基于故障手册的某型装备故障知识图谱构建研究

Research on Construction of Fault Knowledge Graph for a Certain Type of Equipment Based on Fault Manual

摘要: 知识图谱技术是人工智能发展的重要基石，在各领域发展及应用中取得了显著成果。而将知识图谱技术引入到军事装备维修保障领域的研究及应用尚处于起步阶段，相关方面的研究少，成果落地应用缺乏。针对这一现状，文中以某型装备故障手册知识为数据来源，在充分进行故障手册知识分析的基础上，按照本体构建、知识抽取、数据存储与可视化的图谱构建基本流程，进行了基于故障手册的某型装备故障知识图谱构建研究，实现了领域知识图谱的构建，并就装备故障知识图谱的应用场景进行了研究分析，对知识图谱技术在军事装备领域的研究和应用具有一定的参考意义。

Abstract: Knowledge graph technology is an important cornerstone of the development of artificial intelligence, and has achieved remarkable results in the development and application of various fields. However, the research and application of introducing knowledge graph technology into the field of military equipment maintenance support are still in their infancy, with few relevant studies and a lack of practical application of achievements. In response to this situation, this paper takes the fault manual knowledge of a certain type of equipment as the data source. On the basis of fully analyzing the fault manual knowledge, it conducts research on the construction of the fault knowledge graph for the equipment in accordance with the basic process of knowledge graph construction: ontology construction, knowledge extraction, data storage and visualization. The construction of the domain knowledge graph is realized, and the application scenarios of the equipment fault knowledge graph are studied and analyzed. This research has certain reference significance for the research and application of knowledge graph technology in the military equipment field.