Hybrid measurement and simulation based distortion compensation system for additive manufacturing processes

Patent metadata

Field	Value
Publication number	US-12045549-B2
Application number	US-202217724692-A
Country	US
Kind code	B2
Filing date	Apr 20, 2022
Priority date	Aug 31, 2018
Publication date	Jul 23, 2024
Grant date	Jul 23, 2024

Abstract

A compensation field indicating an amount of distortion compensation to be applied across at least a portion of a component is determined, and a nominal computer-aided design (CAD) model of a component is modified based on the compensation field. The amount of distortion compensation corresponds to a multiplication product of: (i) a deviation between the nominal CAD model and a physical representation of the component having been produced based on the nominal CAD model, and (ii) a nonlinear scale factor map that includes a map associating a plurality of locations of the nominal CAD model to corresponding ones of a plurality of scale factors respectively representing an increase or a decrease in the amount of distortion compensation to be applied based on a simulated effect upon the component in response to an iterative simulation process.

First claim

What is claimed is:

1. A non-transitory computer-readable medium comprising computer-executable instructions, which when executed by a processor, cause the processor to perform a method comprising:
determining a compensation field indicating an amount of distortion compensation to be applied across at least a portion of a component;
modifying a nominal computer-aided design (CAD) model of the component based at least in part on the compensation field;
wherein the amount of distortion compensation corresponds at least in part to a multiplication product of:
(i) a deviation between the nominal CAD model and a physical representation of the component, the physical representation of the component having been produced based on the nominal CAD model using an additive manufacturing machine, and
(ii) a nonlinear scale factor map, wherein the nonlinear scale factor map comprises a map associating a plurality of locations of the nominal CAD model to corresponding ones of a plurality of scale factors respectively representing an increase or a decrease in the amount of distortion compensation to be applied based at least in part on a simulated effect upon the component in response to an iterative simulation process; and
producing the physical representation of the component based on the nominal CAD model using the additive manufacturing machine.

2. The non-transitory computer-readable medium of claim 1 , comprising further computer-executable instructions, which when executed by the processor, cause the processor to further perform the method, including:
determining the deviation between the nominal CAD model and the physical representation of the component based at least in part on measurement data corresponding to the physical representation of the component.

3. The non-transitory computer-readable medium of claim 2 , comprising further computer-executable instructions, which when executed by the processor, cause the processor to further perform the method, including:
determining that the deviation between the nominal CAD model and the physical representation of the component exceeds an acceptable tolerance; and
modifying the nominal CAD model of the component responsive to having determined that the deviation between the nominal CAD model and the physical representation of the component exceeds the acceptable tolerance.

4. The non-transitory computer-readable medium of claim 3 , comprising further computer-executable instructions, which when executed by the processor, cause the processor to further perform the method, including:
modifying the nominal CAD model of the component only responsive to having determined that the deviation between the nominal CAD model and the physical representation of the component exceeds the acceptable tolerance.

5. The non-transitory computer-readable medium of claim 2 , comprising further computer-executable instructions, which when executed by the processor, cause the processor to further perform the method, including:
obtaining the measurement data from an internal surface of the physical representation of the component, or an external surface of the physical representation of the component.

6. The non-transitory computer-readable medium of claim 5 , wherein the measurement data comprises point-cloud coordinate data.

7. The non-transitory computer-readable medium of claim 2 , wherein the deviation between the nominal CAD model and the physical representation of the component comprises a set of column vectors.

8. The non-transitory computer-readable medium of claim 7 , comprising further computer-executable instructions, which when executed by the processor, cause the processor to further perform the method, including:
appending the nonlinear scale factor map to the set of column vectors.

9. The non-transitory computer-readable medium of claim 2 , comprising further computer-executable instructions, which when executed by the processor, cause the processor to further perform the method, including:
generating the nonlinear scale factor map using the iterative simulation process.

10. The non-transitory computer-readable medium of claim 9 , comprising further computer-executable instructions, which when executed by the processor, cause the processor to further perform the method, including:
producing a second physical representation of the component using the additive manufacturing machine, the second physical representation of the component produced based on the nominal CAD model resulting from modifying the nominal CAD model.

11. The non-transitory computer-readable medium of claim 1 , comprising further computer-executable instructions, which when executed by the processor, cause the processor to further perform the method, including:
performing the iterative simulation process, wherein the iterative simulation process comprises:
(i) generating a nominal simulated distortion of a nominal input geometry representing the component using a numerical method;
(ii) morphing the nominal input geometry using a nominal simulated part distortion, providing a morphed input geometry;
(iii) generating an updated simulated distortion using the morphed input geometry;
(iv) comparing the updated simulated distortion to the nominal simulated distortion to determine a respective iteration of the nonlinear scale factor map; and
repeating operations (i)-(iv) one or more times.

12. The non-transitory computer-readable medium of claim 11 , wherein the respective iteration of the nonlinear scale factor map comprises a map of a simulated effect upon the component in response to morphing the nominal input geometry.

13. The non-transitory computer-readable medium of claim 11 , wherein the nominal input geometry in a first instance of operation (i) comprises nominal geometry of the nominal CAD model.

14. The non-transitory computer-readable medium of claim 11 , comprising further computer-executable instructions, which when executed by the processor, cause the processor to further perform the method, including:
performing the iterative simulation process, at least in part, before or in parallel with at least one of:
the physical representation of the component being produced;
measurement data corresponding to the physical representation of the component having been obtained; and
the deviation between the nominal CAD model and the physical representation of the component having been determined.

15. The non-transitory computer-readable medium of claim 11 , wherein the numerical method comprises a finite element analysis or a boundary element method.

16. A system, comprising:
an additive manufacturing machine;
a processor; and
a data storage device, the data storage device comprising a non-transitory computer-readable medium comprising computer-executable instructions, which when executed by the processor, cause the processor to perform a method comprising:
determining a compensation field indicating an amount of distortion compensation to be applied across at least a portion of a component;
modifying a nominal computer-aided design (CAD) model of the component based at least in part on the compensation field;
wherein the amount of distortion compensation corresponds at least in part to a multiplication product of:
(i) a deviation between the nominal CAD model and a physical representation of the component, the physical representation of the component having been produced based on the nominal CAD model using the additive manufacturing machine, and
(ii) a nonlinear scale factor map, wherein the nonlinear scale factor map comprises a map associating a plurality o

Assignees

• Gen Electric

Inventors

• Yang Pinghai
• Nelson Tyler
• Makinde Adegboyega
• Robinson Dean

Classifications

• B33Y50/00 Primary

  Data acquisition or data processing for additive manufacturing · CPC title

• G06F2111/10

  Numerical modelling · CPC title

• G06F2111/20

  Configuration CAD, e.g. designing by assembling or positioning modules selected from libraries of predesigned modules · CPC title

• G06F2119/18

  Manufacturability analysis or optimisation for manufacturability · CPC title

• G01B21/20

  for measuring contours or curvatures, e.g. determining profile · CPC title