智能化煤矿数据治理能力评估与提升策略研究

Research on evaluation and promotion strategy of data governance capability for intelligent coal mines

数据治理能力是实现煤矿智能化建设整体目标的重要基础,对于加快煤矿智能化建设、促进煤炭工业数字化转型、构建现代化能源体系、建设数字中国具有重要意义。本文针对智能化煤矿数据治理能力提升的理论和方法进行探讨。首先剖析了煤矿智能化建设对数据治理的战略诉求,界定智能化煤矿数据治理能力的概念、内涵;然后构建智能化煤矿数据治理能力体系,为数据治理能力的科学评估提供依据;进而基于能力成熟度理论,构建智能化煤矿数据治理能力成熟度模型,指明智能化煤矿数据治理能力提升路径;最后基于PDCA循环理论,提出智能化煤矿数据治理能力提升策略,以期补充完善数据治理能力提升的理论基础,为数据治理最佳实践提供参考。

Data governance capability is fundamental to coal mine intelligence construction.It could accelerate the intelligent construction of coal mines and promote the digital transformation of the coal industry so as to building a modern energy system in digital China.This paper therefore discusses the theory and methods of improving data governance capability for intelligent coal mines.Specifically,this study analyzes its strategic demands of intelligent coal mine construction on data governance and offers a working definition for data governance capability for intelligent coal mines.Then an evaluative system is proposed for the evaluation of data governance capability for intelligent coal mines.Further,by drawing on capability maturity theory,this study establishes a maturity model that specifies the improvement path of data governance capability for intelligent coal mines.Finally,based on the PDCA cycle theory,this paper puts forward strategies for improving data governance capability for intelligent coal mines,in order to 1)supplement existing theories of data governance capability enhancement,and 2)provide references for future practices of data governance.