摘要
为了提高民航运输路线规划统计和调度能力,从而指导民航运输路线管理,提出一种基于大数据的民航运输路线规划自动变更系统。采用ZigBee分布式组网信息调度技术进行民航运输路线规划统计大数据提取,结合民航路线组网信息识别和模式调度进行民航运输路线规划统计大数据采样后的关联属性特征提取,采用大数据自适应规划技术进行民航运输路线自动变更的大数据模糊聚类和属性特征识别处理,构建物联网信息管理平台进行民航运输路线自动变更数据的分布式协同调度,在物联网簇中将所有成员节点采集的民航运输路线规划统计数据进行均衡配置,采用关联积分学习方法进行民航运输路线规划统计大数据分类处理,根据分类结果实现对民航运输路线规划的分布式协同调度。在RMS MultiMeter集成信息处理器中实现民航运输路线自动变更系统开发设计。系统测试结果表明,该系统能有效实现民航运输路线自动变更和规划设计,系统的可靠性较高,稳定性较好。
In order to improve the capacity of statistics and scheduling of civil aviation transportation route planning and guide civil aviation transportation route management,an automatic change system of civil aviation transportation route planning based on big data is proposed.ZigBee distributed network information scheduling technology is used to extract the statistics of civil aviation transportation route planning big data,combined with civil aviation route network information identification and pattern scheduling to extract the associated attributes of the aviation transport route planning statistics.In this paper,big data adaptive planning technique is used to deal with the automatic change of civil aviation transportation route by big data fuzzy clustering and attribute feature recognition,and the Internet of things information management platform is constructed to carry out distributed cooperative scheduling of the automatic change data of civil aviation transportation route.In the Internet of things cluster,the statistical data of civil aviation transport route planning collected by all member nodes are configured in a balanced manner,and the association integral learning method is used to classify the statistics of civil aviation transport route planning by big data.According to the classification results,the distributed cooperative scheduling of civil aviation transportation route planning is realized.The development and design of automatic change system of civil aviation transportation route is realized in RMS MultiMeter integrated information processor.The system test results show that the system can effectively realize the automatic change of civil aviation transportation route and the planning and design of the system.The system has high reliability and good stability.
作者
刘旭颖
李欣
LIU Xuying;LI Xin(Xi'an Aeronautical Polytechnic Institute Co.Ltd,Xi'an 710089,China)
出处
《自动化与仪器仪表》
2020年第1期89-92,共4页
Automation & Instrumentation
