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智能化煤矿数据治理技术研究与应用

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随着煤矿智能化建设的不断发展,智能化煤矿有限的数据处理能力与海量数据的实时处理需求之间的矛盾日益加剧,数据治理已成为煤矿智能化建设的核心内容和制约瓶颈.针对智能化矿山数据治理的实际需求,深入讨论了智能化煤矿数据治理的理论基础,分析了数据治理的实际内涵,阐述了数据治理的目的及其在煤矿智能化建设中的重要意义,基于建设需求提出了"质量、安全、复用、分类分级、共享和协同"的治理原则和理念,设计了智能化矿井数据治理体系的总体架构,最后对数据治理的关键技术进行了研究.通过应用表明,研究成果实现了国家能源集团新疆能源有限责任公司数据信息的有效管理和利用,建设成效显著.
Research and application of data governance technology of intelligent coal mine
With the continuous development of intelligent construction in coal mines,the contradiction between the limited data processing ability and the real-time processing demand of massive data in intelligent coal mine is increasing day by day,data governance has become the core content and bottleneck of coal mine intelligent construction.In view of the actual needs of intelligent mine data governance,the theoretical basis of intelligent coal mine data governance was deeply discussed,the practical connotation of data governance was analyzed,the purposes of data governance and its important significance in the intelligent construction of coal mines were expounded,the governance principles and concepts of"quality,safety,reuse,classification,grading,sharing and collaboration"were proposed based on construction needs,the overall architecture of intelligent mine data governance system was designed,and the key technologies of data governance were finally studied.The specific application showed that the research results had achieved effective management and utilization of data information for China Energy Group Xinjiang Energy Co.,Ltd.with significant construction achievements.

intelligent coal minedata governancedata miningdata fusion and sharing specificationdata integration

于涛

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国家能源集团新疆能源有限责任公司,新疆维吾尔自治区乌鲁木齐市,830011

智能化煤矿 数据治理 数据挖掘 数据融合共享规范 数据集成

2024

中国煤炭
煤炭信息研究院

中国煤炭

CSTPCD北大核心
影响因子:0.736
ISSN:1006-530X
年,卷(期):2024.50(11)