| 引用本文: | 余建明,王小海,张越,等.面向智能调控领域的知识图谱构建与应用[J].电力系统保护与控制,2020,48(3):29-35.[点击复制] |
| YU Jianming,WANG Xiaohai,ZHANG Yue,et al.Construction and application of knowledge graph for intelligent dispatching and control[J].Power System Protection and Control,2020,48(3):29-35[点击复制] |
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| 摘要: |
| 知识图谱技术作为一种能够描述客观世界中概念、实体间复杂关系的新方法，以强大的知识推理能力被广泛关注。调度控制中心是电网运行控制的中心枢纽，为了推动智能调控建设，结合知识图谱技术以及调控领域的具体情况，提出了面向智能调控领域的知识图谱构建方法。进而针对实际调度的需求，提出了用于支撑运行规则电子化、故障处置、倒闸操作、对话问答等应用场景的知识图谱应用方案。最后，构建了线路故障处置知识图谱，通过应用表明，所建立的知识图谱能够自动驱动线路故障处置流程，流程判定识别准确率较高，有效地降低了人工处置风险。 |
| 关键词: 智能调控 知识图谱 知识推理 线路故障处置 |
| DOI：10.19783/j.cnki.pspc.191200 |
| 投稿时间：2019-08-23修订日期：2019-12-04 |
| 基金项目:国家重点研发计划项目资助(2018YFB0904501) |
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| Construction and application of knowledge graph for intelligent dispatching and control |
| YU Jianming,WANG Xiaohai,ZHANG Yue,LIU Yan,ZHAO Sheng’ao,SHAN Lianfei |
| (NARI Group Corporation Co., Ltd., State Grid Electric Power Research Institute Co., Ltd.,, Nanjing 211106, China;Beijing Kedong Electric Power Control System Co., Ltd., Beijing 100192, China;Inner Mongolia Power Group Co., Ltd., Hohhot 010024, China) |
| Abstract: |
| Knowledge graph technology is a new method describing the complex relationship between concepts and entities in the objective world, which has been widely concerned because of its strong knowledge inference ability. Dispatching and control center is the central hub of power grid operation control. In order to promote the construction of intelligent dispatching and control, combined with the technology of knowledge graph and the specific situation in the field of dispatching and control, this paper proposes the construction method of knowledge graph oriented to the field of intelligent dispatching and control. Furthermore, the application solutions of knowledge graph for supporting the scenario of fault handling, operational rule electronization, breaker operation and dialogue question and answer are put forward. Finally, the knowledge graph of line fault handling is constructed, showing that the established knowledge graph can drive the process of line fault handling automatically, and the accuracy of judgment and identification process is higher, which effectively reduces the risk of manual handling. This work is supported by National Key Research and Development Program of China (No. 2018YFB0904501). |
| Key words: intelligent dispatching and control knowledge graph knowledge inference line fault handling |
