Method of compensating for sintering warpage due to powder spreading density variations in binder jet 3d printing

Patent metadata

Field	Value
Publication number	US-2022410274-A1
Application number	US-202217898322-A
Country	US
Kind code	A1
Filing date	Aug 29, 2022
Priority date	May 21, 2019
Publication date	Dec 29, 2022
Grant date	—

Abstract

A method of compensating for sintering warpage due to powder spreading density variations in binder jetting additive manufacturing, including receiving an initial design file defining an object geometry, representing the object geometry as a part mesh and filling the mesh with a grid of voxels to create a voxel grid, each voxel having at least one shrinkage coefficient. For each voxel, determining a distortion factor caused by a powder density variation induced during a powder spreading process and adjusting the at shrinkage coefficient of each voxel according to its respective distortion factor. Next, a shrinkage of the grid of voxels is simulated according to a sintering process. A negative compensation is applied to the voxel grid, according to the simulated shrinkage of the grid of voxels, to form a compensated voxel grid. Lastly, the change in the voxel grid is mapped to the compensated voxel grid onto the part mesh to create a pre-processed compensated part mesh.

First claim

What is claimed:

1 . A method of compensating for sintering warpage due to powder spreading density variations in binder jetting additive manufacturing, comprising:
receiving an initial design file defining an object geometry; representing the object geometry as a part mesh; filling the mesh with a grid of voxels to create a voxel grid, each voxel having at least one shrinkage coefficient; for each voxel, determining a distortion factor caused by a powder density variation induced during a powder spreading process; adjusting the at least one shrinkage coefficient of each voxel according to its respective distortion factor; simulating a shrinkage of the grid of voxels according to a sintering process; applying a negative compensation to the grid of voxels, according to the simulated shrinkage of the grid of voxels, to form a compensated grid of voxels; mapping the change in the grid of voxels to the compensated grid of voxels onto the part mesh to create a pre-processed compensated part mesh.

2 . The method of claim 1 further comprising the step of binder jetting additively manufacturing a part according to the pre-processed compensated part mesh.

3 . The method of claim 1 wherein the distortion factor is determined according to:

D
F

=

B
·

D

(

E
·

(

F
-
O

)

C

)

wherein:
D F is a Distortion Factor is a modifier accounting for the shrinkage of a point;
B is a Density Multiplier representing the maximum spike in the density at the leading edges of transition from non-printed to printed regions;
O is a density offset representing the distance over which a density spike remains fixed at its initial value before starting to decay;
D is a density decay representing decay in the density spike;
E is the incidence angle;
F is the distance of a point downstream from an upstream transition boundary; and
C is a constant value.

4 . The method of claim 1 wherein the step of determining the distortion factor includes accounting for a density gap threshold that is a distance to a next upstream wall.

5 . The method of claim 1 wherein the step of determining the distortion factor includes accounting for a density height, wherein below a threshold a density buildup is zero.

6 . The method of claim 1 wherein the at least one shrinkage coefficient for each voxel includes a first axis shrinkage coefficient, a second axis shrinkage coefficient and a third axis shrinkage coefficient.

7 . The method of claim 2 wherein the step of binder jetting additively manufacturing the part includes bi-directional binder jetting.

8 . The method of claim 7 wherein the bi-directional binder jetting includes spreading a first layer of build material powder in a first direction followed jetting a binder in a first predetermined pattern onto the first layer of build material powder and then spreading a second layer of build material powder in a second direction, opposite the first direction, followed by jetting the binder in a second predetermined pattern onto the second layer of build material powder.

9 . The method of claim 8 wherein the distortion factor for each voxel is an average of two distortion factors.

10 . The method of claim 2 wherein the binder jetting additively manufacturing includes, for each build layer, depositing a first layer of build material in a first direction and depositing a second layer of build material in a second direction, opposite the first direction, and depositing binder in a predetermined pattern.

11 . The method of claim 10 wherein the distortion factor for each voxel is the maximum of two distortion factors.

12 . A method of compensating for sintering warpage due to powder spreading density variations in binder jetting additive manufacturing, comprising:
receiving a model of a part; adjusting the model of the part to accommodate:
an amount of shrinkage anticipated due to densification of the part during a sintering process, and
a density spike according to a density warp model of density variation caused by powder spreading in a binder jetting additive manufacturing process;
performing an iterative simulation of a sintering process on the model of the part to produce a simulated sintered geometry; and producing a negative compensation offset according to a comparison of the simulated sintered geometry to the model of the part.

13 . The method of claim 12 further comprising:
producing a production model of the part according to the negative compensation offset and the model of the part; and
binder jetting additively manufacturing a part according to the production model of the part.

14 . The method of claim 12 wherein the step of adjusting the model of the part includes accounting for a density gap threshold that is a distance to a next upstream wall.

15 . The method of claim 12 wherein the step of adjusting the model of the part includes accounting for a density height, wherein below a threshold a density buildup is zero.

16 . The method of claim 13 wherein the step of binder jetting additively manufacturing the part includes bi-directional binder jetting.

17 . The method of claim 16 wherein the bi-directional binder jetting includes spreading a first layer of build material powder in a first direction followed jetting a binder in a first predetermined pattern onto the first layer of build material powder and then spreading a second layer of build material powder in a second direction, opposite the first direction, followed by jetting the binder in a second predetermined pattern onto the second layer of build material powder.

18 . The method of claim 13 wherein the binder jetting additively manufacturing includes, for each build layer, depositing a first layer of build material in a first direction and depositing a second layer of build material in a second direction, opposite the first direction, and depositing binder in a predetermined pattern.

Assignees

• Desktop Metal Inc

Inventors

• Roberts Andrew Fiske

Classifications

• G06F30/20

  Design optimisation, verification or simulation (optimisation, verification or simulation of circuit designs G06F30/30) · CPC title

• B22F10/14 Primary

  by jetting of binder onto a bed of metal powder · CPC title

• B33Y10/00

  Processes of additive manufacturing · CPC title

• B22F10/85 Primary

  for controlling or regulating additive manufacturing processes · CPC title

• G06T2219/2016

  Rotation, translation, scaling · CPC title