高速动车组安全大数据分析思考与探讨

Analysis and Discussion on Big Data of High Speed EMUs Safety

大数据时代为高速铁路相关工作带来了新的思路和解决方案,如何在动车组安全管理方面推进大数据的应用是目前行业的主要聚焦方向。对动车组安全管理大数据分析工作中遇到的相关问题进行思考和探讨,采用经验归纳和综合分析等方法,对相关分析系统的架构设计、数据获取与清洗、数据分析及自动挖掘等具体问题提出进一步的优化建议,可为相关工作提供借鉴和参考。

The era of big data has brought new ideas and solutions to the work concerning high speed railway.How to promote the application of big data in the safety management of EMUs is the focus within today’s railway industry.This thesis discusses some problems that emerged during the big data analysis of EMU safety management.By means of summing up experiences and comprehensive analysis,it also puts forward some further suggestions on the optimization in some more specific aspects,such as architecture design of relevant analysis system,data acquisition,cleaning,analysis,and automatic,thus providing some relevant references in this regard.