| 基于海量数据分析的煤矿生产辅助决策支持系统的设计 |
| |
| 引用本文： | 王智峰,屈凡非,田建军,史二听,戴明军.基于海量数据分析的煤矿生产辅助决策支持系统的设计[J].工矿自动化,2011,37(10):22-25. |
| |
| 作者姓名： | 王智峰 屈凡非 田建军 史二听 戴明军 |
| |
| 作者单位： | 1. 平顶山天安煤业股份有限公司十一矿,河南平顶山,467000
2. 中国矿业大学信电学院,江苏徐州,221008 |
| |
| 基金项目： | 国家高技术研究发展计划(“863”计划)资助项目(2008AA062200); 江苏省产学研联合创新资金项目(BY2009114) |
| |
| 摘 要： | 以某煤矿自动化系统的建设为例,提出了一种基于海量数据分析的煤矿生产辅助决策支持系统的设计方案。该系统通过融合全矿井各传感器采集的数据,进行分系统的汇聚统计分析以及全系统的集成统计分析,可对煤矿生产过程中各机电设备的健康状况、故障、运行能耗作出判断,从而实现对煤矿生产的辅助决策支持。实际应用表明,该系统运行良好,提高了煤矿生产效率和管理水平。
|
| 关 键 词： | 煤矿生产 辅助决策支持 海量数据 数据分析 iHistorian数据库 |
Design of Auxiliary Decision Support System of Coal Mine Production Based on Mass Data Analysis |
| |
| WANG Zhi-feng,QU Fan-fei,TIAN Jian-jun,SHI Er-ting,DAI Ming-jun.Design of Auxiliary Decision Support System of Coal Mine Production Based on Mass Data Analysis[J].Industry and Automation,2011,37(10):22-25. |
| |
| Authors: | WANG Zhi-feng QU Fan-fei TIAN Jian-jun SHI Er-ting DAI Ming-jun |
| |
| Affiliation: | WANG Zhi-feng1,QU Fan-fei1,TIAN Jian-jun1,SHI Er-ting1,DAI Ming-jun2(1.No.11 Coal Mine of Pingdingshan Tian'an Mining Industry Co.,Ltd.,Pingdingshan 467000,China.2.School of Information and Electrical Engineering of CUMT.,Xuzhou 221008,China) |
| |
| Abstract: | Taking construction of automation system of one coal mine as example,the paper proposed a design scheme of auxiliary decision support system of coal mine production based on mass data analysis.The system makes convergence statistic analysis of subsystems and integrated statistic analysis of whole system through fusing data collected by various sensors to judge states of health status,fault and operation energy consumption of various electromechanical equipments in coal mine production process,so as to reali... |
| |
| Keywords: | coal mine production auxiliary decision support mass data data analysis iHistorian data base |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
|
