铁路计算机应用
鐵路計算機應用
철로계산궤응용
Railway Computer Application
2015年
11期
42-45,51
,共5页
信息技术%监控%大数据分析%铁路自动售检票系统%复杂事件处理
信息技術%鑑控%大數據分析%鐵路自動售檢票繫統%複雜事件處理
신식기술%감공%대수거분석%철로자동수검표계통%복잡사건처리
information technology%monitoring%big data analysis%Railway Automatic Ticketing and Gate System(RATGS)%Complex Event Processing(CEP)
本文提出铁路自动售检票监控系统总体框架由基础层、管理层、分析层和应用层组成。利用多维数据分析、分布式文件系统存储和MapReduce计算、复杂事件处理、数据挖掘等技术，实现对铁路自动售检票系统的故障预警和故障率分析、设备利用率分析、业务优化分析以及OD热点分析、异常旅客识别、设备易用性分析等以旅客行为分析为基础的增值业务，为铁路自动售检票系统的未来发展提供一种新思路。
本文提齣鐵路自動售檢票鑑控繫統總體框架由基礎層、管理層、分析層和應用層組成。利用多維數據分析、分佈式文件繫統存儲和MapReduce計算、複雜事件處理、數據挖掘等技術，實現對鐵路自動售檢票繫統的故障預警和故障率分析、設備利用率分析、業務優化分析以及OD熱點分析、異常旅客識彆、設備易用性分析等以旅客行為分析為基礎的增值業務，為鐵路自動售檢票繫統的未來髮展提供一種新思路。
본문제출철로자동수검표감공계통총체광가유기출층、관리층、분석층화응용층조성。이용다유수거분석、분포식문건계통존저화MapReduce계산、복잡사건처리、수거알굴등기술，실현대철로자동수검표계통적고장예경화고장솔분석、설비이용솔분석、업무우화분석이급OD열점분석、이상여객식별、설비역용성분석등이여객행위분석위기출적증치업무，위철로자동수검표계통적미래발전제공일충신사로。
This article proposed the general frame of Railway Automatic Ticketing and Gate Monitoring System(RATGS). The System was consisted of 4 layers, which were the infrastructure layer, the management layer, the analysis layer and application layer. The System was introduced technologies such as multidimensional data analysis, the distributed ifle system storage MapReduce, Complex Event Processing(CEP), data mining and etc., to implement the value added services based on passenger behavior analysis, such as fault early warning, analysis of failure rate, the utilization rate analysis of equipments, business optimization analysis, OD hotspot analysis, abnormal passenger recognition, usability analysis of equipment. All of these pointed out a new method for the future development of RATGS.
