Method for printing three-dimensional parts with part strain orientation
US-9925725-B2 · Mar 27, 2018 · US
US10434715B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10434715-B2 |
| Application number | US-201414544156-A |
| Country | US |
| Kind code | B2 |
| Filing date | Dec 2, 2014 |
| Priority date | Dec 3, 2013 |
| Publication date | Oct 8, 2019 |
| Grant date | Oct 8, 2019 |
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In one embodiment of the present invention, a stress analysis engine efficiently computes stresses for an arbitrarily shaped three-dimension (3D) model. In operation, the stress analysis engine slices the 3D model into layers of cross-sections. The stress analysis engine then groups the cross-sections into virtual cross-sections. For each virtual cross-section, the stress analysis engine applies bending moment equilibrium-based equations to determine a corresponding structural stress for the 3D model. The efficiency of this stress analysis process enables real-time feedback of stresses to an interactive design tool that facilitates a trial-and-error design process. Using this trial-and-error process reduces the guesswork and/or over-engineering associated with conventional approaches based on finite element methods that are typically too slow for interactive feedback. Consequently, the disclosed cross-sectional stress analysis techniques enable efficient design of 3D models that produce structural robust 3D objects when manufactured by a 3D printer.
Opening claim text (preview).
What is claimed is: 1. A computer-implemented method for performing a structural stress analysis for a three-dimensional model of an object, the method comprising: slicing the three-dimensional model to produce one or more layers of two-dimensional cross-sections; grouping a plurality of disjoint two-dimensional cross sections included in a first layer into a first virtual cross-section based on a connectivity of the three-dimensional model; and computing a structural stress associated with the first virtual cross-section based on bending moment equilibrium. 2. The method of claim 1 , wherein computing the structural stress comprises applying an Euler-Bernoulli assumption to the first virtual cross-section. 3. The method of claim 1 , wherein grouping comprises clustering cross-sections that collectively influence the distribution of an external force applied to the three-dimensional model when the three-dimensional object is fixed at a first location. 4. The method of claim 3 , wherein clustering cross-sections comprises: constructing an adjacency graph representing the connected triangles of the 3D model and a connectivity graph representing the geometric distribution of the cross-sections across the 3D model; assigning a first cross-section included in a first layer to a first group; based on the analyzing the adjacency graph in conjunction with the connectivity graph, identifying a second cross-section that is accessible from both sides of the plane of the first layer via paths of triangles that do not cross other cross-sections; and adding the second cross-section to the first group. 5. The method of claim 1 , wherein computing the structural stress associated with each virtual cross-section comprises: selecting a neutral axis based on the plurality of disjoint cross-sections included in the virtual cross-section; and applying bending moment equilibrium to the virtual cross-section in conjunction with the neutral axis. 6. The method of claim 1 , further comprising identifying a time constraint, and wherein slicing the three-dimensional model comprises: selecting a thickness based on the time constraint; and partitioning the three-dimensional model at intervals of the selected thickness. 7. The method of claim 1 , further comprising: grouping a plurality of disjoint two-dimensional cross-sections included in the first layer into a second virtual cross-section based on the connectivity of the three-dimensional model; computing a structural stress associated with the second virtual cross-section based on bending moment equilibrium; calculating a maximum stress for the three-dimensional model based on the structural stress associated with the first virtual cross-section and the structural stress associated with the second virtual cross-section. 8. The method of claim 1 , further comprising: computing a structural stress associated with an independent cross-section, wherein the independent cross-section is included in the first layer but is not included in the first virtual cross-section; and calculating a maximum stress for the three-dimensional model based on the structural stress associated with the first virtual cross-section and the structural stress associated with the independent cross-section. 9. The method of claim 1 , further comprising: determining a value corresponding to the computed structural stress associated with the first virtual cross-section; enhancing an image of the three-dimensional model displayed on a device to reflect the value; receiving an updated three-dimensional model; slicing the updated three-dimensional model to produce one or more new layers of two-dimensional cross-sections; grouping a plurality of disjoint two-dimensional cross sections included in a second layer into a second virtual cross-section based on the connectivity of the updated three-dimensional model; computing a structural stress associated with the second virtual cross-section based on bending moment equilibrium; determining a value corresponding to the computed structural stress associated with the second virtual cross-section; and updating the image to reflect the value associated with the second virtual cross-section. 10. One or more non-transitory computer-readable storage media including instructions that, when executed by one or more processing units, cause the one or more processing units to analyze the structural stress for a three-dimensional model of an object by performing the steps of: slicing the three-dimensional model to produce one or more layers of two-dimensional cross-sections; grouping a plurality of disjoint two-dimensional cross sections included in a first layer into a first virtual cross-section based on a connectivity of the three-dimensional model; and computing a structural stress associated with the first virtual cross-section based on bending moment equilibrium. 11. The one or more computer-readable storage media of claim 10 , wherein computing the structural stress comprises applying an Euler-Bernoulli assumption to the first virtual cross-section. 12. The one or more computer-readable storage media of claim 10 , wherein grouping comprises clustering cross-sections that collectively influence the distribution of an external force applied to the three-dimensional model when the three-dimensional model is fixed at a first location. 13. The one or more computer-readable storage media of claim 12 , wherein clustering cross-sections comprises: constructing an adjacency graph representing the connected triangles of the 3D model and a connectivity graph representing the geometric distribution of the cross-sections across the 3D model; assigning a first cross-section included in a first layer to a first group; based on the analyzing the adjacency graph in conjunction with the connectivity graph, identifying a second cross-section that is accessible from both sides of plane of the first layer via paths of triangles that do not cross other cross-sections; and adding the second cross-section to the first group. 14. The one or more computer-readable storage media of claim 10 , wherein computing the structural stress associated with each virtual cross-section comprises: selecting a neutral axis based on the plurality of disjoint cross-sections included in the virtual cross-section; and applying bending moment equilibrium to the virtual cross-section in conjunction with the neutral axis. 15. The one or more computer-readable storage media of claim 14 , wherein selecting the neutral axis comprises determining an axis that is both perpendicular to the virtual cross-section and passes through the centroid of the plurality of disjoint cross-sections included in the virtual cross-section. 16. The one or more computer-readable storage media of claim 14 , wherein selecting the neutral axis comprises identifying a medial axis of the plurality of disjoint cross-sections included in the virtual cross-section. 17. The one or more computer-readable storage media of claim 10 , further comprising identifying an accuracy constraint, and wherein slicing the three-dimensional model comprises: selecting a thickness based on the accuracy constraint; and partitioning the three-dimensional model at intervals of the selected thickness. 18. The one or more computer-readable storage media of claim 10 , further comprising: determining a value corresponding to the computed structural stress associated with the first virtual cross-section; enhancing an image of the three-dimensional model displayed on a device to r
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