed:
Model the system in the ANSYS software environment and determine:
- the temperature of the cooling fin at its tip.
Using the Temperature Probe from within the Solution (A6) tree: Temperature at the tip of the fin is 33.723°C.
- the cooling effect of the fin (i.e., the rate of heat flow dissipated from the cooling fin to its surroundings).
Select either Reaction Probe from within the Solution (A6) tree: These probes indicate that the rate of heat transfer being dissipated through the fin to its surroundings is 1652.1 W.
In Step 1 we estimated that the temperature at the tip of the fin to be approximately 33.6°C, which corresponds relatively well to our modelled result of 33.723°C.
Similarly, in Step 1 we estimated that the rate of heat transfer through the cooling fin to be approximately 1643 W, which corresponds relatively well to our modelled result of 1652.1 W.
These spot checks offer only a minor degree of verification but provide us with some confidence in the veracity of our results. Student’s may wish to try and adjust the size of the mesh to see how more or less granular modelling affects the results.
There are many methods for expanding upon validation and verification, which are an essential part of the modelling process but are outside the scope of these lectures. Students should undertake some personal research into the various modes of validation and verification and consider other techniques which may be applicable to Steady-State Thermal Analysis in ANSYS.
Example 9
Consider a lead pipe used to transport hot fluid through a cool environment.
The hot fluid flowing through the pipe is such that the inside surface temperature of the pipe is at a constant temperature of T1 = 180°C.
The pipe is constructed of Lead with the dimensions:
r1 = 20 cm r2 = 30 cm length (l) = 1 m
The pipe is cooled by means of convection by a moderate speed forced air current at a temperature of Tfl = 0°C.
The following assumptions apply:
- The coefficient of conduction is kLEAD= 35 W/m K.
- The coefficient of convection between the pipe outer surface and its surroundings is h = 100 W/m2K.
- Heat loss by radiation can be considered negligible.
- No heat is generated or stored within the pipe.
© Doug Rattray, LCC, UHI
Model the system in the ANSYS software environment and determine:
- the rate of heat transfer through the length of the pipe.
- the temperature of the outside surface of the pipe.
Example 9 – Step 1: Problem Definition
We shall start by defining the various forms of heat transfer in our problem.
- We do not need to concern ourselves with the rate of heat transfer from the hot fluid into the pipe as we know the inside pipe surface temperature, listed as a constant in the problem statement.
- Heat transfer through the pipe to the outer surface is governed by the process of conduction.
- Heat transfer from the outer surface of the pipe to the surrounding environment is governed by the process of convection.
We also know that the rate of heat transfer due to conduction is equal to that due to convection, as no heat is generated or stored within the pipe. We can represent this equilibrium in equation form:
© Doug Rattray, LCC, UHI
The rate of heat transfer through the pipe by conduction is:
The rate of heat transfer from the surface of the pipe by convection is:
Rearranging these equations in terms of temperatures, remembering we get:
Adding these equations, we can eliminate the unknown outer surface temperature term (Tr2):
Solving for the rate of heat transfer ‘q’ gives:
For clarity, the following assumptions / simplifications are implicit in our ‘hand calc’ estimated solutions:
- The problem is in steady-state conditions, i.e., the heat flux through the pipe and leaving the surface of the pipe have settled to constant values.
- The pipe is not affected by thermal stresses causing structural deformation, i.e., the physical dimensions are fixed and are independent of temperature.
- The parameters controlling the rate of conduction (k) and convection (h) are constant with regards to time, through the length of the pipe and with regards to temperature.
- The rate of conduction through the pipe can be approximated by , implying constant cross-sectional area through the pipe wall. This is clearly not correct (as illustrated overleaf) but is a simplification that makes hand calculation somewhat easier. We know that this simplification will result in some error in our hand calc estimated solution and should not expect the solution generated in ANSYS to exactly match.
Using the above solution, we can input the known system parameters stated in our problem statement and make an estimation of the rate of heat transfer from the pipe and the temperature on the outer surface of the pipe:
Tr1 = 180°C Tfl = 0°C |
kLEAD = 35 W/m K h = 100 W/m2 K |
Δr = 0.03 – 0.02 = 0.01 m A = l x πD2 = 1 x 3.14 x 0.06 = 0.19 m2 |
Using our solution, we can estimate the rate of heat transfer q through the pipe wall and into the environment:
We can state this estimation of the rate of heat transfer q in terms of heat flux f by dividing it by the outer surface area A of the pipe.
We can also use the estimation of rate of heat transfer q in either of our independent statements of heat transfer to estimate the temperature on the outer surface of the pipe:
Example 9 – Step 2: Pre-processing
As in Example 8, prior to generating the solution, we require to setup and configure the model in this pre-processing stage. As a reminder the following steps should be completed:
- Model Setup:
- Create the ANSYS model using a Steady-State Thermal analysis toolset, set a Title for the project Save the project.
- Set preferences, remembering to use the Metric Unit System, and setting the solver to 3D Geometry.
- Specify material properties:
- Select Lead as the new default material within the ‘Engineering Data Sources’ / ‘Thermal Material’ as per the problem statement.
- Remembering to check that the Isotropic Thermal Conductivity is 35W/m K.
- Geometric design.
- Create a new DesignModeler geometry and sketch the inner and outer circumferences of the pipe in the XYPlane, setting the dimensions as per the problem statement.
- Select the sketch from within the XYPlane tree and extrude the object 1 meter into the z-plane.
- Generating the mesh and element type
- In this example, we shall allow DesignModeler to improve upon the default quadratic mesh used in Example 8. Under Default Mesh settings select Element Order: Program Controlled, and Element Size: Default. Under Sizing Mesh settings select Use Adaptive Sizing: Yes, and Mesh Defeaturing: Yes.
Example 9 – Step 3: Generating the Numerical Solution
The model has now been prepared and is ready to generate numerical solutions. In this step we shall configure the initial conditions and solve the model. In summary we shall complete the following steps:
- Setup the initial conditions:
- Initial thermal conditions
- Thermal loads.
- Solve the model.
Click on ‘Steady State Thermal (A5)’ to open the context specific configuration options.
- Select the ‘Initial Temperature’ in the Steady-State Thermal tree:
- Leave the Initial Temperature Value to its default setting: T = 22°C.
- In the ‘Environment’ panel select to apply a ‘Temperature’ to the inside surface of the pipe.
- Note that the model may need to be rotated to select this surface.
- Set the Magnitude to T = 180°C.
- In the ‘Environment’ panel select to apply ‘Convections’ to the outside surface of the pipe.
- Set the Convection Coefficient to h = 100 W/m2C.
- Set the Temperature to Tfl = 0°C.
- Under ‘Geometry’ select to Apply to the single outer surface.
Note that where heat functions are not specified (in this case on the front & rear end surfaces of the pipe) ANSYS assumes that the surface is perfectly adiabatic, i.e., no heat transfer occurs across these boundaries, which is suitable for use in this application.
© Doug Rattray, LCC, UHI
© Doug Rattray, LCC, UHI
To generate a numerical solution contingent upon the configurations and initial conditions, click on ‘Solution’ / ‘Solve’ within ANSYS Mechanical. Results are written to a ‘*.rth’ results file and stored within the project directory. This completes the solution process; with the solved numerical solution we may now move onto viewing the results.
Example 9 – Step 4: Post-processing
In step 3, we generated a numerical solution to the problem statement. Using this solution, we may now solve the model and then apply methods of visualising the data or extract specifically relevant data from the solution. In stage we shall:
- Introduce the ‘Results’ tool to visualise the data to provide a better understanding of the behaviour of the system.
- Introduce the ‘Scope’ tool to directly extract relevant data from the solution.
- Compare our results to our estimated predictions to provide a degree of results verification.
Click on ‘Solution (A6)’ to open the context specific configuration options. In the ‘Results’ panel select the following measurements to visualise our solution results:
- Under the ‘Probe’ toolset apply a ‘Reaction’ measurement to the inner surface of the pipe with the boundary condition set to ‘Temperature’. This probe measures the rate of heat transfer through the boundary defined by the constant temperature conditions.
- Under the ‘Probe’ toolset apply a second ‘Reaction’ measurement to the outer surface of the pipe with the boundary condition set to ‘Convection’. This probe measures the rate of heat transfer through the boundary defined by the convection conditions.
- Under the ‘Results’ panel – ‘Thermal’ toolset, apply a ‘Total Heat Flux’ measurement to the outer surface of the pipe.
- Under the ‘Probe’ toolset apply ‘Temperature’ measurements to the inner and outer surfaces of the pipe.
Reviewing the Reaction Probe (Temperature) results from within the Solution (A6) tree indicates that the rate of heat transfer into the inner surface of the pipe is + 3278.8 W.
Reviewing the Reaction Probe (Convection) results confirm that the rate of heat transfer through the outer surface of the pipe is - 3278.8 W.
In the ‘Display’ panel, ANSYS Mechanical provides various display options, which can be useful for exploring alternative forms of visualising the heat transfer data.
Reviewing the Total Heat Flux results from indicate that the heat flux through the outer surface of the pipe is as follows:
- Minimum: 16594 W/m2
- Maximum: 18142 W/m2
- Average: 17212 W/m2
Reviewing the visualisation of the heat flux, it is clear that the variation between minimum and maximum values for heat flux occur around elements. The Average Heat Flux result therefore best represents the result that we are concerned with.
Students should consider how changing the element size may be desirable to achieve more accurate results.
© Doug Rattray, LCC, UHI
Reviewing the Temperature results from within the Solution (A6) tree provides a visualisation of the temperature gradient through the pipe. This visualisation illustrates the maximum temperature on the inside surface is 180°C as expected and the minimum temperature on the outer surface is 173.94°C.
The Temperature Probe results can be reviewed to confirm that the temperature for the outer surface is 173.98°C.
In the ‘Display’ panel, ANSYS Mechanical provides various display options, which can be useful for exploring alternative forms of visualising the same temperature data.
© Doug Rattray, LCC, UHI
In the problem statement the following question was posed:
- the rate of heat transfer through the length of the pipe
Using the Reaction probes from within the Solution (A6) tree: The Rate of Heat Transfer through the pipe is 3278.8 W. - the temperature of the outside surface of the pipe
Select the Temperature Probe from within the Solution (A6) tree: The temperature of the outside surface of the pipe is 173.98°C.
In Step 1 we estimated that the rate of heat transfer through the pipe to be approximately 3299 W, which corresponds relatively well to our modelled result of 3278.8 W.
We also estimated that the heat flux through the pipe to be approximately 17.5 kW/m2, which corresponds relatively well to our average modelled result of 17.212 kW/m2.
Finally, we also estimated that the outside surface temperature of the pipe to be approximately 175°C, which corresponds relatively well to our modelled result of 173.98°C.
It should be remembered that these spot checks offer only a minor degree of verification but provide us some degree of confidence in the veracity of our results. Students may wish to try and adjust the size of the mesh to see how lesser or greater degrees of granularity affect the results.