IP Library Granted Patent US 10,427,348
Granted Patent B2
US 10,427,348 · App. 15/824,207 · Granted Oct 1, 2019

Automatic process control of additive manufacturing device

Inventors: Alfonso Alexander Perez (West Palm Beach, FL); Christopher Michael Haid (Bolton, MA); Mateo Pena Doll (Elk, CA); Forrest W. Pieper (Nederland, CO)
Assignee: Massachusetts Institute of Technology
B29C48/2886B29C48/02B29C48/05B29C48/2528B29C48/266B29C48/865B29C48/92B29C64/106B29C64/112G05B19/41875B29C2948/926B29C2948/9258B29C2948/92571B29C2948/92904B33Y30/00G05B2219/32222Y02P90/14Y02P90/18Y02P90/265
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Quick Facts
Patent No.
US 10,427,348
App. No.
15/824,207
Granted
Oct 1, 2019
Kind
B2
Abstract

Automatic process control of additive manufacturing. The system includes an additive manufacturing device for making an object and a local network computer controlling the device. At least one camera is provided with a view of a manufacturing volume of the device to generate network accessible images of the object. The computer is programmed to stop the manufacturing process when the object is defective based on the images of the object.

Claims (17)

1. A system for automated processing control of a three dimensional printer device comprising:

the three dimensional printer device for making an object;

an array of lights illuminating a manufacturing volume of the three dimensional printer device for dynamically creating object shadows for reconstructing a profile view from the point of view of each light in the array of lights; and

a camera with a view of a manufacturing volume of the three dimensional printer device to generate network accessible images of the object;

a layer-by-layer verification is used to detect errors on the images of the object during a printing process;

wherein the computer is programmed to stop the manufacturing process when the object is defective based on the images of the object using the layer-by-layer verification.

2. The system of claim 1 wherein the camera has a fixed view of the manufacturing volume.

3. The system of claim 1 wherein the camera, has a robotically controlled view of the manufacturing volume.

4. The system of claim 1 wherein the images are video streams.

5. The system of claim 1 wherein the images are static.

6. The system of claim 1 wherein the computer further includes a series of service-side applications executing remote algorithms.

7. The system of claim 1 further including a web-browser based control interface.

8. The system of claim 6 wherein the algorithm includes machine learning algorithms.

9. The system of claim 8 wherein the machine learning algorithms include markov model, bayesian inference or artificial neural network algorithms.

10. The system of claim 1 wherein the manufacturing volume includes a calibration pattern thereon.

11. The system of claim 1 further including three-dimensional print preview to update object rendering in real time.

12. The system of claim 1 further including an array of lights for creating object shadows for reconstructing a profile view from the point of view of each light.

Continuity (3)
Continuation 14448229 · Jul 31, 2014
Provisional Application 61863110 · Aug 7, 2013
Related Publication 20180079125A1 · Mar 22, 2018
Cited By (2)
US 12,427,723 US 12,472,531