In-situ diagnostics and control method and system for material extrusion 3D printing

Patent metadata

Field	Value
Publication number	US-10691095-B2
Application number	US-201715497278-A
Country	US
Kind code	B2
Filing date	Apr 26, 2017
Priority date	May 2, 2016
Publication date	Jun 23, 2020
Grant date	Jun 23, 2020

Abstract

Methods and systems for diagnosing and controlling material deposition during a material extrusion 3D printing process. A current sensor can measure a current signal consumed by a material feed motor. The current signal can be analyzed in the time domain and frequency domain to detect material deposition characteristics and prescribe process parameter changes.

First claim

What is claimed is:

1. A method for diagnosing and controlling material deposition during a material extrusion 3D printing process, the method comprising:
measuring with a current sensor a current signal consumed by a material feed motor;
analyzing the current signal in the frequency domain and the time domain to detect material deposition characteristics;
analyzing the current signal to detect any nozzle blockage or clogging; and
prescribing process parameter changes, if necessary.

2. The method of claim 1 further comprising treating the extrusion setup as a second order loaded DC motor system to determine the reaction force that develops within the extrusion nozzle that is caused by the extrudate's interaction with its surroundings.

3. The method of claim 1 further comprising analyzing the current signal in an idle and clogged state to determine the effect of friction on the deposition.

4. The method of claim 1 further comprising analyzing the current signal to determine the internal diameter of the extrusion nozzle.

5. The method of claim 1 further comprising analyzing the current signal to determine the distance between the extrusion nozzle and the substrate or previously deposited material.

6. The method of claim 1 further comprising analyzing the current signal to detect the presence or absence of neighboring rasters.

7. The method of claim 1 further comprising analyzing the current signal to detect a surface obstruction.

8. The method of claim 1 further comprising executing process parameter changes in response to diagnostic data resulting in a closed-loop control system.

9. The method of claim 1 further comprising analyzing the current signal to prescribe maintenance decision.

10. A system for diagnosing and controlling the material deposition during a material extrusion 3D printing process, the system comprising:
a current sensor configured to:
measure a current signal consumed by a material feed motor;
analyze the current signal in the time domain to detect material deposition characteristics;
analyze the current signal to detect any nozzle blockage or clogging; and
prescribe process parameter changes, if necessary.

11. The system of claim 10 wherein an extrusion setup is treated as a second order loaded DC motor system to determine the reaction force that develops within the extrusion nozzle that is caused by the extrudate's interaction with its surroundings.

12. The system of claim 10 wherein the current signal is analyzed in an idle and clogged state to determine the effect of friction on the deposition.

13. The system of claim 10 wherein the current signal is analyzed to determine the internal diameter of the extrusion nozzle.

14. The system of claim 10 wherein the current signal is analyzed to determine the distance between the extrusion nozzle and the substrate or previously deposited material.

15. The system of claim 10 wherein the current signal is analyzed to detect the presence or absence of neighboring rasters.

16. The system of claim 10 wherein the current signal is analyzed to detect a surface obstruction.

17. The system of claim 10 wherein process parameter changes are executed in response to diagnostic data to result in a closed-loop control system.

18. A system for diagnosing and controlling the material deposition during a material extrusion 3D printing process, the system comprising:
a current sensor configured to:
measure a current signal consumed by a material feed motor;
analyze the current signal is analyzed in a frequency domain to detect material deposition characteristics;
analyze the current signal to detect any nozzle blockage or clogging; and
prescribe process parameter changes, if necessary.

19. The method of claim 1 , further comprising prescribing process parameter changes, if necessary.

20. The system of claim 10 , wherein the current sensor if further configured to prescribe process parameter changes, if necessary.

Assignees

• Univ Texas

Inventors

• Kim Chi Yen
• Espalin David
• Macdonald Eric
• Wicker Ryan

Classifications

• B33Y50/02 Primary

  for controlling or regulating additive manufacturing processes · CPC title

• G05B19/0428

  Safety, monitoring (G05B19/0423 takes precedence) · CPC title

• B29C64/321

  Feeding · CPC title

• B29C64/386

  Data acquisition or data processing for additive manufacturing · CPC title

• B29C64/209

  Heads; Nozzles · CPC title