Systems and methods for printer maintenance operations
First Claim
1. A method comprising:
- deriving a first behavioral model based on an operating environment of a first set of printers;
deriving a second behavioral model based on an operating environment of a second set of printers;
determining at least one of a current physical condition or a current operating environment of a printer;
associating the printer with one of the first behavioral model or the second behavioral model based on the at least one of a current physical condition or a current operating environment of the printer;
determining from the associated one of the first behavioral model or the second behavioral model, a failure statistic comprising an expected-time-to-failure of a first component of the printer; and
scheduling a replacement of the first component of the printer based on the expected-time-to-failure of the first component.
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Accused Products
Abstract
The present disclosure is generally directed to systems and methods for executing various types of maintenance operations upon various types of printers. The maintenance operations can include preemptive actions that are taken upon a printer that is being operated in a certain environment, the preemptive actions based on evaluating operational statistics associated with a set of similar printers operated in a similar environment. The operational statistics, which are automatically accumulated over a period of time for various printers under various operating conditions, can be implemented in various ways, such as in the form of behavioral models and/or predictive models. In some embodiments, the behavioral models and/or predictive models indicate an expected-time-to-failure of a component when a printer is operated in a certain environment. The expected-time-to-failure information can be utilized to execute preemptive printer maintenance operations such as scheduling a replacement of the component ahead of the expected-time-to-failure.
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Citations
20 Claims
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1. A method comprising:
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deriving a first behavioral model based on an operating environment of a first set of printers; deriving a second behavioral model based on an operating environment of a second set of printers; determining at least one of a current physical condition or a current operating environment of a printer; associating the printer with one of the first behavioral model or the second behavioral model based on the at least one of a current physical condition or a current operating environment of the printer; determining from the associated one of the first behavioral model or the second behavioral model, a failure statistic comprising an expected-time-to-failure of a first component of the printer; and scheduling a replacement of the first component of the printer based on the expected-time-to-failure of the first component. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A method comprising:
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deriving a first behavioral model based on an operating environment of a first set of printers; deriving a second behavioral model based on an operating environment of a second set of printers; determining at least one of a current physical condition or a current operating environment of a printer; associating the printer with one of the first behavioral model or the second behavioral model based on the at least one of a current physical condition or a current operating environment of the printer; determining from the associated one of the first behavioral model or the second behavioral model, a failure statistic comprising an expected-time-to-failure of a printhead of the printer; and scheduling a replacement of the printhead of the printer based on the expected-time-to-failure of the first component. - View Dependent Claims (9, 10, 11, 12, 13)
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14. A non-transitory computer-readable storage medium containing instructions executable by a processor for performing operations comprising:
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deriving a first behavioral model based on an operating environment of a first set of printers; deriving a second behavioral model based on an operating environment of a second set of printers; determining at least one of a current physical condition or a current operating environment of a printer; associating the printer with one of the first behavioral model or the second behavioral model based on the at least one of a current physical condition or a current operating environment of the printer; determining from the associated one of the first behavioral model or the second behavioral model, a failure statistic comprising an expected-time-to-failure of a first component of the printer; and scheduling a replacement of the first component of the printer based on the expected-time-to-failure of the first component. - View Dependent Claims (15, 16, 17, 18, 19, 20)
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Specification