摘要
通过介绍飞机飞参系统、飞参数据、大数据的基本概念,指出以飞参数据为基础开展数据挖掘和数据深化应用具备可行性。在当前国内外飞参数据融合集成和应用的技术现状基础上,总结当前飞参数据在解码分析、飞行品质监控、数据服务等领域的应用现状。结合大数据技术阐述飞参数据在清洗、集成和存储等各环节的技术途径,详细描述飞参数据在飞参判读、发动机综合监控和飞行训练评估等方面的应用,给出多机数据联合判读和对抗训练评估上的技术方案,探讨飞参数据应用的未来发展趋势。
By introducing the basic concepts of aircraft flight parameter system,flight data and big data,this paper points out that it is feasible to carry out data mining and data deepening application based on flight data.Based on the current technical status of fusion integration and application of flight data at home and abroad,the current application status of flight data in decoding analysis,flying qualities monitoring,data service and other field is summarized.Combined with big data technology,this paper expounds the technical approaches of fight data in cleaning,governance and storage,and describes in detail the application of flight data in aircraft flight parameter integrated monitoring,multi-aircraft playback and evaluation,provide technical solutions for joint interpretation of multi machine data and evaluation of adversarial training,discusses the future development trend of flight data application.
作者
吴迪
王勇
李昂
王明星
Wu Di;Wang Yong;Li Ang;Wang Mingxing(Shenyang Aircraft Design and Research Institute,Aviation Industry Corporation of China,Ltd.,Shenyang 110035,China;Shanxi Qianshan Avionics Co.,Ltd.,Xi′an 710065,China)
出处
《网络安全与数据治理》
2023年第S02期241-245,共5页
CYBER SECURITY AND DATA GOVERNANCE
关键词
飞参数据
大数据
数据融合集成
数据应用
flight data
big data
data fusion integration
data application
作者简介
通信作者:吴迪(1989-),男,硕士研究生,高级工程师,主要研究方向:数据存储管理、数据解析与分析;王勇(1980-),男,硕士研究生,高级工程师,主要研究方向:飞参及综合数管机载系统总体设计及实现;李昂(1991-),男,硕士研究生,工程师,主要研究方向:飞参及综合数管大数据应用。
