Methods and systems for dynamically configuring a decurler subsystem of a print device
A system of configuring a decurler subsystem of a print device includes an electronic device, and a computer-readable storage medium having one or more programming instructions that, when executed, cause the electronic device to receive from a print device via a communication network, one or more job parameters associated with a print job that is to be processed by a print device, access a historical print job data store comprising one or more historical job parameters associated with one or more historical print jobs processed by the print device or one or more other print devices that are in communication with the electronic device, compare at least a portion of the received job parameters to at least a portion of the historical job parameters to identify one or more recommended job parameters for the print job, and determine an updated decurler transfer function based on the recommended job parameters.
1. A method of configuring a decurler subsystem of a print device, the method comprising:
receiving, by a cloud-based server from a print device via a communication network, one or more job parameters associated with a print job that is to be processed by the print device;
accessing a historical print job data store comprising one or more historical job parameters associated with one or more historical print jobs processed by the print device or one or more other print devices that are in communication with the cloud-based server;
comparing at least a portion of the received job parameters to at least a portion of the historical job parameters to identify one or more recommended job parameters for the print job;
determining an updated decurler transfer function based on the recommended job parameters, wherein the decurler transfer function is indicative of one or more characteristics of one or more decurlers of the decurler subsystem of the print device; and
sending the updated decurler transfer function to the print device to be applied to the decurler subsystem of the print device.
2. The method of claim 1 , wherein receiving one or more job parameters associated with the print job comprises receiving one or more of the following:
a characteristic of a media on which the print job is to be processed;
a setting of the print device;
a characteristic of a consumable that is needed to process the print job; or
a characteristic of the print job.
3. The method of claim 1 , wherein receiving one or more job parameters associated with the print job comprises receiving information pertaining to a profile of a media stack that is to be used to process the print job.
4. The method of claim 3 , wherein the information pertaining to the profile of the media stack is obtained from a scanning device of the print device.
5. The method of claim 4 , wherein the scanning device comprises one or more of the following:
a one-dimensional laser scanner;
a two-dimensional laser scanner;
a three-dimensional laser scanner;
a reflective laser profilometer; or
a photoelectric sensor.
6. The method of claim 1 , wherein receiving one or more job parameters associated with the print job comprises receiving temperature information obtained by a temperature sensor of the print device.
7. The method of claim 1 , wherein receiving one or more job parameters associated with the print job comprises receiving humidity information obtained by a humidity sensor of the print device.
8. The method of claim 1 , further comprising:
receiving, from one or more of the other print devices, one or more second job parameters; and
updating the historical print job data store to reflect at least a portion of the second job parameters.
9. The method of claim 1 , wherein determining an updated decurler transfer function based on the recommended job parameters comprises applying one or more machine learning methods to at least a portion of the one or more historical job parameters.
10. The method of claim 1 , wherein:
the updated decurler transfer function comprises one or more polynomial expressions and one or more coefficients,
each polynomial expression corresponds to a decurler input variable,
each coefficient corresponds to one of the polynomial expressions,
determining an updated decurler transfer function based on the recommended job parameters comprises applying one or more machine learning methods to at least a portion of the one or more historical job parameters to determine an updated value of one or more of the coefficients.
11. The method of claim 1 , further comprising adjusting, by the print device, a direction of a decurler of the decurler subsystem based on the updated decurler transfer function.
12. The method of claim 1 , further comprising adjusting, by the print device, an indentation level of a decurler of the decurler subsystem based on the updated decurler transfer function.
13. A system of configuring a decurler subsystem of a print device, the system comprising:
an electronic device; and
a computer-readable storage medium comprising one or more programming instructions that, when executed, cause the electronic device to:
receive from a print device via a communication network, one or more job parameters associated with a print job that is to be processed by a print device,
access a historical print job data store comprising one or more historical job parameters associated with one or more historical print jobs processed by the print device or one or more other print devices that are in communication with the electronic device,
compare at least a portion of the received job parameters to at least a portion of the historical job parameters to identify one or more recommended job parameters for the print job,
determine an updated decurler transfer function based on the recommended job parameters, wherein the decurler transfer function is indicative of one or more characteristics of one or more decurlers of the decurler subsystem of the print device, and
send the updated decurler transfer function to the print device to be applied to the decurler subsystem of the print device.
14. The system of claim 13 , wherein the one or more programming instructions that, when executed, cause the electronic device to receive one or more job parameters associated with the print job comprise one or more programming instructions that, when executed, cause the electronic device to receive one or more of the following:
a characteristic of a media on which the print job is to be processed;
a setting of the print device;
a characteristic of a consumable that is needed to process the print job; or
a characteristic of the print job.
15. The system of claim 13 , wherein the one or more programming instructions that, when executed, cause the electronic device to receive one or more job parameters associated with the print job comprise one or more programming instructions that, when executed, cause the electronic device to receive information pertaining to a profile of a media stack that is to be used to process the print job.
16. The system of claim 15 , wherein the information pertaining to the profile of the media stack is obtained from a scanning device of the print device.
17. The system of claim 16 , wherein the scanning device comprises one or more of the following:
a one-dimensional laser scanner;
a two-dimensional laser scanner;
a three-dimensional laser scanner;
a reflective laser profilometer; or
a photoelectric sensor.
18. The system of claim 13 , wherein the one or more programming instructions that, when executed, cause the electronic device to receive one or more job parameters associated with the print job comprise to one or more programming instructions that, when executed, cause the electronic device to receive one or more of the following:
temperature information obtained by a temperature sensor of the print device; or
humidity information obtained by a humidity sensor of the print device.
19. The system of claim 13 , wherein the computer-readable storage medium further comprises one or more programming instructions that, when executed, cause the electronic device to:
receive, from one or more of the other print devices, one or more second job parameters; and
update the historical print job data store to reflect at least a portion of the second job parameters.
20. The system of claim 13 , wherein the one or more programming instructions that, when executed, cause the electronic device to determine an updated decurler transfer function based on the recommended job parameters comprise one or more programming instructions that, when executed, cause the electronic device to apply one or more machine learning methods to at least a portion of the one or more historical job parameters.
21. The system of claim 13 , wherein:
the updated decurler transfer function comprises one or more polynomial expressions and one or more coefficients,
each polynomial expression corresponds to a decurler input variable,
each coefficient corresponds to one of the polynomial expressions,
the one or more programming instructions that, when executed, cause the electronic device to determine an updated decurler transfer function based on the recommended job parameters comprise one or more programming instructions that, when executed, cause the electronic device to apply one or more machine learning methods to at least a portion of the one or more historical job parameters to determine an updated value of one or more of the coefficients.