Enhancement of Power Equipment Management Using Knowledge Graph.pdf

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文件名称：Enhancement of Power Equipment Management Using Knowledge Graph.pdf
文件大小：2.11MB
文件格式：PDF
更新时间：2022-08-29 08:52:59
KG Abstract—Accurate retrieval of the power equipment information plays an important role in guiding the full-lifecycle management of power system assets. Because of data duplication, database decentralization, weak data relations, and sluggish data updates, the power asset management system eager to adopt a new strategy to avoid the information losses, bias, and improve the data storage efficiency and extraction process. Knowledge graph has been widely developed in large part owing to its schema-less nature. It enables the knowledge graph to grow seamlesslyandallowsnewrelationsadditionandentitiesinsertion when needed. This study proposes an approach for constructing power equipment knowledge graph by merging existing multisource heterogeneous power equipment related data. A graphsearch method to illustrate exhaustive results to the desired information based on the constructed knowledge graph is proposed. A case of a 500 kV station example is then demonstrated to show relevant search results and to explain that the knowledge graph can improve the efficiency of power equipment management