Goal-driven computer aided design workflow
A centralized design engine receives a problem specification from an end-user and classifies that problem specification in a large database of previously received problem specifications. Upon identifying similar problem specifications in the large database, the design engine selects design strategies associated with those similar problem specifications. A given design strategy includes one or more optimization algorithms, one or more geometry kernels, and one or more analysis tools. The design engine executes an optimization algorithm to generate a set of parameters that reflect geometry. The design engine then executes a geometry kernel to generate geometry that reflects those parameters, and generates analysis results for each geometry. The optimization algorithms may then improve the generated geometries based on the analysis results in an iterative fashion. When suitable geometries are discovered, the design engine displays the geometries to the end-user, along with the analysis results.
1. A computer-implemented method, comprising:
generating a structural geometry of a physical component;
evaluating one or more physical characteristics of the structural geometry to confirm that the structural geometry meets a set of requirements for the physical component, wherein the set of requirements are defined by a design specification; and
causing the structural geometry to be displayed to an end-user.
2. The method of claim 1 , further comprising:
receiving the design specification for the physical component; and
identifying, based on the design specification, a first design strategy within a design space.
3. The method of claim 2 , wherein identifying the first design strategy comprises:
determining, in the design space, a set of stored design specifications having at least a threshold correlation with the design specification; and
selecting a set of design strategies that corresponds to the set of stored design specifications, and includes the first design strategy.
4. The method of claim 2 , wherein the structural geometry is generated by executing the first design strategy.
5. The method of claim 4 , wherein executing the first design strategy to generate the structural geometry comprises at least one of:
adding virtual material to a three-dimensional computer model; or
removing virtual material from the three-dimensional computer model.
6. The method of claim 4 , wherein executing the first design strategy to generate the structural geometry comprises performing a simulation of a real-world manufacturing technique to:
add virtual material to a three-dimensional computer model; or
remove virtual material from the three-dimensional computer model.
7. The method of claim 1 , wherein the set of requirements comprises at least one of:
a set of objectives that the physical component should meet,
a set of environmental parameters that reflect an environment where the physical component should be capable of residing,
a set of constraints that the physical component should not violate, or
a set of style cues that should be reflected by a form factor associated with the physical component.
8. The method of claim 7 , wherein evaluating the one or more physical characteristics of the structural geometry comprises performing a computer simulation of the one or more physical characteristics to determine that the structural geometry meets the set of objectives associated with the design specification.
9. The method of claim 7 , wherein evaluating the one or more physical characteristics of the structural geometry comprises performing a computer simulation of the one or more physical characteristics to determine that the structural geometry does not violate the set of constraints associated with the design specification.
10. The method of claim 1 , further comprising:
receiving, from the end-user, a selection of the structural geometry;
updating a database to include the design specification; and
updating the database to indicate that the structural geometry reflects the design specification.
11. One or more non-transitory computer-readable media storing program instructions that, when executed by one or more processors, cause the one or more processors to perform the steps of:
generating a structural geometry of a physical component;
evaluating one or more physical characteristics of the structural geometry to confirm that the structural geometry meets a set of requirements for the physical component, wherein the set of requirements are defined by a design specification; and
transmit the structural geometry for display to an end-user.
12. The one or more non-transitory computer-readable media of claim 11 , further comprising:
receiving the design specification for the physical component; and
identifying, based on the design specification, a first design strategy within a design space.
13. The one or more non-transitory computer-readable media of claim 12 , wherein identifying the first design strategy comprises:
determining, in the design space, a set of stored design specifications having at least a threshold correlation with the design specification; and
selecting a set of design strategies that corresponds to the set of stored design specifications, and includes the first design strategy.
14. The one or more non-transitory computer-readable media of claim 12 , wherein the structure structural geometry is generated by executing the first design strategy.
15. The one or more non-transitory computer-readable media of claim 14 , wherein executing the first design strategy to generate the structural geometry comprises at least one of:
adding virtual material to a three-dimensional computer model; or
removing virtual material from the three-dimensional computer model.
16. The one or more non-transitory computer-readable media of claim 14 , wherein executing the first design strategy to generate the structural geometry comprises performing a simulation of a real-world manufacturing technique to:
add virtual material to a three-dimensional computer model; or to
remove virtual material from the three-dimensional computer model.
17. The one or more non-transitory computer-readable media of claim 11 , wherein the set of requirements defined by the design specification comprises at least one of:
a set of objectives that the physical component should meet,
a set of environmental parameters that reflect an environment where the physical component should be capable of residing,
a set of constraints that the physical component should not violate, or
a set of style cues that should be reflected by a form factor associated with the physical component.
18. The one or more non-transitory computer-readable media of claim 17 , wherein evaluating the one or more physical characteristics of the structural geometry comprises performing a computer simulation of the one or more physical characteristics to determine that the structural geometry meets the set of objectives associated with the design specification.
19. The one or more non-transitory computer-readable media of claim 17 , wherein evaluating the one or more physical characteristics of the structural geometry comprises performing a computer simulation of the one or more physical characteristics to determine that the structural geometry does not violate the set of constraints associated with the design specification.
20. The one or more non-transitory computer-readable media of claim 11 , further comprising:
receiving, from the end-user, a selection of the structural geometry;
updating a database to include the design specification; and
updating the database to indicate that the structural geometry reflects the design specification.
21. A system, comprising:
a memory that stores a plurality of instructions; and
a processor that is coupled to the memory and, when executing the plurality of instructions, is configured to:
generate a structural geometry of a physical component;
evaluate one or more physical characteristics of the structural geometry to confirm that the structural geometry meets a set of requirements for the physical component, wherein the set of requirements are defined by a design specification; and
transmit the structural geometry for display to an end-user.