首页|煤炭企业智能化数据治理体系研究与应用

煤炭企业智能化数据治理体系研究与应用

扫码查看
随着煤矿智能化建设的不断推进,煤炭企业在生产、管理和运营等领域的数据量不断增加.然而,受限于煤炭企业数据多源、异构、分散的特点,当前数据治理存在较多问题,数据的有效利用程度较低.为了提高数据的利用效率和实现数据价值的最大化,分析了煤炭企业数据治理现状,构建了煤炭企业智能化数据治理体系,同时探讨了4种治理体系的建设内容,形成了一套可实施的数据治理体系框架,并对数据体系构建的关键要素进行了分析.该治理体系已在国家能源集团新疆能源有限责任公司展开了建设和应用,数据治理范围涵盖公司15个领域,标准数据元达到1 500个,各矿井、各系统之间数据一致性提升了15%;已接入各类元数据13 845条,数据检索时间平均缩短40%,建立了150余项数据质量管理规则,脱敏2 431条数据,建设成果良好,提升了企业数据治理的效率,拓宽了数据的应用程度和范围,为企业数字化转型升级奠定了良好的基础.
Research and application of intelligent data governance system for coal enterprises
With the promotion of coal mine intelligent construction,the data volume of coal enterprises in the fields of production,management and operation is increasing day by day.However,due to the multi-source,heterogeneous and decentralized characteristics of coal enterprise data,there are many problems in current data governance,and the effective utilization of data is low.In order to improve the utilization efficiency of data and maximize the value of data,the current situation of data governance of coal enterprises was analyzed,and an intelligent data governance system for coal enterprises was constructed.The construction contents of four governance systems were discussed,forming an implementable data governance system framework,and the key elements of data system construction were analyzed.The governance system had been constructed and applied in China Energy Group Xinjiang Energy Co.,Ltd.,the data governance scope had covered 15 fields with 1 500 standard data elements,and the data consistency between each mine and each system had increased by 15%;13845 metadata of various types had been accessed with the data retrieval time shortened by 40%on average,more than 150 data quality management rules were established,and 2431 data was desensitized.The construction results were good,and the system had improved the data governance efficiency of coal enterprise,broadened the application degree and scope of data,and laid a good foundation for the digital transformation and upgrading of coal enterprises.

coal mine intelligent constructiondata governance systemdata securitydata applicationdigital transformation

庞伟

展开 >

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

煤矿智能化建设 数据治理体系 数据安全 数据应用

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(12)