Knowledge graph construction method and system for oil and gas pipeline defect repair

A defect repair and knowledge map technology, applied in the field of oil and gas pipeline repair, can solve the problem of lack of objective and comprehensive guidance methods in the repair of oil and gas pipeline defects, and achieve the effect of expanding the ways for users to improve their skills

Pending Publication Date: 2021-02-19
成都航天科工大数据研究院有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a knowledge graph construction method and system for oil and gas pipeline defect repair to s

Method used

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  • Knowledge graph construction method and system for oil and gas pipeline defect repair
  • Knowledge graph construction method and system for oil and gas pipeline defect repair
  • Knowledge graph construction method and system for oil and gas pipeline defect repair

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Experimental program
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Effect test

Embodiment 1

[0072] In order to solve the technical problem of the lack of objective and comprehensive guidance methods for oil and gas pipeline defect repair business in the prior art, the embodiment of this application provides a knowledge map construction method for oil and gas pipeline defect repair. Knowledge explicit, with the help of visualized graph data and knowledge reasoning, and based on semantic search and semantic matching, it provides users with pipeline repair business knowledge references, laying a foundation for the accumulation, transmission and sharing of defect repair knowledge points, and providing a foundation for defect repair business While the users in the activity provide knowledge services, it expands the way for users to improve their skills.

[0073] Please refer to Figure 1-10 , which shows a schematic flowchart and a knowledge map model of a knowledge map construction method for oil and gas pipeline defect repair according to an embodiment of the present in...

Embodiment 2

[0120] see Figure 11 , the embodiment of the present invention also provides a knowledge map construction system for oil and gas pipeline defect repair, the system includes:

[0121] The data collection and sorting unit 1 is used to collect relevant data of pipeline defect repair, organize and classify according to the pipeline defect repair process, and form a preliminary pipeline defect repair data model framework;

[0122] The data domain and triple determination unit 2 is used to analyze and disassemble the pipeline defect repair data model framework, determine the corresponding defect repair business data domain, and determine the triple of pipeline defect repair knowledge according to the defect repair business data domain Group;

[0123] The knowledge map construction unit 3 is used to identify the triplet of the pipeline defect repair knowledge, complete the knowledge extraction of the pipeline defect repair, and import the identified triplet into the graph database ...

Embodiment 3

[0127] An embodiment of the present invention also provides a terminal device, the terminal device includes: a memory, a processor, and a computer program stored in the memory and operable on the processor, and the processor executes the computer program At the same time, a knowledge map construction method for repairing oil and gas pipeline defects as described above is realized.

[0128] It should be understood that in the embodiment of the present application, the processor may be a central processing unit, and the processor may also be other general-purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC ), off-the-shelf programmable gate array (Field-Programmable Gate Array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. Wherein, the general-purpose processor may be a microprocessor or the ...

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Abstract

The invention relates to the technical field of oil and gas pipeline repair, and discloses a knowledge graph construction method and system for oil and gas pipeline defect repair, which comprises thesteps of collecting related data of pipeline defect repair, performing arrangement and classification according to a pipeline defect repair process to form a preliminary pipeline defect repair data model framework, analyzing and disassembling the pipeline defect repair data model framework, determining a corresponding defect repair business data domain, determining a triple of pipeline defect repair knowledge, identifying the triad, completing knowledge extraction of pipeline defect repair, and importing the identified triad into a graph database to construct a knowledge graph. According to the method, existing pipeline repair implicit knowledge is explicit, pipeline repair business knowledge reference is provided for a user based on semantic search and semantic matching by means of visualgraph data and knowledge reasoning, a foundation is laid for accumulation, transmission and sharing of defect repair knowledge points, and the knowledge service is provided for the user in the defectrepair business activity, and meanwhile, the way of improving the user skills is expanded.

Description

technical field [0001] The invention belongs to the technical field of oil and gas pipeline repair, and in particular relates to a method and system for constructing a knowledge map for oil and gas pipeline defect repair. Background technique [0002] After many years of operation of oil and gas pipelines, due to corrosion, poor operation management and other reasons, various damages and leakages will inevitably occur, which will bring serious economic losses. long. The issue of how to restore the safe operation of pipelines cost-effectively and quickly has received great attention in the industry. After a safety accident occurs in oil and gas storage and transportation due to pipeline corrosion or other reasons, the repair of the accident is a passive response, while the repair of pipeline defects is to change from passive to active. Restoration maintenance plan, carry out planned repair, and this process is continuously improved periodically, so as to ensure that the pip...

Claims

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Application Information

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IPC IPC(8): G06F16/28G06Q10/00
CPCG06Q10/20G06F16/288
Inventor 范波方能炜谭启涛朱芝孺黄锐谭董王开业
Owner 成都航天科工大数据研究院有限公司
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