场站飞行保障数据可视化平台设计与应用  

Design and Application of Visual Data Platform for Station Flight Support

作　　者：刘君阳 朱世松[2] LIU Jun-Yang;ZHU Shi-Song(Postgraduate Brigade,Air Force Logistics Academy,Xuzhou 221000,China;Flight Support and Command Department,Air Force Logistics Academy,Xuzhou 221000,China)

机构地区：[1]空军勤务学院研究生大队,徐州221000 [2]空军勤务学院飞行保障指挥系,徐州221000

出　　处：《计算机系统应用》2023年第5期67-76,共10页Computer Systems & Applications

基　　金：军内科研重点项目(BKJ19C025)。

摘　　要：为提升航空兵场站信息化建设过程中的数据应用与管理能力,提出了一种基于Spark的场站飞行保障大数据可视化平台.以场站信息化系统和物联网络数据采集数据为基础,利用Spark计算引擎集成Kafka消息队列,使用Hive完成数据列表库的建立和存储,基于Spark RDD和Spark SQL完成数据预处理与交互,并选择Vue框架嵌入ECharts组件完成前端数据可视化呈现,并最终对设计方案进行了实现与应用.相较于当前业务隔离的信息系统建设模式,平台具备更高的数据融合与处理分析能力,能够更好地实现场站飞行保障数据价值.For better data application and management capability of air-force stations in information construction,this study proposes a Spark-based visualization platform for flight security big data at the stations.On the basis of the data collected with the station informatization system and Internet of Things(IoT)data,a Spark computing engine is used to integrate Kafka message queues,and Hive is used for the establishment and storage of a data list library.Data preprocessing and interaction are completed on the basis of Spark RDD and Spark SQL,and the Vue framework is selected to embed ECharts components to visualize front-end data display.Finally,the design solution is implemented and applied.Compared with the current business-isolated information-system construction mode,the platform has higher abilities for data fusion and processing analysis and can better realize the value of flight security data at the stations.

关 键 词：飞行保障 大数据 大数据处理平台 数据可视化 SPARK 态势感知 数据分析 

分 类 号：TP311.13[自动化与计算机技术—计算机软件与理论] E91[自动化与计算机技术—计算机科学与技术] E954[军事]