IP Library › Granted Patent US 11,954,604
Granted Patent B2
US 11,954,604 · App. 17/053,601 · Granted Apr 9, 2024

Maintenance operation assistance system

Inventor: Toshiaki Kono (Tokyo, JP)
Assignee: Hitachi, Ltd.
G06N5/02G05B23/0283
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 11,954,604
App. No.
17/053,601
Granted
Apr 9, 2024
Kind
B2
Abstract

Provided is a maintenance operation assistance system comprising: a failure knowledge database wherein failure knowledge data is recorded; a failure knowledge coupling unit for reconstructing partial failure knowledge data into failure knowledge data; and an inspection procedure generation unit for presenting an inspection procedure using the reconstructed failure knowledge data. The failure knowledge coupling unit evaluates and adjusts the relatedness of nodes among different instances of partial failure knowledge data, and connects the different instances of partial failure knowledge data. On the basis of the reconstructed failure knowledge data, the inspection procedure generation unit sets priorities for when presenting the inspection procedure, and presents the inspection procedure to a diagnostic interface unit in accordance with the priorities.

Claims (27)

1. A maintenance operation assistance system, comprising:

a failure knowledge database in which failure knowledge data regarding a failure of an asset is recorded;

a failure knowledge coupling unit that reconstructs, as integrated failure knowledge data, a plurality of instances of partial failure knowledge data which is instances of the failure knowledge data created by being partially divided; and

an inspection procedure generation unit that presents an inspection procedure to a maintenance operator by using the integrated failure knowledge data,

wherein the failure knowledge coupling unit evaluates and adjusts a relatedness between description contents of instances of different partial failure knowledge data in nodes among the plurality of instances of partial failure knowledge data, and generates the failure knowledge data after reconstruction by connecting the instances of different partial failure knowledge data, and

the inspection procedure generation unit sets priorities when the inspection procedure is presented to the maintenance operator by the failure knowledge data after reconstruction, and presents the inspection procedure to a diagnostic interface unit based on the priorities.

2. The maintenance operation assistance system according to claim 1 ,

wherein the plurality of instances of partial failure knowledge data include information regarding a target component of the asset, a failure mode, a failure cause causing the failure mode, and a failure effect due to the failure mode.

3. The maintenance operation assistance system according to claim 1 ,

wherein the failure knowledge coupling unit calculates a score indicating the relatedness in consideration of a textual similarity between the description contents in the nodes, a coincidence between types of the nodes, and a distance on a structural development.

4. The maintenance operation assistance system according to claim 3 ,

wherein, when the score is less than a predetermined threshold value, since there is no relatedness between the instances of different partial failure knowledge data in the nodes, the failure knowledge coupling unit deletes the score.

5. The maintenance operation assistance system according to claim 4 ,

wherein the failure knowledge coupling unit deletes a connection relation from a higher component to a lower component that is a part of the higher component, or a connection relation from a function of the higher component to a function of the lower component.

6. The maintenance operation assistance system according to claim 1 ,

wherein, when a relatedness between the nodes is evaluated, the inspection procedure generation unit changes the priorities based on relatedness between the plurality of instances of partial failure knowledge data to which the nodes belong.

7. The maintenance operation assistance system according to claim 1 ,

wherein the inspection procedure generation unit changes the priorities based on degrees of enrichment of the plurality of instances of partial failure knowledge data.

8. The maintenance operation assistance system according to claim 1 ,

wherein the inspection procedure generation unit preferentially presents a node belonging to a same partial failure knowledge data of the node as an inspection target, and presents the node commonly belonging to the instances of different partial failure knowledge data.

9. The maintenance operation assistance system according to claim 1 , further comprising:

a failure knowledge creation unit that creates the plurality of instances of partial failure knowledge data,

wherein the plurality of instances of partial failure knowledge data is created by adding or deleting a node or a connection between the nodes in a creation interface unit.

10. The maintenance operation assistance system according to claim 1 , further comprising:

a diagnostic unit that executes measurement of the asset by using a sensor provided at the asset; and

an inspection procedure database in which inspection procedure data indicating a procedure for determining whether or not a specific phenomenon occurs is recorded,

wherein the inspection procedure generation unit presents the procedure to the diagnostic unit.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 18, 2020
From: KONO, TOSHIAKI
To: HITACHI, LTD.
Reel/Frame 054408/0229 →
Priority Claims (1)
JP 2018-099289 · May 24, 2018 · national
Continuity (1)
Related Publication 20210080942A1 · Mar 18, 2021