Methods for controlling co-injection plastic pressure ratio between individual flow front layers

1. A method of controlling melt flow front pressure in a co-injection molding apparatus, the method comprising:

during a first injection molding cycle, starting an injection of a first material into a mold cavity at a first injection pressure;

next, during the first injection molding cycle and in response to determining a first variable is approximately equal to a first threshold value, starting an injection of a second material into the mold cavity at a second injection pressure;

while injecting the first material into the mold cavity at the first injection pressure, determining, via a first melt pressure sensor disposed near a first injection nozzle, a first flow front pressure, the first flow front pressure corresponding to the first material;

while injecting the second material into the mold cavity at the second injection pressure, determining, via a second melt pressure sensor disposed near a second injection nozzle, a second flow front pressure, the second flow front pressure corresponding to the second material;

during the first injection molding cycle, while injecting the first material into the mold cavity, adjusting the first injection pressure to a first constant low pressure based on comparing the first flow front pressure, calculated based on the first melt pressure sensor, to a first optimal flow front pressure;

during the first injection molding cycle, while injecting the second material into the mold cavity, adjusting the second injection pressure to a second constant low pressure based on comparing the second flow front pressure, calculated based on the second melt pressure sensor, to a second optimal flow front pressure;

controlling a ratio of the first flow front pressure and the second flow front pressure;

in response to determining a second variable is approximately equal to a second threshold value, ceasing the injection of the second material into the mold cavity; and

in response to determining a third variable is approximately equal to a third threshold value and after ceasing the injection of the second material, ceasing the injection of the first material into the mold cavity,

wherein each of the first variable and second variable is one of a group consisting of a flow front pressure, a ratio of flow front pressures, a period of time, a flow front position, a cavity melt pressure, a screw position, and a screw distance travel, and

wherein the third variable is one of a group consisting of (i) the first flow front pressure, (ii) the second flow front pressure, and (iii) the ratio of the first flow front pressure and the second flow front pressure.

2. The method of claim 1 , further comprising applying a machine learning algorithm to determine the first optimal flow front pressure and the second optimal flow front pressure.

3. The method of claim 1 , wherein:

injecting the first material into the mold cavity further comprises injecting the first material into the mold cavity at a first constant low pressure; and

injecting the second material into the mold cavity further comprises injecting the second material into the mold cavity at a second constant low pressure.

4. The method of claim 1 , wherein:

determining the first flow front pressure includes measuring the first flow front pressure; and

determining the second flow front pressure includes measuring the second flow front pressure.

5. The method of claim 1 , wherein:

determining the first flow front pressure includes determining the first flow front pressure based on a first melt pressure, the first melt pressure corresponding to the first material; and

determining the second flow front pressure includes determining the second flow front pressure based on a second melt pressure, the second melt pressure corresponding to the second material.

6. The method of claim 5 , wherein:

determining the first melt pressure includes measuring the first melt pressure; and

determining the second melt pressure includes measuring the second melt pressure.

7. The method of claim 5 , wherein:

determining the first melt pressure includes determining the first melt pressure based on the first injection pressure; and

determining the second melt pressure includes determining the second melt pressure based on the second injection pressure.

8. The method of claim 7 , wherein:

the first injection pressure is a first hydraulic pressure at a first screw for injecting the first material; and

the second injection pressure is a second hydraulic pressure at a second screw for injecting the second material.

9. The method of claim 1 , wherein:

(i) in injecting the first material, the first material is a regrind material,

(ii) in injecting the second material, the second material is a regrind material, or

(iii) in injecting the first and second materials, both the first material is a regrind material and the second material is a regrind material.

10. The method of claim 1 , wherein the first optimal flow front pressure has a first value at a first point in time during the first injection molding cycle and the first optimal flow front pressure has a second value at a second point in time during the first injection molding cycle.

11. The method of claim 1 , wherein the second optimal flow front pressure has a first value at a first point in time during the first injection molding cycle and the second optimal flow front pressure has a second value at a second point in time during the first injection molding cycle.

12. The method of claim 1 , further comprising during a second injection molding cycle subsequent to the first injection molding cycle:

injecting the first material into the mold cavity at a first new injection pressure, wherein the first new injection is based on the adjustment of the first injection pressure; and

injecting the second material into the mold cavity at a second new injection pressure, wherein the second new injection is based on the adjustment of the second injection pressure.

13. The method of claim 1 , wherein injecting a first material into a mold cavity and injecting a second material into a mold cavity further comprises:

starting the injection of the first material into the mold cavity;

in response to waiting a predetermined first period of time, starting the injection of the second material into the mold cavity;

in response to waiting a predetermined second period of time, ceasing the injection of the second material into the mold cavity; and

in response to waiting a third predetermined period of time, ceasing the injection of the first material into the mold cavity.

14. The method of claim 1 , wherein the first threshold value is a first flow front position setpoint of the first material, a second flow front position setpoint of the second material, a first cavity melt pressure setpoint of the first material, a second cavity melt pressure setpoint of the second material, a first position of a first screw for injecting the first material, a second position of a second screw for injecting the second material, a first distance traveled by the first screw, or a second distance traveled by the second screw.

15. The method of claim 14 , wherein

the first cavity melt pressure setpoint of the first material may be measured directly or indirectly; and

the second cavity melt pressure setpoint of the second material may be measured directly or indirectly.

16. The method of claim 15 , wherein measuring indirectly further comprises measuring strain using a microwave sensor kit, an x-ray sensor kit, an ultrasonic sensor kits, an air pressure sensor kit, an air temperature sensor kit, or a sub-surface temperature sensor kit.

17. The method of claim 1 , wherein:

in determining the first variable is approximately equal to the first threshold value, the first variable is a first non-time-dependent variable;

in determining the second variable is approximately equal to the second threshold value, the second variable is a second non-time-dependent variable; and

in determining the third variable is approximately equal to the third threshold value, the third variable is a third non-time-dependent variable.

18. The method of claim 1 , wherein:

in determining the first variable is approximately equal to the first threshold value, the first variable is one of a group consisting of (i) the first flow front pressure, (ii) the second flow front pressure, and (iii) the ratio of the first flow front pressure and the second flow front pressure; and

in determining the second variable is approximately equal to the second threshold value, the second variable is one of a group consisting of (i) the first flow front pressure, (ii) the second flow front pressure, and (iii) the ratio of the first flow front pressure and the second flow front pressure.