刘丽, 闫晓梅, 李刚. 配电网故障处置中的知识图谱:进展、挑战与展望[J]. 电力信息与通信技术, 2023, 21(7): 19-26. DOI: 10.16543/j.2095-641x.electric.power.ict.2023.07.03
引用本文: 刘丽, 闫晓梅, 李刚. 配电网故障处置中的知识图谱:进展、挑战与展望[J]. 电力信息与通信技术, 2023, 21(7): 19-26. DOI: 10.16543/j.2095-641x.electric.power.ict.2023.07.03
LIU Li, YAN Xiaomei, LI Gang. Knowledge Graph in Distribution Network Fault Handing: Advances, Challenges and Prospects[J]. Electric Power Information and Communication Technology, 2023, 21(7): 19-26. DOI: 10.16543/j.2095-641x.electric.power.ict.2023.07.03
Citation: LIU Li, YAN Xiaomei, LI Gang. Knowledge Graph in Distribution Network Fault Handing: Advances, Challenges and Prospects[J]. Electric Power Information and Communication Technology, 2023, 21(7): 19-26. DOI: 10.16543/j.2095-641x.electric.power.ict.2023.07.03

配电网故障处置中的知识图谱:进展、挑战与展望

Knowledge Graph in Distribution Network Fault Handing: Advances, Challenges and Prospects

  • 摘要: 通过知识图谱构建电网故障处置模型,将庞大而分散的终端设备数据信息和故障案例数据转化为专业的领域知识图谱,可以有效降低故障处置压力,辅助相关人员进行故障处置决策,提高处置效率和智能化水平。针对知识图谱在配电网故障处置过程中的重要推动作用,文章对知识图谱构建方法及关键技术,如知识抽取、知识融合、知识加工、知识更新等进行了阐述,尤其根据配电网故障处置数据的特点,分析对比构建配电网领域知识图谱过程中各阶段的技术,最后结合知识图谱的发展趋势,提出了配电网故障处置知识图谱面临的挑战和机遇。

     

    Abstract: Building a power grid fault disposal model through the knowledge graph and transforming the huge and scattered terminal equipment information and fault case data into a professional domain knowledge graph can effectively reduce the pressure of fault disposal, assist relevant personnel in making fault disposal decisions, and improve the efficiency of disposal and the level of intelligence. In view of the important role of knowledge graph in the process of distribution network fault disposal, this paper describes the construction methods and key technologies of knowledge graph, such as knowledge extraction, knowledge fusion, knowledge processing, knowledge updating, etc. Especially according to the characteristics of distribution network fault disposal data, this paper analyzes and compares the technologies at various stages in the process of building the distribution network domain knowledge graph. Finally, combines the development trend of the knowledge graph, the challenges and opportunities faced by the knowledge graph of distribution network fault handling are presented.

     

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