Monitoring during additive manufacturing process using thermocouples

1. A method for performing real-time monitoring of build plate separation during additive manufacturing process, comprising:

configuring one or more thermocouples to detect temperature fluctuations indicative of heat flowing from a part placed on top of a build plate during the additive manufacturing process;

configuring one or more thermocouple readers to monitor and record the temperature fluctuations from the one or more thermocouples; and

when the one or more thermocouple readers record an abnormal temperature fluctuation from the one or more thermocouples, configuring a computing device configured to identify the build plate separation from the abnormal temperature fluctuation and automatically halt the additive manufacturing process in real-time, wherein

the abnormal temperature fluctuation is a temperature drop from the heat flowing from the part placed on top of the build plate during the additive manufacturing process, the temperature drop is defined by a drop rate in temperature that exceeds an ideal temperature cool down rate for the part based on a geometry of the part.

2. The method of claim 1 , wherein the build plate comprises a plurality of grooves machined on the underside of the build plate to allow for strategic placement of the one or more thermocouples.

3. The method of claim 1 , wherein each of the plurality of grooves have same or varying depths.

4. The method of claim 1 , wherein the one or more thermocouples are connected to one or more thermocouple readers via one or more thermocouple wires.

5. The method of claim 4 , further comprising:

configuring the one or more thermocouple readers to monitor and record temperature observed during the additive manufacturing process.

6. The method of claim 4 , wherein the one or more thermocouple wires are routed from the one or more thermocouple readers to the underside of the build plate.

7. The method of claim 6 , wherein the one or more thermocouple wires are fed into, and out through, an overflow chamber.

8. The method of claim 7 , further comprising:

configuring the one or more thermocouple wires to continuously transmit data from the one or more thermocouples to the one or more thermocouple readers during movement of the build plate.

9. The method of claim 1 , wherein the placement of the one or more thermocouples is determined where the part is more likely to encounter build plate separation or stress.

10. The method of claim 1 , further comprising:

automatically aborting the additive manufacturing process, when the temperature drop is as follows

if

T

t

+

1

-

T

i

Δ

⁢

t

>

STD

where T is a preconditioned temperature signal being a baseline signal where upward temperature spikes from melting spots are removed and downward temperature spikes for rest periods are removed, Δt is an amount of time between temperature measurements, i is a measurement point in time, and STD is a threshold determined by the part's geometry.

11. A method for performing real-time monitoring of build plate separation during additive manufacturing process, comprising:

detecting, by one or more thermocouples, temperature fluctuations indicative of heat flowing from a part placed on top of a build plate during the additive manufacturing process;

monitoring and recording, by one or more thermocouple readers, temperature fluctuations from the one or more thermocouples; and

when the one or more thermocouple readers record an abnormal temperature fluctuation from the one or more thermocouples, identifying, by a computing device, the build plate separation from the abnormal temperature fluctuation, and automatically halting the additive manufacturing process in real-time, wherein

the abnormal temperature fluctuation is a temperature drop from the heat flowing from the part placed on top of the build plate during the additive manufacturing process, the temperature drop is defined by a drop rate in temperature that exceeds an ideal temperature cool down rate for the part based on a geometry of the part.

12. The method of claim 11 , wherein the build plate comprises a plurality of grooves machined on the underside of the build plate to allow for strategic placement of the one or more thermocouples.

13. The method of claim 11 , wherein each of the plurality of grooves comprising same or varying depths.

14. The method of claim 11 , wherein the one or more thermocouples are connected to one or more thermocouple readers via one or more thermocouple wires.

15. The method of claim 14 , further comprising:

monitoring and recording, by the one or more thermocouple readers, temperature observed during the additive manufacturing process.

16. The method of claim 14 , wherein the one or more thermocouple wires are routed from the one or more thermocouple readers to the underside of the build plate.

17. The method of claim 16 , wherein the one or more thermocouple wires are fed into, and out through, an overflow chamber.

18. The method of claim 17 , further comprising:

continuously transmitting, by the one or more thermocouple wires, data from the one or more thermocouples to the one or more thermocouple readers during movement of the build plate.

19. The method of claim 11 , wherein the placement of the one or more thermocouples is determined where the part is more likely to encounter build plate separation or stress.

20. The method of claim 11 , further comprising:

automatically aborting the additive manufacturing process, when the temperature drop is as follows

if

T

t

+

1

-

T

i

Δ

⁢

t

>

STD

where T is a preconditioned temperature signal being a baseline signal where upward temperature spikes from melting spots are removed and downward temperature spikes for rest periods are removed, Δt is an amount of time between temperature measurements, i is a measurement point in time, and STD is a threshold determined by the part's geometry.