数据知识混合驱动的装备保障智能网构建方法  

Construction Method of Equipment Support Intelligent Network Driven by Data and Knowledge

作　　者：刘宸宁 孔鑫 马之馨 陈思源 张驰 Liu Chenning;Kong Xin;Ma Zhixin;Chen Siyuan;Zhang Chi(China Academy of Launch Vehicle Technology,Beijing 100076,China)

机构地区：[1]中国运载火箭技术研究院,北京100076

出　　处：《兵工自动化》2024年第7期16-22,共7页Ordnance Industry Automation

基　　金：国家自然科学基金项目(U2341213,52205546)。

摘　　要：针对装备作战应用与保障智能化发展需求,提出一种装备保障智能网构建方法。结合装备数据特点,建立装备数据体系模型,给出基于数据标签属性与知识本体要素映射关系的保障知识构建与推理方法,完成基于数据和知识混合驱动的装备保障智能网构建;以车辆装备保障智能网构建为例,给出构建过程实例分析。结果表明:该方法能够为实现智能化、精准化装备保障,提升装备实战化能力提供重要支撑。According to the requirements of equipment combat application and intelligent support development,a construction method of intelligent network for equipment support is proposed.According to the characteristics of equipment data,the equipment data system model is established,and the support knowledge construction and reasoning method based on the mapping relationship between data tag attributes and knowledge ontology elements is given,and the equipment support intelligent network construction based on data and knowledge hybrid drive is completed.Taking the vehicle equipment support intelligent network construction as an example,the construction process is analyzed.The results show that this method can provide important support for the realization of intelligent and precise equipment support and the improvement of actual combat capability of equipment.

关 键 词：装备保障智能网 数据体系 数据驱动 知识驱动 本体 知识构建 

分 类 号：TJ760.7[兵器科学与技术—武器系统与运用工程] TP391[自动化与计算机技术—计算机应用技术]