Invention Grant
- Patent Title: System and method for performing fault diagnosis on a device
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Application No.: US16460495Application Date: 2019-07-02
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Publication No.: US10768868B2Publication Date: 2020-09-08
- Inventor: Shunsuke Ota
- Applicant: CANON KABUSHIKI KAISHA
- Applicant Address: JP Tokyo
- Assignee: Canon Kabushiki Kaisha
- Current Assignee: Canon Kabushiki Kaisha
- Current Assignee Address: JP Tokyo
- Agency: Canon U.S.A., Inc. I.P. Division
- Priority: com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@6ae73e7f
- Main IPC: G06F3/12
- IPC: G06F3/12 ; H04L12/24 ; G06F11/07 ; G06N20/00

Abstract:
In connection with an error event detected in an image forming apparatus, a fault diagnosis service server diagnoses the error event and obtains a diagnosis result for handling to be performed on the error event detected in the image forming apparatus. In a case where the diagnosis result indicates a plurality of candidates for handling to be performed on the error event, the fault diagnosis service server compares the plurality of candidates for handling to a result estimated by a diagnosis model with respect to the error event. In a case where the plurality of candidates for handling is different from the result estimated by the diagnosis model, the fault diagnosis service obtains partial operation information from a history of the image forming apparatus and executes machine relearning based on the obtained partial operation information with respect to a layer in a latter stage of a plurality of layers included in the diagnosis model, each layer performing a different estimation.
Public/Granted literature
- US20200012457A1 SYSTEM AND METHOD Public/Granted day:2020-01-09
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