Update

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.

• Import/create the Design Space including the Interfaces (Non-Design Spaces) in MSC Apex Generative Design as one solid. For this GD-Bracket the already prepared Design Space was imported.

• Open the Optimization Tools to select the imported Geometry as the Design Space.

• Create the material in the Materials editor and assign it to the Design Space. In this case the material behaviour is Isotropic.

• The specific values needed are the Elastic Modulus (192e3 MPa), Poisson’s Ratio (0.3) and Density (7.97e-6 kg/mm³).

• The Tension Strength is the maximum allowable stress for the material and is set to 320 MPa.

Step 3: Definition of boundary conditions

Creation of local coordinate systems to apply forces

For this model one Local Coordinate System needs to be created to easily apply the corresponding force to the model.
By opening the Coordinate Tools a local coordinate system is created by entering the three orientations (alpha = 75°, beta = 90°, gamma = 315°) and placing it on the front plane (coordinate system 1).

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.

To apply the forces the Force Moment Tool from the Loads & Boundary Condition Tools is needed. By disabling the Flash (selection of the execution mode for the tool) on the top left corner of the Tool, multiple faces can be selected simultaneously. Select the Faces as shown in the pictures below for each load.

Three remote loads are created (Force - Moment 1, Force - Moment 2 and Force - Moment 3) on the shown surfaces with the given values in the tables.

Force - Moment 2 is applied on the other two surfaces. The point of application of this remote Force can set up by determining a point regarding the global coordinate system.

Force - Moment 3 is applied on the same surfaces like the first Force. This new Load is referring to the local coordinate system created earlier.

One Constraint which includes all six Non-Design Spaces at the bottom of the structure is created:

To prevent a warning regarding the interfaces, create six single Constraints?

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 the inner surfaces are selected to attach the constraints as shown in the picture below.

Step 4: Interface Creation

Step 5: Definition of 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.

• Event1: Force-Moment 1, Force-Moment 2, Constraint 1

• Event2: Force-Moment 2, Force-Moment 3, Constraint 1

Step 6: Definition of optimisation parameters and Generative Design Settings

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

• Manufacturing Method: Generic AM

• Failure Criteria: Von Mises

• Safety Factor: 4

• Select the Strut Density: Medium

• Select the Shape Quality: Balanced

• Set the Complexity Setting: 6

Don’t forget to save the project!

The chosen Safety Factor calculates automatically with the entered maximum allowable Tension Strength the Stress Goal for the optimisation. By clicking on the Gear-Button behind the Safety Factor the detailed menu for the Safety Factor and Stress Goal shows up.

The maximum allowable stress is shown (320 MPa) and the calculated Stress Goal (80 MPa). By changing the Failure Definition to Stress Goal, the Stress Goal can be entered manually as well.

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

Changing the complexity setting:

By changing the Complexity value from 6 (left image below) to 22 (right image below) the resulting structure changes as well because the optimisation is carried out with a higher resolution. The emerging structure is more detailed and defined, but it also takes more time to get to this result. It depends on the model, the field of application and other non-quantifiable conditions which complexity setting is best suited for the part. We suggest starting with a low Complexity value for the first optimisations and after receiving the results consider whether a higher value is appropriate for the model.

You can see the results for the two Complexity settings and the deactivation of Keep Non-Design Spaces below.

Reduce fixation points vs. Keep all Non-Design Spaces

To realize an optimisation with as much freedom as possible you should disable the Keep Non-Design Spaces function for the six fixations points as well as the constraint created with them. You can also create six separate constraints and deactivate all of them as well as the six Non-Design Spaces.

This way the algorithm works at its best and creates the most fitting results to the boundary conditions. With this approach it is possible to let the algorithm decide which and how many fixation points are necessary and needed for the applied boundary conditions. The reduction of fixation points almost always results in a more lightweight design by still taking into consideration the Safety Factor/Stress Goal of the structure.

In another cases, it is important to keep defined fixation points and this can be realized with the activated Keep Non-Design Spaces function.

The result in this example includes all six fixation points (Complexity 6). As shown in the left image the first optimisation reduced one of the fixation points and by choosing the presented function all of the six fixation points are included in the result.

Introducing Event Specific Safety Factors

To prioritize Events differently, Event Specific Safety Factor can be placed on single Events. It is also possible to prioritize only one Event. In this case the other event will take the global Safety Factor/Stress Goal into consideration for the optimisation.

It can be seen clearly that the prioritization of the first Events changes the design. The geometry in the left picture shows more material in the structure because of the higher Safety Factor/ lower Stress Goal for the first Event. The enveloped stress for both Events clearly shows a gradation between front and back structure. You can also have a look at the stress distribution for each Event separately. By activating the Lock Spectrum Range, the stresses can be compared more easily.

Step 7: 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).

Step 8: Visualization of Stresses & Displacements

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

• The Scale can be influenced individually

You can go back to the model setup by clicking the Exit button in the right bottom corner.

The whole MSC Apex Generative Design project with all results can be downloaded here: Coming Soon!

You might also be interested in these tutorials:

• Generative Design - Jet Engine Bracket

• Restart Optimisation