ADDITIVE MANUFACTURING CONTROL SYSTEMS
Systems and methods for control in additive manufacturing systems are provided. A powder-bed fusion apparatus can include an energy beam source that generates an energy beam and a deflector that applies the energy beam to fuse powder material to create a 3 -D object based on an object model. The system can also include a characterizer that obtains information relating to fusing the powder material. The characterizer can be a sensor that measures the shape of the object, a processor that determines a physics-based model of the object, etc. The system can also include a comparator that determines a variation from the object model based on the information, and a compensator that modifies the application of energy to the powder material based on the variation. For example, applied energy can be increased in areas that require higher energy to completely fuse powder material, such areas of thicker powder layer.
1 . An apparatus for powder-bed fusion, comprising:
a powder-bed fusion system including an energy beam source that generates an energy beam and a deflector that applies the energy beam to fuse powder material to create a three-dimensional (3-D) object based on an object model;
a characterizer that obtains information relating to the fusing of the powder material;
a comparator that determines a variation from the object model based on the information; and
a compensator that modifies the application of energy to the powder material based on the variation.
2 . The apparatus of claim 1 , wherein the compensator is further configured to vary the applied energy by adjusting a power of the energy beam.
3 . The apparatus of claim 1 , wherein the compensator is further configured to vary the applied energy by adjusting a speed of the deflector.
4 . The apparatus of claim 1 , wherein the characterizer includes an edge sensor that senses information of an edge of fused powder material, and the information includes the information of the edge of the fused powder material.
5 . The apparatus of claim 1 , wherein the characterizer includes a thermal sensor that senses thermal information, and the information includes the thermal information.
6 . The apparatus of claim 1 , wherein the powder-bed fusion system includes a depositor that deposits the powder material in a plurality of layers and the deflector applies the energy beam to fuse the powder material in each of the layers.
7 . The apparatus of claim 6 , wherein the information comprises a location of fused powder material in a first one of the layers, and the compensator is further configured to vary the applied energy by increasing the energy applied to the powder material deposited immediately above the location in a second one of the layers.
8 . The apparatus of claim 6 , wherein the characterizer is configured to sense whether the fusing of the powder material in an area in one of the layers is complete after the energy beam is applied to the powder material in the area for a predetermined time, and the compensator is configured to vary the applied energy by applying additional energy to the powder material in the area if the fusing of the powder material is incomplete after the predetermined time.
9 . The apparatus of claim 1 , wherein the characterizer includes an optical sensor, and the information includes optical information obtained from the optical sensor.
10 . The apparatus of claim 1 , wherein the information comprises a physics-based model.
11 . The apparatus of claim 10 , wherein the physics-based model characterizes a sagging of fused powder material, and the compensator is configured to compensate for the sagging.
12 . The apparatus of claim 11 , wherein the powder-bed fusion system includes a depositor that deposits the powder material, and the sagging is caused by a force due to the depositing of the powder material.
13 . The apparatus of claim 10 , wherein the physics-based model characterizes a loss of fused powder material, and the compensator is configured to compensate for the loss of fused material.
14 . The apparatus of claim 13 , wherein the loss of fused powder material is caused by vaporization.
15 . The apparatus of claim 10 , wherein the physics-based model characterizes a melt pool viscosity of fused powder material, and the compensator is configured to compensate for the melt pool viscosity.
16 . An apparatus for powder-bed fusion, comprising:
an adaptive controller that provides instructions for printing a three-dimensional (3-D) object, the instructions based on a data model of the 3-D object;
a powder-bed fusion system that prints the 3-D object based on the instructions; and
a feedback system configured to sense a shape of at least a portion of the printed 3-D object, compare the sensed shape with a reference shape to determine a variation parameter, and update the instructions based on the variation parameter.
17 . A method of powder-bed fusion, comprising:
generating an energy beam;
applying the energy beam to fuse powder material to create a three-dimensional (3-D) object based on an object model;
obtaining information relating to the fusing of the powder material;
determining a variation from the object model based on the information; and
modifying the application of energy to the powder material based on the information.
18 . The method of claim 17 , wherein varying the energy applied to the powder material includes adjusting a power of the energy beam.
19 . The method of claim 17 , wherein varying the energy applied to the powder material includes adjusting a speed at which the energy beam is applied.
20 . The method of claim 17 , wherein the information includes information of an edge of fused powder.
21 . The method of claim 17 , wherein the information includes thermal information.
22 . The method of claim 17 , further comprising depositing the powder material in a plurality of layers, and wherein the energy beam is applied to fuse the powder material in each of the layers.
23 . The method of claim 22 , wherein the information comprises a location of fused powder material in a first one of the layers, and varying the applied energy includes increasing the energy applied to the powder material deposited immediately above the location in a second one of the layers.
24 . The method of claim 22 , further comprising sensing whether the fusing of the powder material in an area in one of the layers is complete after the energy beam is applied to the powder material in the area for a predetermined time, and the compensator is configured to vary energy applied to the powder material by applying additional energy to the powder material in the area.
25 . The method of claim 24 , wherein the information includes optical information.
26 . The method of claim 17 , wherein the information includes a physic-based model.
27 . The method of claim 26 , wherein the physics-based model characterizes a sagging of fused powder material, and varying the applied energy includes varying the applied energy to compensate for the sagging.
28 . The method of claim 27 , further comprising depositing the powder material, wherein the sagging is caused by a force due to depositing the powder material.
29 . The method of claim 26 , wherein the physics-based model characterizes a loss of fused powder material, and varying the applied energy includes varying the applied energy to compensate for the loss of fused material.
30 . The method of claim 29 , wherein the loss of fused powder material is caused by vaporization.
31 . The method of claim 26 , wherein the physics-based model characterizes a melt pool viscosity of fused powder material, and varying the applied energy includes varying the applied energy to compensate for the melt pool viscosity.
32 . A method of powder-bed fusion, comprising:
providing instructions for printing a three-dimensional (3-D) object, the instructions based on a data model of the 3-D object; and
printing the 3-D object based on the instructions;
sensing a shape of at least a portion of the printed 3-D object;
comparing the sensed shape with a reference shape to determine a variation parameter; and
updating the instructions based on the variation parameter.