Image forming apparatus, image forming system, abnormality detection method, and non-transitory recording medium
AssigneeEtria Co., Ltd.
InventorShuichi HONDA
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Abstract
An image forming apparatus includes a photoconductor, a charger to charge a surface of the photoconductor, a current detector to detect a charging current that flows when the photoconductor is charged, and circuitry. The circuitry outputs a determination result of a condition of the photoconductor obtained using a machine learning model having learned a relationship between the charging current and the condition of the photoconductor.
Claims12
An image forming apparatus comprising:
- a photoconductor;
- a charger to charge a surface of the photoconductor;
- a current detector to detect a charging current that flows when the photoconductor is charged;
- and
- circuitry configured to output a determination result of a condition of the photoconductor obtained using a machine learning model, the machine learning model having learned a relationship between the charging current and the condition of the photoconductor.
An abnormality detection method comprising:
- detecting a charging current that flows when a photoconductor is charged;
- and
- determining a condition of the photoconductor using a machine learning model having learned a relationship between the charging current and the condition of the photoconductor.
A non-transitory recording medium storing a plurality of program codes which, when executed by one or more processors, causes the one or more processors to perform a method, the method comprising:
- detecting a charging current that flows when a photoconductor is charged;
- and
- determining a condition of the photoconductor using a machine learning model having learned a relationship between the charging current and the condition of the photoconductor.
Dependencies are inferred from the claim text.