煤炭工程 ›› 2024, Vol. 56 ›› Issue (11): 18-23.doi: 10.11799/ce202411004

• 设计技术 • 上一篇    下一篇

煤矿区煤层气大数据分析管理平台设计与应用

陈茜,汤滢   

  1. 中国科协创新战略研究院
  • 收稿日期:2023-11-21 修回日期:2024-03-25 出版日期:2023-11-20 发布日期:2025-01-03
  • 通讯作者: 陈茜 E-mail:365039211@qq.com

Design and application of CBM big data analysis management platform in coal mine area

  • Received:2023-11-21 Revised:2024-03-25 Online:2023-11-20 Published:2025-01-03

摘要: 为解决煤炭与煤层气开发的数据库资源和分析工具不足的难题,基于大数据技术协同计算和分布式存储原理,提出了煤矿区煤层气大数据分析管理平台设计方案,建立了基于云技术的大数据互联机制,构建了基于大数据挖掘技术的煤层气开发利用模型库。根据系统架构设计和功能设计,搭建了以Hadoop为核心框架的煤层气大数据平台,并在政府管理部门、煤炭企业开展了多元化的应用,打通了多元异构数据业务的信息壁垒,为煤与煤层气协调开发、煤层气开发利用合理布局提供了数据基础和决策依据。

关键词: 煤层气, 开发利用, 大数据平台, 协同计算

Abstract: In order to solve the problem of insufficient database resources and analysis tools for coal and coalbed methane development, based on the principle of collaborative computing and distributed storage of big data technology, the design scheme of big data platform for coalbed methane is proposed, the big data interconnection mechanism based on cloud technology is established, and the coalbed methane development and utilization model base based on big data mining technology is constructed. According to the system architecture design and function design, a big data platform with Hadoop as the core framework was built, and diversified applications were carried out in government management departments and coal enterprises, providing data basis and decision-making basis for coordinated mining of coal and methane and rational layout of coalbed methane development and utilization.