- Chinese Core Periodicals
- Chinese Core Journals of Science and Technology
- RCCSE Chinese Authoritative Academic Journals
| Citation: |
FAN Ziheng. Research on the construction and key technologies of intelligent mine data center[J]. Safety in Coal Mines, 2024, 55（9）: 217−224. DOI: 10.13347/j.cnki.mkaq.20241034
|
In order to solve the problems of inconsistent concept of massive heterogeneous data, confusing and unclear data relationship, repeated data storage and data inconsistency, and high degree of coupling between various business systems, the description specification of coal mine metadata is proposed, and the core data unit and data object model set of coal mine safety production are formed. A distributed data storage center is built based on MongoDB object-oriented database, Redis memory database, MySQL relational database, PostGIS spatial database, HBase big data and file storage; through data collection and interaction services, data analysis and storage services, the unified data collection, analysis and storage of multi-business subsystems and data sharing and interaction based on Web API are realized, and a data center system providing data services for various types of intelligent mine information systems is built. The field industrial test shows that the collection and storage efficiency of the data center is in line with the industry standard, and the response speed of data query is fast, which can meet the requirements of intelligent mine data interaction.
| [1] |
韩安,陈晓晶,贺耀宜,等. 智能矿山综合管控平台建设构思[J]. 工矿自动化,2021,47(8):7−14.
HAN An, CHEN Xiaojing, HE Yaoyi, et al. Construction conception of intelligent mine integrated management and control platform[J]. Industry and Mine Automation, 2021, 47(8): 7−14.
|
| [2] |
王国法,孟令宇. 煤矿智能化及其技术装备发展[J]. 中国煤炭,2023,49(7):1−13.
WANG Guofa, MENG Lingyu. Development of coal mine intelligence and its technical equipment[J]. China Coal, 2023, 49(7): 1−13.
|
| [3] |
王国法,任怀伟,赵国瑞,等. 智能化煤矿数据模型及复杂巨系统耦合技术体系[J]. 煤炭学报,2022,47(1):61−74.
WANG Guofa, REN Huaiwei, ZHAO Guorui, et al. Digital model and giant system coupling technology system of smart coal mine[J]. Journal of China Coal Society, 2022, 47(1): 61−74.
|
| [4] |
高晶,赵良君,吕旭阳. 基于数据挖掘的煤矿安全管理大数据平台[J]. 煤矿安全,2022,53(6):121−125.
GAO Jing, ZHAO Liangjun, LYU Xuyang. Coal mine safety management big data platform based on data mining[J]. Safety in Coal Mines, 2022, 53(6): 121−125.
|
| [5] |
王翀,陈佳林. 煤矿物联网大数据平台设计与关键技术研究[J]. 中国煤炭,2022(3):42−49.
WANG Chong, CHEN Jialin. Research on design and key technology of big data platform of coal mine Internet of Things[J]. China Coal, 2022(3): 42−49.
|
| [6] |
苏二换. 数据中台在露天煤矿无人运输中的应用[J]. 工矿自动化,2022,48(S2):77−78.
SU Erhuan. Application of data center in unmanned transportation in open-pit mine[J]. Industry and Mine Automation, 2022, 48(S2): 77−78.
|
| [7] |
疏礼春. 智能煤矿数据中台架构及关键技术研究[J]. 工矿自动化,2021,47(6):40−44.
SHU Lichun. Research on the architecture and key technologies of intelligent coal mine data middle platform[J]. Industry and Mine Automation, 2021, 47(6): 40−44.
|
| [8] |
曹现刚,马晨飞,王云飞,等. 煤矿设备状态大数据平台架构及关键技术研究[J]. 煤炭技术,2023,42(1):222−224.
CAO Xiangang, MA Chenfei, WANG Yunfei, et al. Study on big data platform architecture of coal mine equipment status and key technologies[J]. Coal Technology, 2023, 42(1): 222−224.
|
| [9] |
郝军,高文才,王旭峰. 基于工业互联网大数据的远程生产管控平台研究[J]. 中国煤炭,2022,48(3):50−55.
HAO Jun, GAO Wencai, WANG Xufeng. Research on remote production control platform based on industrial Internet big data[J]. China Coal, 2022, 48(3): 50−55.
|
| [10] |
刘聪睿,赵晋松,王涛,等. 基于云平台的煤矿数据中心研究与应用[J]. 热力发电,2024,53(2):153−161.
LIU Congrui, ZHAO Jinsong, WANG Tao, et al. Research and application of coal mine data center based on cloud platform[J]. Thermal Power Generation, 2024, 53(2): 153−161.
|
| [11] |
赖杰. 基于MongoDB的分布式事务优化与实现[D]. 成都:电子科技大学,2021.
|
| [12] |
王灿. 云管平台中基于Redis的分布式存储技术研究与实现[D]. 南京:东南大学,2022.
|
| [13] |
徐长庆,李雨晴,李德友,等. 基于PostgreSQL与PostGIS的空间数据一体化方案设计与实现[J]. 山东理工大学学报(自然科学版),2023,37(3):1−7.
XU Changqing, LI Yuqing, LI Deyou, et al. Design and implementation of spatial data integration scheme based on PostgreSQL and PostGIS[J]. Journal of Shandong University of Technology (Natural Science Edition), 2023, 37(3): 1−7.
|
| [14] |
车思阳. 基于Kafka的大容量实时预警数据汇集分发技术研究[D]. 成都:电子科技大学,2021.
|
| [15] |
仝淑贞,唐菁,黄莉莉,等. 《交通信息基础数据元》系列标准制修订概述[J]. 中国交通信息化,2014(8):83−84.
TONG Shuzhen, TANG Jing, HUANG Lili, et al. Overview of the revision of series standards of basic data element of traffic information[J]. China ITS Journal, 2014(8): 83−84.
|
| [16] |
王秀琴,梁中军. 气象档案数据元数据设计与应用[J]. 气象水文海洋仪器,2022,39(4):132−134.
WANG Xiuqin, LIANG Zhongjun. Design and application of metadata in meteorological archival data[J]. Meteorological, Hydrological and Marine Instruments, 2022, 39(4): 132−134.
|
| [17] |
梁志宏,杨漾,刘竹青. 电网企业数据中台的数据共享方法研究[J]. 电工技术,2023(9):178−181.
LIANG Zhihong, YANG Yang, LIU Zhuqing. Research on data sharing method of power grid enterprise data center[J]. Electric Engineering, 2023(9): 178−181.
|
| [18] |
戴骏炜. 钢铁行业数字化转型指引−钢铁企业全流程数据治理架构方案[J]. 冶金自动化,2023,47(S1):478-481.
DAI Junwei. Guidelines for digital transformation of the steel industry -- Full-process data governance architecture solution for steel enterprises[J]. Metallurgical Industry Automation, 2023, 47(S1): 478-481.
|
| [19] |
王世文,刘劲,杨晨雁,等. 面向应急管理的突发事件元数据信息模型构建研究[J]. 灾害学,2023,38(4):156−164.
WANG Shiwen, LIU Jin, YANG Chenyan, et al. Research on the establishment of a metadata information model for emergency management[J]. Journal of Catastrophology, 2023, 38(4): 156−164.
|
| [20] |
贺二荣. 基于Vue海洋数据可视化系统的设计与实现[D]. 青岛:中国石油大学,2021.
|
| [21] |
顾云山. 基于CNAS的软件性能测试能力验证方法与实践[J]. 电脑编程技巧与维护,2024(2):24−26.
|
| 1. |
阚健，徐明亮，陈骞. 基于数据中台的云存储中数据安全性关键技术探析. 中国宽带. 2024(09): 22-24 .
|
Supported by: Beijing Renhe Information Technology Co., Ltd. 
DownLoad: