Systems and methods for alignment of anisotropic inclusions in additive manufacturing processes
Three-dimensional printing methods and systems use a derived geometry and aligns anisotropic inclusions in any orientation at any number of discrete volumetric sections. Structural, thermal, or geometry-based analyses are combined with inclusion alignment computations and print preparation methods and provided to 3D printers to produce composite material parts that meet demanding geometric needs as well as enhanced structural and thermal requirements. In one example, optimal inclusion alignment vectors associated with a section of the object are calculated based on specifications for the object, segmenting a three-dimensional model of the object into layer slices, grouping each section within each layer slice having similar alignment vectors and combining the groupings and generating printing instructions for the object according to the grouped alignment vectors.
1. A method for producing machine-readable instructions for manufacturing an object having anisotropic inclusions, the method comprising:
defining a plurality of inclusion alignment vectors within a three-dimensional model of the object, each inclusion alignment vector being associated with a daxel of the object;
segmenting the three-dimensional model into a plurality of slices;
grouping daxels within each slice based on the plurality of inclusion alignment vectors; and
generating machine instructions directing a three-dimensional printer to manufacture the object such that the anisotropic inclusions are aligned based on the grouped daxels.
2. The method of claim 1 wherein grouping daxels within each slice based on the plurality of inclusion alignment vectors further comprises grouping daxels within each slice having substantially similar alignment vectors.
3. The method of claim 2 , wherein having substantially similar alignment vectors further comprises having alignment angles within a defined range.
4. The method of claim 1 wherein the inclusion alignment vectors are further based on a finite element analysis.
5. The method of claim 1 wherein the inclusion alignment vectors are further based on a predefined, layer-specific set of alignment vectors.
6. The method of claim 1 wherein the inclusion alignment vectors are further defined by one of a mathematically defined alignment pattern or a geometrically defined alignment algorithm across at least a portion of the object.
7. The method of claim 1 further comprising repeating the step of defining a plurality of inclusion alignment vectors until a set of object characteristics fall within one or more build parameter thresholds of the object.
8. The method of claim 1 further comprising calculating, based on a set of stress values, a set of principal stress vectors for each daxel and selecting one of the principal stress vectors having the greatest magnitude as an inclusion alignment angle of a long axis of the anisotropic inclusion.
9. The method of claim 8 further comprising comparing the magnitude of the selected principal stress value to a threshold magnitude value and indicating the daxel to be disregarded if the magnitude of the selected principal stress is below the threshold magnitude value.
10. The method of claim 1 further comprising identifying one or more support structures within the object and assigning each support structure to one of the slices.
11. The method of claim 10 wherein at least one of the slices is assigned a misaligned angle relative to the surface with which the support structures connect, thus intentionally introducing a weak point in the object.
12. The method of claim 10 further comprising varying at least one of polymerization or sintering levels at volumetric pixels within the three-dimensional model, thus creating areas within the model having different material properties.
13. The method of claim 1 further comprising combining two or more of the slices of multiple objects which have substantially similar alignment vectors, based on relative position on a build area.
14. A system for producing machine-readable instructions for manufacturing an object having anisotropic inclusions, the system comprising:
one or more computer processors programmed to perform operations to:
define a plurality of inclusion alignment vectors within a three-dimensional model of the object, each inclusion alignment vector being associated with a daxel of the object;
segment the three-dimensional model into a plurality of slices;
group the daxels within each slice based on the plurality of inclusion alignment vectors; and
generate machine instructions directing a three-dimensional printer to manufacture the object such that the anisotropic inclusions are aligned based on the grouped daxels.
15. The system of claim 14 wherein the operations further comprise grouping daxels within each slice having substantially similar alignment vectors.
16. The system of claim 15 , wherein the substantially similar alignment vectors have alignment angles within a defined range.
17. The system of claim 14 wherein the inclusion alignment vectors are further based on a finite element analysis.
18. The system of claim 14 wherein the inclusion alignment vectors are further based on a predefined, layer-specific set of alignment vectors.
19. The system of claim 14 wherein the operations further define the inclusion alignment vectors by using one of a mathematically defined alignment pattern or a geometrically defined alignment algorithm across at least a portion of the object.
20. The system of claim 14 further wherein the operations comprise repeating the step of defining a plurality of inclusion alignment vectors until a set of object characteristics fall within one or more build parameter thresholds of the object.
21. The system of claim 14 wherein the operations further comprise calculating, based on a set of stress values, a set of principal stress vectors for each daxel and selecting one of the principal stress vectors having the greatest magnitude as an inclusion alignment angle of a long axis of the anisotropic inclusion.
22. The system of claim 21 wherein the operations further comprise comparing the magnitude of the selected principal stress value to a threshold magnitude value and indicating the daxel to be disregarded if the magnitude of the selected principal stress is below the threshold magnitude value.
23. The system of claim 14 wherein the operations further comprise identifying one or more support structures within the object and assigning each support structure to one of the slices.
24. The system of claim 23 wherein at least one of the slices is assigned a misaligned angle relative to the surface with which the support structures connect, thus intentionally introducing a weak point in the object.
25. The system of claim 23 wherein the operations further comprise varying at least one of polymerization or sintering levels at volumetric pixels within the three-dimensional model, thus creating areas within the model having different material properties.
26. The system of claim 14 wherein the operations further comprise combining two or more of the slices of multiple objects which have substantially similar alignment vectors, based on relative position on a build area.