Error detection in additive manufacturing processes
US-2018322621-A1 · Nov 8, 2018 · US
US11468204B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11468204-B2 |
| Application number | US-201716480704-A |
| Country | US |
| Kind code | B2 |
| Filing date | Sep 26, 2017 |
| Priority date | Sep 26, 2017 |
| Publication date | Oct 11, 2022 |
| Grant date | Oct 11, 2022 |
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A method for generating a quantitative representation of material wrinkles in a computer-aided design (CAD) model, performed by a data processing system includes receiving in a CAD model a definition of a shape of a part and a material to be applied to the part. One or more parameters relating to the material are received and one or more of a plurality of quantifiable methods for modeling wrinkles resulting from the combination of part shape and material properties are selected. An output file is provided in a predetermined format summarizing the quantified result.
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The invention claimed is: 1. A method for generating a quantitative representation of material wrinkles in a computer-aided design (CAD) model, the method performed by a data processing system and comprising steps of: receiving in a CAD model a definition of a shape of a simulated part and a material to be applied to the simulated part; receiving one or more properties of the material; selecting one or more of a plurality of quantifiable methods to generate a quantified result of determining a wrinkle factor for modelling simulated wrinkles resulting from a combination of simulated part shape, material properties and simulated manufacturing process used to form the simulated part, wherein the simulated wrinkles in the simulated part are based on a surface of the simulated part not laying flat on a layup surface such that an area of the surface of the simulated part used to cover an area of the layup surface is greater than the area of the layup surface; and providing an output file in a predetermined format summarizing the quantified result of determining the wrinkle factor; wherein the steps of the method are performed prior to physical manufacturing of the simulated part; wherein the quantifiable method to generate the quantified result of determining the wrinkle factor comprises determining a point on the surface on the simulated part at which one of the simulated wrinkles in the material occurs; and for that point carrying out: determining a normal of the surface of the simulated part at the point, determining a normal of the material and deriving a normal difference angle therefrom; determining a distance of the material from the surface at the point; and, determining a number of intersection points with the material, of a ray drawn from the point in a normal direction to the surface of the simulated part; wherein the wrinkle factor comprises a combination of the normal difference angle, the distance of the material from the surface at the point and the number of intersection points with the material. 2. The method according to claim 1 , wherein the method further comprises determining one of: a number of folds detected in one of the simulated wrinkles at the point on the surface on the simulated part; a strength loss of the material relative to a strength of the material on a flat surface; and, a volume of the material required to simulate the manufacture the simulated part, as compared with a predefined amount of material allowed for that simulated part. 3. The method according to claim 2 , wherein the predefined amount of material allowed for that simulated part comprises the volume required on the flat surface times a scaling factor. 4. The method according to claim 1 , wherein the method further comprises determining the simulated manufacturing process to be applied to the simulated part shape and the material having the received properties. 5. The method according to claim 1 , further comprising comparing the value of the wrinkle factor with a limit value of the wrinkle factor to determine whether a manufactured simulated part using the simulated manufacturing process meets a design specification. 6. A data processing system for a computer-aided design (CAD) system, the data processing system comprising: a processor; and an accessible memory, the data processing system particularly configured to carry out a method for quantifying representations of material wrinkles comprising: receiving in a CAD model a definition of a shape of a simulated part and a material to be applied to the part; receiving one or more properties of the material; selecting one of a plurality of quantifiable methods to generate a quantified result of determining a wrinkle factor for modelling simulated wrinkles resulting from a combination of simulated part shape, material properties and simulated manufacturing process used to form the simulated part; and providing an output file in a predetermined format summarizing the quantified result of determining the wrinkle factor; wherein the data processing system is configured to carry out the method prior to physical manufacturing of the simulated part; wherein the quantifiable method to generate the quantified result of determining the wrinkle factor comprises determining a point on the surface of the simulated part at which one of the simulated wrinkles in the material occurs; and for that point, carrying out: determining a normal of the surface of the simulated part at the point, determining a normal of the material and deriving a normal difference angle therefrom; determining a distance of the material from the surface of the simulated part at the point; and, determining a number of intersection points with the material, of a ray drawn from the point in a normal direction to the surface of the simulated part; wherein the wrinkle factor comprises a combination of the normal difference angle, the distance of the material from the surface at the point and the number of intersection points with the material. 7. The data processing system according to claim 6 , further configured to carry out the steps of determining one of: a number of folds detected in one of the simulated wrinkles at the point on the surface on the simulated part; a strength loss of the material relative to a strength of the material on a flat surface; and, a volume of the material required to simulate the manufacture the simulated part, as compared with a predefined amount of material allowed for that simulated part. 8. A non-transitory computer-readable medium encoded with executable instructions that, when executed, cause one or more data processing systems to: receive in a CAD model a definition of a shape of a simulated part and a material to be applied to the simulated part; receive one or more properties of the material; select one of a plurality of quantifiable methods to generate a quantified result of determining a wrinkle factor for modelling simulated wrinkles resulting from a combination of simulated part shape, material properties and simulated manufacturing process used to form the simulated part; and provide an output file in a predetermined format summarizing the quantified result of determining the wrinkle factor; wherein the executable instructions are executed prior to physical manufacturing of the simulated part wherein the quantifiable method to generate the quantified result of determining the wrinkle factor comprises determining a point on the surface on the simulated part at which one of the simulated wrinkles in the material occurs; and for that point carrying out: determining a normal of the surface of the simulated part at the point, determining a normal of the material and deriving a normal difference angle therefrom; determining a distance of the material from the surface at the point; and, determining a number of intersection points with the material, of a ray drawn from the point in a normal direction to the surface of the simulated part; wherein the wrinkle factor comprises a combination of the normal difference angle, the distance of the material from the surface at the point and the number of intersection points with the material. 9. A method for generating a quantitative representation of material wrinkles in a computer-aided design (CAD) model, the method performed by a data processing system and comprising steps of: receiving in a CAD model a definition of a shape of a simulated part and a material to be applied to the simulated part; receiving one or more properties of the material; selecting one or more of a plurality of quantifiable methods to generate a quantified result of determining a wrinkle factor for modelling simulated wrinkles resulting from
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