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Fault diagnosis method and device based on knowledge graph, equipment and medium

A knowledge graph and fault diagnosis technology, applied in the field of fault diagnosis based on knowledge graph, can solve the problems of poor diagnostic accuracy and poor equipment fault diagnosis effect, and achieve the effect of improving accuracy and effect.

Pending Publication Date: 2022-05-13
NEUSOFT CORP
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Problems solved by technology

However, the diagnostic accuracy of the above-mentioned fault diagnosis methods is poor, resulting in poor diagnostic effect of equipment faults

Method used

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  • Fault diagnosis method and device based on knowledge graph, equipment and medium
  • Fault diagnosis method and device based on knowledge graph, equipment and medium
  • Fault diagnosis method and device based on knowledge graph, equipment and medium

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Embodiment Construction

[0026] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in the present application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present application.

[0027] It should be noted that the terms "first" and "second" in the specification and claims of the present application and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific order or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the application described herein can be practiced in sequences other than those illustrated or desc...

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Abstract

The invention provides a fault diagnosis method and device based on a knowledge graph, equipment and a medium. The method comprises the steps that when a device breaks down, the feature vector of a current fault device is determined based on a device fault knowledge graph, and the device fault knowledge graph is constructed based on fault diagnosis data of historical fault devices; determining the similarity between the feature vector of the current fault device and the feature vector of each historical fault device in the device fault knowledge graph; and determining the diagnosis result of the historical fault equipment corresponding to the highest similarity as the diagnosis result of the current fault equipment, and pushing a solution corresponding to the diagnosis result to the current fault equipment. The accuracy of equipment fault diagnosis can be improved, and the equipment fault diagnosis effect is improved.

Description

technical field [0001] The embodiments of the present application relate to fault diagnosis technology, and in particular to a knowledge map-based fault diagnosis method, device, equipment, and medium. Background technique [0002] Equipment fault diagnosis is to diagnose the operating status and abnormal conditions of the equipment, and provide a basis for equipment fault recovery based on the diagnosis results. [0003] At present, when performing fault diagnosis on equipment, the operation data during the operation of the equipment is often obtained, and the operation data is matched with the artificially formulated fault rules to determine the real cause of the equipment failure; or based on the operation data during the operation of the equipment Calculate key indicators and determine the real cause of equipment failure based on key indicators. However, the diagnostic accuracy of the above-mentioned fault diagnosis methods is poor, resulting in poor diagnostic effect o...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/35G06F16/36G06F40/295G06K9/62
CPCG06F16/367G06F16/35G06F40/295G06F18/24
Inventor 谢新强黄治纲吕袭蒙
Owner NEUSOFT CORP
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