基于实时数据流的煤矿监测数据流计算模式分析
发布时间：2018-11-03 18:47
【摘要】：结合煤矿的现场实际情况和大数据中流计算框架,提出了基于Spark streaming的煤矿实时数据应用的流计算框架。该计算框架可以高效、快速处理来自于监测监控系统的不同系统、不同接口、不同传输速率的要求,快速地采集和处理监测监控系统的实时数据流,融合处理各业务系统的实时数据。该框架的建立可以使得基于采、掘、机、运、通等内容的矿井整体建立运营管控模型,在矿井生产全过程实现信息可采、过程可视、运行可控的能力,确保生产过程信息的完整性、可靠性、真实性。
[Abstract]:Combined with the actual situation of coal mine and big data mid-stream calculation framework, a flow calculation framework for real-time data application in coal mine based on Spark streaming is proposed. This framework can quickly process the real-time data flow from different systems, interfaces and transmission rates of monitoring and control system, and can quickly collect and process the real-time data flow of monitoring and monitoring system. Fusion and processing of the real-time data of each business system. The establishment of this framework can make the whole mine operation control model based on mining, digging, machine, transportation, communication and other contents, and realize the ability of information mining, process visualization and controllable operation in the whole process of mine production. Ensure the integrity, reliability and authenticity of production process information.
【作者单位】： 西安科技大学;陕西正通煤业有限责任公司;西安邮电大学;
【基金】：陕西省科技计划项目(2015KTCXSF-10-13)
【分类号】：TD76
，
本文编号：2308642
[Abstract]:Combined with the actual situation of coal mine and big data mid-stream calculation framework, a flow calculation framework for real-time data application in coal mine based on Spark streaming is proposed. This framework can quickly process the real-time data flow from different systems, interfaces and transmission rates of monitoring and control system, and can quickly collect and process the real-time data flow of monitoring and monitoring system. Fusion and processing of the real-time data of each business system. The establishment of this framework can make the whole mine operation control model based on mining, digging, machine, transportation, communication and other contents, and realize the ability of information mining, process visualization and controllable operation in the whole process of mine production. Ensure the integrity, reliability and authenticity of production process information.
【作者单位】： 西安科技大学;陕西正通煤业有限责任公司;西安邮电大学;
【基金】：陕西省科技计划项目(2015KTCXSF-10-13)
【分类号】：TD76
，
本文编号：2308642
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