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基于大数据技术的智能化重载运输系统可行性研究 被引量:3

Feasibility Study of Intelligent Heavy-haul Transportation System that Based on Big Data Technology
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摘要 智能化重载运输是今后铁路货运的发展方向,本文在神朔铁路现有的山区重载运输体系上,利用大数据理论及技术,从感知、传输、处理层次方面对智能重载运输进行可行性研究,并创新性地引入公用4G无线网络技术,来解决智能化重载运输实现过程中大数据传输的瓶颈,整合现有分散的各应用系统数据库,并不断丰富应用系统,形成统一的神朔铁路大数据中心。通过收集、分析、挖掘数据,实现重载运输的灵活编组,同步控制下的异步控制、辅助驾驶控制、铁路防灾监测、状态修等智能化功能。 Intelligent heavy-haul transportation is the development direction of railway freight in the future. Based on the existing mountains heavy-haul transportation system of Shenshuo railway,this paper makes the feasibility study of intelligent heavy-haul transportation from the level of perception,transmission and processing through using big data theory and technology. And innovatively introduces the public 4G wireless network technology to solve the bottleneck of big data transmission in the realization of intelligent heavy-haul transportation,integrates the existing distributed application system database and continuously enriches the application system to form a unified Shenshuo railway big data center. By collecting,analyzing and mining data,the intelligent functions such as flexible grouping of heavy-haul transportation,asynchronous control under synchronous control, auxiliary driving control, railway disaster prevention and monitoring, state repair and so on are realized.
作者 孔文 李修东 KONG Wen;LI Xiudong(Locomotive Department,China Shenhua Shenshuo Railway Branch Company,Shenmu,Shaanxi,719400)
出处 《神华科技》 2018年第7期11-15,共5页 Shenhua Science and Technology
关键词 大数据 智能化 重载运输 Big data Intelligent Heavy-haul transportation
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