摘要
随着大数据和人工智能技术的普及,智能矿山理论不断完善,智能化矿井产生的多源异构数据正在以亿级的数量增长,面对海量矿井数据就需要利用新的技术和思路来治理。数据治理是将一个企业的数据作为战略资产来管理,从数据采集规范到数据服务进行统一管理,提高数据质量,实现数据到数字资产的战略转型。为了统一煤矿井下的数据传输规范,基于EtherNet/IP通信协议,编制了38项《矿山机电设备通信接口和协议》企业标准,规范了井工煤矿数据上传标准。探索了井工煤矿数据清洗、数据集成的方法,构建了基于EtherNet/IP的井工煤矿大数据治理平台,共计采集并处理了9.4亿条数据,创建103个业务数据仓库,提供了统一的数据服务API接口,实现井工煤矿机电设备的集中、协同控制和辅助决策。
With the popularization of big data and artificial intelligence technology,the theory of intelligent mine is constantly improved.Multi-source heterogeneous data generated by intelligent mine is increasing by hundreds of millions.In the face of massive mine data,it is necessary to use new technology and ideas to manage it.Data governance is to manage the data of an enterprise as a strategic asset,manage data collection standards and data services in a unified manner,improve data quality,and realize the strategic transformation from data to digital assets.In order to unify the data transmission standard of underground coal mine,38 enterprise standards of Communication Interface and Protocol of Mine Mechanical and Electrical Equipment are compiled based on EtherNet/IP communication protocol,and the data uploading standard of coal mine is standardized.Explores the coal mining is data cleaning,data integration,the method of building the coal mining based on EtherNet/IP data management platform,a total of data collecting and processing the article 940 million,103 to create the business data warehouse,provides a unified data service API interface,realize the concentration and coordination control of well versed in coal mine mechanical and electrical equipment and auxiliary decision-making.
作者
温亮
李丹宁
WEN Liang;LI Danning(CHN Energy Shendong Coal Group Co.,Ltd.,Ordos 017209,China;Beijing Tianma Intelligent Control Technology Co.,Ltd.,Beijing 100013,China)
出处
《煤炭科学技术》
CAS
CSCD
北大核心
2022年第S01期227-232,共6页
Coal Science and Technology
基金
神东保德“综采放顶煤智能化控制技术研究”资助项目(00000050048)
天地科技股份有限公司科技创新创业资金专项资助项目(2020-2-TD-CXY004)
北京天玛智控科技股份有限公司科技资助项目(2022TM018-C1)
关键词
数据治理
大数据
工业以太网
通信协议
data governance
big data
EtherNet/IP
communication protocol
