Blow molder control systems and methods
Systems and methods control the operation of a blow molder. An indication of a crystallinity of at least one container produced by the blow molder may be received along with a material distribution of the at least one container. A model may be executed, where the model relates a plurality of blow molder input parameters to the indication of crystallinity and the material distribution and where a result of the model comprises changes to at least one of the plurality of blow molder input parameters to move the material distribution towards a baseline material distribution and the crystallinity towards a baseline crystallinity. The changes to the at least one of the plurality of blow molder input parameters may be implemented.
1. A blow molder system comprising:
a blow molder that forms, with pressurized fluid, blow-molded containers from preforms, wherein the blow molder comprises:
heating elements for heating the preforms;
a stretching rod;
a plurality of molds; and
one or more blow-molder temperature sensors for sensing temperatures from the blow molder in forming the blow-molded containers, and
wherein the blow molder is configured to form the blow-molder containers utilizing, for each preform, a pre-blow of the preform and stretching by the stretching rod, followed by a high-pressure blow of the preform to push walls of the preform against a mold of the plurality of molds;
a container inspection system that senses one or more characteristics of blow-molded containers following formation of the blow-molded containers by the blow molder; and
a control system that is in communication with the one or more blow-molder temperature sensors and in communication with the container inspection system, wherein the control system is configured to:
determine, using a model, updated operating parameters for the blow molder based on, at least in part, the one or more characteristics of the blow-molded containers sensed by the container inspection system; and
output the updated operating parameters to the blow molder,
wherein:
the blow molder is configured to implement the updated operating parameters; and
the updated operating parameters comprise:
a temperature set point for the preforms;
a pre-blow pressure level for the pre-blow of the preforms;
a high-pressure blow pressure level for the high-pressure blow of the preforms; and
a blow timing for the preforms.
2. The blow molder of claim 1 , wherein:
the container inspection system further comprises a vision system for capturing images of the blow-molded containers; and
the control system is further configured to determine a property of the base of the containers formed by the blow molder based on images captured by the vision system.
3. The blow molder of claim 2 , wherein the control system is further configured to determine the updated operating parameters additionally based on the images captured by the vision system.
4. The blow molder of claim 3 , wherein the vision system comprises a downward-facing base camera for imaging a base of the blow-molded containers.
5. The blow molder of claim 3 , wherein the vision system comprises a side vision system that captures images of a sidewall of the blow-molded containers.
6. The blow molder of claim 3 , wherein the vision system comprises a finish vision system that captures images of a finish of the blow-molded containers.
7. The blow molder of claim 1 , wherein the control system is further configured to determine the updated operating parameters additionally based on temperatures sensed by the one or more blow-molder temperature sensors.
8. The blow molder of claim 1 , wherein the heating elements of the blow-molder comprise oven lamps.
9. The blow molder of claim 8 , wherein the one or more blow- molder temperature sensors comprises one or more pyrometers.
10. The blow molder of claim 1 , wherein:
the container inspection system further comprises a sidewall camera for imaging a sidewall of the containers; and
the control system is further configured to determine a property of the sidewall of the containers formed by the blow molder based on images captured by the sidewall camera.
11. The blow molder of claim 10 , wherein the control system is further configured to determine the updated operating parameters additionally based on the images captured by the sidewall camera.
12. The blow molder of claim 11 , wherein the control system is further configured to determine the updated operating parameters additionally based on the temperatures of the plurality of molds sensed by the one or more blow-molder temperature sensors.
13. The blow molder of claim 1 , wherein the control system is configured to control the blow molder parameter to achieve a desired quality level for the blow-molded containers.
14. The blow molder of claim 1 , wherein the blow molder stretches the preforms by blowing fluid into the preforms to stretch the preforms to form the blow-molded containers.
15. The blow molder of claim 14 , wherein the fluid comprises air.
16. The blow molder of claim 1 , wherein:
the blow molder comprises a liquid for controlling temperatures of the plurality of molds;
the one or more blow-molder temperature sensors comprise one or more mold temperature sensors; and
the control system is further configured to determine the updated operating parameters additionally based on the temperatures of the plurality of molds sensed by the one or more mold temperature sensors.
17. The blow molder of claim 16 , wherein the updated operating parameters determined by the control system comprise temperature set points for the plurality of molds.
18. The blow molder of claim 1 , wherein the control system comprises a server.
19. The blow molder of claim 1 , wherein the model comprises a regression model.
20. A method of manufacturing containers, the method comprising:
forming, with pressurized fluid, blow-molded containers, with a blow molder, from preforms, wherein the blow molder comprises:
heating elements for heating the preforms;
a stretching rod;
a plurality of molds; and
one or more blow-molder temperature sensors for sensing temperatures from the blow molder in forming the blow-molded containers, and
wherein forming the blow-molded containers comprises utilizing, for each preform, a pre-blow of the preform and stretching by the stretching rod, followed by a high-pressure blow of the preform to push walls of the preform against a mold of the plurality of molds;
sensing, by a container inspection system, one or more characteristics of blow-molded containers formed by the blow molder;
determining, by a control system that is in communication with the one or more blow-molder temperature sensors and in communication with the container inspection system, using a model, updated operating parameters for the blow molder based on, at least in part, the one or more characteristics of the blow-molded containers sensed by the container inspection system; and
outputting, by the control system, the updated operating parameters to the blow molder,
wherein:
forming the blow-molded containers comprises implementing, by the blow molder, the updated operating parameters; and
the updated operating parameters comprise:
a temperature set point for the preforms;
a pre-blow pressure level for the pre-blow of the preforms;
a high-pressure blow pressure level for the high-pressure blow of the preforms; and
a blow timing for the preforms.
21. The method of claim 20 , wherein:
the container inspection system further comprises a vision system for capturing images of the blow-molded containers; and
the method further comprises determining, by the control system, a property of the base of the containers formed by the blow molder based on images captured by the vision system.
22. The method of claim 21 , wherein determining the updated operating parameters further comprises the updated operating parameters based on the images captured by the vision system.
23. The method of claim 22 , wherein the vision system comprises a downward-facing base camera for imaging a base of the blow-molded containers.
24. The method of claim 22 , wherein the vision system comprises a side vision system that captures images of a sidewall of the blow-molded containers.
25. The method of claim 22 , wherein the vision system comprises a finish vision system that captures images of a finish of the blow-molded containers.
26. The method of claim 20 , wherein determining the updated operating parameters further comprises determining the updated operating parameters based on temperatures sensed by the one or more blow-molder temperature sensors.
27. The method of claim 20 , wherein:
the container inspection system further comprises a sidewall camera for imaging a sidewall of the containers; and
the method further comprises determining, by the control system, a property of the sidewall of the containers formed by the blow molder based on images captured by the sidewall camera.
28. The method of claim 27 , wherein determining the updated operating parameters comprised determining, by the control system, the updated operating parameters additionally based on the images captured by the sidewall camera.
29. The method of claim 28 , wherein determining the updated operating parameters comprises determining the updated operating parameters additionally based on the temperatures of the plurality of molds sensed by the one or more blow-molder temperature sensors.
30. The method of claim 20 , wherein determining the updated operating parameters comprises determining, by the control system, the updated operating parameters to achieve a desired quality level for the blow-molded containers.
31. The method of claim 20 , wherein:
the blow molder comprises a liquid for controlling temperatures of the plurality of molds;
the one or more blow-molder temperature sensors comprise one or more mold temperature sensors; and
determining the updated operating parameters comprises determining, by the control system, the updated operating parameters additionally based on the temperatures of the plurality of molds sensed by the one or more mold temperature sensors.