| 知识图谱在电力领域的应用与研究 |
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| 引用本文： | 刘津,杜宁,徐菁,刘雪莹,宋钰龙,邱丽萍,赵杨奥,孙梦园. 知识图谱在电力领域的应用与研究[J]. 电力信息与通信技术, 2020, 0(1): 60-66 |
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| 作者姓名： | 刘津 杜宁 徐菁 刘雪莹 宋钰龙 邱丽萍 赵杨奥 孙梦园 |
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| 作者单位： | 中国电力科学研究院有限公司;清华大学计算机科学与技术系 |
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| 摘 要： | 为了实现电力领域的技术创新,文章利用人工智能、大数据分析和挖掘、知识图谱、自然语言处理等技术,并结合领域专家的意见,构建电力领域的中文专业词典和知识图谱,并通过对电力领域与人工智能领域进行交叉分析,预测电力领域未来的研究热点。结果表明:知识图谱技术适用于电力领域,能够实现电力系统各个环节移动互联、人机交互的发展目标,扩大智能电网应用,推动能源生态建设。
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| 关 键 词： | 知识图谱 电力领域 智能化 数字化 信息处理 |
Application and Research of Knowledge Graph in Electric Power Field |
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| LIU Jin,DU Ning,XU Jing,LIU Xueying,SONG Yulong,QIU Liping,ZHAO Yang'ao,SUN Mengyuan. Application and Research of Knowledge Graph in Electric Power Field[J]. Electric Power Information and Communication Technology, 2020, 0(1): 60-66 |
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| Authors: | LIU Jin DU Ning XU Jing LIU Xueying SONG Yulong QIU Liping ZHAO Yang'ao SUN Mengyuan |
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| Affiliation: | (China Electric Power Research Institute Co.,Ltd.,Beijing 100192,China;Department of Computer Science&Technology,Tsinghua University,Beijing 100084,China) |
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| Abstract: | In order to realize the technology innovation in the electricity power field, this paper takes advantage of artificial intelligence, big data analysis and mining, knowledge graph, nature language process and other technology, then combining with the advice from field experts to build the professional Chinese dictionary and knowledge graph of the electricity power field. Based on the analysis of the interdisciplinary field of electricity power and artificial intelligence, the future research hotspot in the electricity power field is predicted. The result shows that the knowledge graph is suitable for the electricity power field and could achieve the development goals of mobile interconnection and humanmachine interaction in all parts of the power system, expanding the application of smart grids and promoting the construction of energy ecology. |
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| Keywords: | knowledge graph electric power field intellectualization digitization information processing |
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