Research on Modeling of Power Grid Information System Based on Knowledge Graph

Jiangyi Hu, Shengchuan Zhao, Qing Nie
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引用次数: 2

Abstract

The knowledge graph is a relatively general formal representation framework for semantic knowledge, with rich semantic expression and open interconnection capabilities. Aiming at the data model in the power grid field, the paper proposes a model diagnosis method based on the knowledge graph by treating the data model as an entity in the knowledge graph, combining semantic analysis technology and entity similarity calculation technology, the compliance of the data model and consistency for diagnosis. Research shows that this method can make fuller use of the data model’s relevant information and expand the thinking for traditional diagnosis methods.
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基于知识图的电网信息系统建模研究
知识图谱是语义知识较为通用的形式化表示框架,具有丰富的语义表达和开放的互联能力。针对电网领域的数据模型,提出了一种基于知识图的模型诊断方法,将数据模型视为知识图中的实体,结合语义分析技术和实体相似度计算技术,将数据模型的符合性和一致性进行诊断。研究表明,该方法可以更充分地利用数据模型的相关信息,拓展了传统诊断方法的思路。
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