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 for performing a blow molding process, wherein the blow molder comprises:
heating elements;
a stretching rod; and
a plurality of molds; and
one or more blow molder temperature sensors for sensing temperatures of the blow molder; and
wherein the blow molding process comprises a pre-blow, stretching by the stretching rod, and a high-pressure blow;
an inspection system for sensing one or more characteristics of plastic objects involved in the blow molding process; and
a control system that is in communication with the one or more blow molder temperature sensors and in communication with the inspection system, wherein the control system is configured to:
tune the blow molder system to establish a baseline characteristic of the plastic objects involved in the blow molding process;
generate a model based on initial operating parameters for the blow molder and the one or more characteristics of the plastic objects sensed by the inspection system;
determine, using the model, updated operating parameters for the blow molder based on, at least in part, the one or more characteristics of the plastic objects sensed by the inspection system and the baseline characteristic to drive the one or more characteristics of the plastic object toward the baseline characteristic; 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:
an updated pre-blow pressure level for the pre-blow;
an updated high-pressure blow pressure level for the high-pressure blow; and
a blow timing for the blow molding process.
2. The blow molder system of claim 1 , wherein:
the blow molder produces plastic containers from plastic preforms; and
the one or more characteristics comprise one or more characteristics of the containers produced by the blow molder.
3. The blow molder system of claim 2 , wherein the plastic objects comprise the plastic containers produced by the blow molder.
4. The blow molder system of claim 1 , wherein:
the inspection system further comprises a vision system for capturing images of the plastic objects; and
the control system is further configured to determine the updated operating parameters additionally based on the images captured by the vision system.
5. The blow molder system 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.
6. The blow molder system of claim 1 , wherein the heating elements of the blow molder comprise oven lamps.
7. The blow molder system of claim 6 , wherein the one or more blow molder temperature sensors comprises one or more pyrometers.
8. The blow molder system of claim 1 , 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.
9. The blow molder system of claim 2 , wherein the control system is configured to control the blow molder parameters to achieve a desired quality level for the containers produced by the blow molder.
10. The blow molder system of claim 9 , wherein the blow molder stretches the preforms by blowing fluid into the preforms to stretch the preforms to form the containers.
11. The blow molder system of claim 10 , wherein the fluid comprises air.
12. The blow molder system 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.
13. The blow molder system of claim 1 , wherein the updated operating parameters determined by the control system comprise temperature set points for the plurality of molds.
14. The blow molder system of claim 1 , wherein the control system comprises a server.
15. The blow molder system of claim 1 , wherein the model comprises a regression model.
16. The blow molder system of claim 1 , wherein the plastic objects comprise polyethylene terephthalate.
17. The blow molder system of claim 9 , wherein the desired quality level comprises a material distribution for the containers.
18. The blow molder system of claim 1 , wherein:
the inspection system further comprises a vision system for capturing images of the plastic objects; and
the control system comprises a processor that is configured to detect defects in the plastic objects from the images captured by the vision system.
19. The blow molder system of claim 18 , wherein the vision system comprises an overhead vision system that captures images from above and looking downwardly on the plastic objects.
20. The blow molder system of claim 18 , wherein the vision system comprises a side vision system that captures images of a sidewall of the plastic objects.