电力二次设备全生命周期知识图谱构建方法研究

杜倩

doi:10.13882/j.cnki.ncdqh.2503A066

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电力二次设备全生命周期知识图谱构建方法研究

北京专题 | 更新时间：2025-11-14

- 电力二次设备全生命周期知识图谱构建方法研究
- Research On the Construction Method of Knowledge Graph for the Whole Life Cycle of Power Secondary Equipment
- 农村电气化 2025年第5期页码：8-13
- 作者机构：
  
  1.国网北京市电力公司检修分公司，北京西城 100031
  2.清华大学软件学院，北京海淀 100084
- 作者简介：
  
  [ "杜倩（1992—），女，硕士，工程师，研究方向为电网工程项目管理、物资管理，E-mail：duqian1220@163.com" ]
- 基金信息：
- DOI：10.13882/j.cnki.ncdqh.2503A066
  中图分类号： TP319;32400.14.ncdqh.2503A066
- 收稿：2025-03-27，
  
  纸质出版：2025-05-10
- 稿件说明：
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杜倩. 电力二次设备全生命周期知识图谱构建方法研究[J]. 农村电气化, 2025,(5):8-13.

Qian DU. Research On the Construction Method of Knowledge Graph for the Whole Life Cycle of Power Secondary Equipment[J]. Rural Electrification, 2025, (5): 8-13.
杜倩. 电力二次设备全生命周期知识图谱构建方法研究[J]. 农村电气化, 2025,(5):8-13. DOI： 10.13882/j.cnki.ncdqh.2503A066.

Qian DU. Research On the Construction Method of Knowledge Graph for the Whole Life Cycle of Power Secondary Equipment[J]. Rural Electrification, 2025, (5): 8-13. DOI： 10.13882/j.cnki.ncdqh.2503A066.

摘要

电力二次设备是保证电力系统安全和稳定性的屏障，提高其生命周期各阶段的信息利用率，能更加全面地评价设备质量。文章将二次设备全生命周期中各类数据进行预处理，通过领域术语特性分析，制定标注规范及规则，建立领域专业语料库，构建电力二次设备全生命周期领域本体。利用图数据库实现领域知识图谱存储，完成领域知识图谱构建，实现节点及关系的知识查询，整合了电力二次设备全生命周期的碎片化信息，打破各阶段的信息孤岛。

Abstract

Power secondary equipment is a barrier to ensure the safety and stability of power system. It can improve the information utilization rate of each stage of its life cycle and evaluate the quality of equipment more comprehensively. In this paper

all kinds of data in the whole life cycle of secondary equipment are preprocessed. Through the analysis of the characteristics of domain terms

the labeling specifications and rules are formulated

the domain professional corpus is established

and the domain ontology of the whole life cycle of power secondary equipment is constructed. Using the graph database to realize the storage of domain knowledge graph

complete the construction of domain knowledge graph

realize the knowledge query of nodes and relationships

integrate the fragmented information of the whole life cycle of power secondary equipment

and break the information island of each stage.

关键词

Keywords

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