一种基于知识图谱的飞行器试验训练数据关联整合方法  

An Association and Integration Method of Aircraft Testing and Training Data Based on Knowledge Graph

作　　者：栾瑞鹏 LUAN Ruipeng(No.91550 Troops of PLA,Dalian 116023)

机构地区：[1]91550部队,大连116023

出　　处：《舰船电子工程》2021年第12期40-44,共5页Ship Electronic Engineering

基　　金：国家自然科学基金项目(编号:6170021755)资助。

摘　　要：针对飞行器试验数据、训练数据关联整合问题,分析了问题成因与技术难点,探讨了知识图谱在解决该问题方面的适用性,提出了一种基于知识图谱的关联整合方法,给出了方法过程描述,以及部分实体、关系与属性描述,结合示例说明了该方法在试训数据关联整合方面的功能实现,验证了方法构建的知识谱图,具有显著优于关系数据模型的关联计算效率,为进一步的型号装备试训数据整合提供了一条便捷有效的技术路径。Aiming at the problem of correlation and integration of aircraft testing data and training data,the causes and techni⁃cal difficulties of the problem are analyzed,the applicability of knowledge graph in solving this problem is discussed,a correlation and integration method of aircraft testing and training data based on knowledge graph is proposed,the method process description is given,an example is given to illustrate the function implementation of this method,the knowledge graph constructed by the method has significantly better correlation calculation efficiency than the relational data model.

关 键 词：飞行器试验训练数据 关联整合 知识图谱 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程] TP311[自动化与计算机技术—控制科学与工程]