Inference apparatus, inference system, and trained model generation apparatus
AssigneeEtria Co., Ltd.
InventorsRyoma TADA, Yuta HAYASHI
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Abstract
An inference apparatus includes a sheet jam detector to detect occurrence of a jam of a sheet on a conveyance path in a case that the sheet is conveyed along the conveyance path by an operation of a sheet conveyor and circuitry to acquire information indicating a state of the sheet conveyor and a state of the sheet on the conveyance path in a case that the occurrence of the jam is detected, input information indicating at least one of the state of the sheet conveyor or the state of the sheet on the conveyance path to a learning model, the learning model being generated by performing machine learning to infer a cause of the jam of the sheet, and receive an inference result of the cause of the jam from the learning model.
Claims7
An inference apparatus comprising:
- a sheet jam detector to detect occurrence of a jam of a sheet on a conveyance path in a case that the sheet is conveyed along the conveyance path by an operation of a sheet conveyor;
- and
- circuitry configured to:
- acquire information indicating a state of the sheet conveyor and a state of the sheet on the conveyance path in a case that the occurrence of the jam is detected;
- input information indicating at least one of the state of the sheet conveyor or the state of the sheet on the conveyance path to a learning model, the learning model being generated by performing machine learning to infer a cause of the jam of the sheet;
- and
- receive an inference result of the cause of the jam from the learning model.
An inference system comprising:
- an apparatus including:
- a sheet conveyor to convey a sheet along a conveyance path;
- apparatus circuitry;
- and
- a sheet jam detector to detect occurrence of a jam of the sheet on the conveyance path;
- and
- a server including system circuitry,
- wherein the apparatus circuitry and the system circuitry operate in cooperation to:
- acquire information indicating a state of the sheet conveyor and a state of the sheet on the conveyance path in a case that the occurrence of the jam is detected;
- input information indicating at least one of the state of the sheet conveyor or the state of the sheet on the conveyance path to a learning model, the learning model being generated by performing machine learning to infer a cause of the jam of the sheet;
- receive an inference result of the cause of the jam from the learning model;
- store, in a memory, a table associating the cause of the jam with a resolution method for resolving the cause;
- and
- display, on a display, information indicating the cause of the jam received as the inference result and the resolution method associated with the cause of the jam in the table.
A trained model generation apparatus comprising circuitry configured to perform machine learning using, as training data, data associating information indicating a state of a sheet conveyor and a state of a sheet on a conveyance path in a case that a jam of the sheet occurs on the conveyance path along which the sheet is conveyed by an operation of the sheet conveyor with a cause of the jam, to generate a learning model.
Dependencies are inferred from the claim text.