吉林大学学报(信息科学版) ›› 2023, Vol. 41 ›› Issue (3): 474-483.

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基于知识图谱技术的配电站房智能运检

曹 捷1, 阙小生1, 李慎兴1, 范永学2, 李 兴2, 宋文志2   

  1. 1. 国网福建省电力有限公司 建设分公司, 福州 350013;2. 北京国电通网络技术有限公司 建设及安监业务事业部, 北京 100102
  • 收稿日期:2022-06-27 出版日期:2023-06-08 发布日期:2023-06-14
  • 通讯作者: 李兴(1977— ), 男, 贵州遵义人, 北京国电通网络技术有限公司高级工程师, 主要从事人工智能、 大数据、 物联网等电网信息化新技术研究,( Tel)86-18910850738(E-mail)lixing0405@ sina. com
  • 作者简介:曹捷(1969— ), 男, 福州人, 国网福建省电力有限公司高级工程师, 硕士, 主要从事电网建设管理、 电网工程规划与建设研究, (Tel)86-15210833893(E-mail)594122581@ qq. com
  • 基金资助:
    国家电网公司科技基金资助项目(SGITDT00YXJS2101411)

Intelligent Operation Inspection of Distribution Station Building Based on Knowledge Map Technology

CAO Jie1, QUE Xiaosheng1, LI Shenxing1, FANG Yongxue2, LI Xing2, SONG Wenzhi2   

  1. 1. Construction Branch, State Grid Fujian Electric Power Company Limited, Fuzhou 350013, China; 2. Construction and Safety Supervision Business Department, Beijing Guodiantong Network Technology Company Limited, Beijing 100102, China
  • Received:2022-06-27 Online:2023-06-08 Published:2023-06-14

摘要: 针对配电房主要依赖传统的人工巡检方式, 存在巡检成本高、 故障隐患误报漏报率较高等问题, 基于知识图谱和智能认知技术, 提出了配电站房运检业务知识库及高级应用的理论和技术, 深入研究了知识共享管理、 智能搜索和推荐、 数据标签及故障智能推理, 建立了配电站房知识库并在山西电网进行了示范应用。利用研究成果构建了配电站房智能运检业务知识库, 并开展了智慧应用研究, 实现了故障隐患智能分析等知识赋能, 减小了巡检成本, 提高了智能运检能力。

关键词: 知识图谱; , 知识库; , 智能推理; , 智能运检

Abstract: At present, the distribution room mainly relies on the traditional manual inspection method, which has the problems of high inspection cost and high false alarm rate of hidden trouble. Based on the knowledge map and intelligent cognitive technology, the basic theory and key technology of the knowledge base and advanced application of the operation inspection business of the distribution station building are expounded. The knowledge sharing management, knowledge intelligent search, knowledge intelligent recommendation, knowledge data label and fault intelligent reasoning are studied. The distribution station building knowledge base is established and applied in Shanxi power grid. The research results build a knowledge base for intelligent operation and inspection of power distribution station buildings, and carry out intelligent application research, realize knowledge empowerment such as intelligent analysis of fault hidden dangers, reduce the inspection cost, and improve the intelligent operation and inspection capability.

Key words: knowledge graph; , knowledge base; , intelligent reasoning; , intelligent operation inspection

中图分类号: 

  • TP391