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Generative Design - Jet Engine Bracket

Goal of this tutorial

  • Get to know the optimisation model setup

  • Create different Generative Designs through parameter variation

Training:

Relevant data for this tutorial:

Step 1: Start MSC Apex Generative Design

The program starts and you can directly create your optimisation model

Step 2: Model generation

You can either create the geometry directly in MSC Apex Generative Design or import already existing files. You can import .xb, .xt, .step, and .sldprt files into the program.

  • Non-Design Spaces have to be selected using the optimisation Tools. In this case the four fixation points and two force application points are selected and a Non-Design Space with an offset of 3 mm is created for each.

  • Machining Allowances should be applied to every functional surface. Adjacent Faces should be selected at once, to create one coherent Machining Allowance. Therefore, the automatic execution mode can be turned off.

  • In this case a value of 1 mm was chosen. How much Machining Allowance is necessary, depends on the dimensions of the part and the manufacturing process/machine.

  • Create the material in the Materials editor and assign it to the Design Space

  • The specific values needed are the Young's Modulus (116e3 MPa), Poisson ratio (0.26) and Density (4.48e-6 kg/mm3)

Step 3: Definition of boundary conditions

Go to the Loads & Boundary Condition Tool to enter the loads and fixations. Displacements, Forces, Moments, Gravity and Pressure Loads can be applied using different selection options.

Creation of local coordinate systems to apply forces

Because the imported Jet Engine Bracket CAD-file is shifted and rotated to the global coordinate system,local coordinate systems can be used to apply the forces and moments.

By opening the Coordinate Tools a local coordinate systems can be placed on the bottom plane (coordinate system 1).

For the next steps the Machining Allowances are hidden.

To apply the forces the Loads & Boundary Condition Tool is needed. Select Faces on the left side. By disabling the Thunderbolt (tool execution mode selector) on the top, both surfaces of the Non-Design Spaces can be selected simultaneously and a Remote Force between them can be applied. In the Orientation field an external (local) coordinate system can be selected (coordinate system 1).

Name

Force/Moment/Pressure/Gravity

Direction (depending on local coordinate system)

Value

Name

Force/Moment/Pressure/Gravity

Direction (depending on local coordinate system)

Value

Force - Moment 1

 

Force

Z (Local coordinate system 1)

 

35598,00 N

Force - Moment 2

Force

X (Local coordinate system 1)

37823,00 N

Force - Moment 3

Moment

Z (Local coordinate system 1)

565000 N mm

Two loads and one Moment are created with the given values in the table. They are all referring to the Local Coordinate System 1.

For Force - Moment 4 a second local coordinate system is needed. This one is rotated by 42 degrees for the z-axis (beta-angle). This can be done by adding 42° to the beta-angle after choosing the same plane as coordinate system 1.

Force - Moment 4 is also applied on the surfaces of both Non-Design Spaces in z-direction. Now the orientation is referred to the coordinate system 2.

Name

Force/Moment/Pressure/Gravity

Direction (depending on local coordinate system)

Value

Name

Force/Moment/Pressure/Gravity

Direction (depending on local coordinate system)

Value

Force - Moment 4

Force

Z (Local coordinate system 2)

-42273,00 N

One constraints which includes all four fixated Non-Design Spaces is created:

Name

Direction

Name

Direction

Constraint 1

x, y, z (=0)

Therefore, the Loads & Boundary Condition Tool is needed. Under Displacement Constraints a “clamped” constraint can be chosen, which locks translations in all three directions. On the left side of the Tool the relevant geometry choice can be selected. In this case surfaces are selected to attach the constraints on the Non-Design Spaces.

Step 4: Definition of Events (load cases)

The next steps are defined in the Studies area.

All boundary conditions must be assigned to the specific load cases, which are defined as Events. The number of Events can be changed by adding/deleting Events to the GD Scenario. The assignment of the boundary conditions to the Events can be made in the Loads & Constrains Window. The already created loads and constraints that concern the Design Space are listed in this window and can be activated for each Event individually.

  • For each Force - Moment a separate Event is created including the Constraint:

Step 5: Definition of optimisation parameters

The optimisation parameters are selected in the Studies Area as well.

Step 6: Starting the optimisation and visualize the results

If all data is correct, the optimisation can be started and tracked in the Post Processing. The Analysis Readiness function checks if all information is provided and the optimisation can start.

All result iterations are displayed as soon as they are available. Furthermore, you are able to stop the optimisation in this selection area. However, a Restart is not directly possible.

The optimisation is finished after 64 iterations (Shape Quality: Balanced).

You can check the status of the optimisation in the GD Status and get more information on Warning and Error messages. This can be done directly in the Post-Processing as well as in the Studies tab for an optimisation that has already run.

Generative Design

  • You can always change the Strut Density, Stress Goal and Complexity to influence the results and try out different options

  • The Complexity can be increased for a higher resolution and more detailed result (increased calculation time!)

Step 7: Visualization of Stresses & Displacements

  • Inside the Post Processing the von Mises stress and the displacements are visible for all iterations and for every Event

  • The Scale can be influenced individually

Generative Design Results

 

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