基于大数据的煤炭企业决策模型研究与应用

Research and application of decision-making model for coal enterprises based on big data

煤矿的安全生产运营离不开大数据的支持,为利用大数据分析技术和业务模型,给经营决策提供支持,从而实现效益最大化。文章结合当前大型煤炭能源企业在发展大数据方面所具有的信息化基础,探讨研究大数据在企业经营智能决策中的应用,根据国能BT煤炭部门实际生产经营数据,创建了生产优化模型、月度自产煤供应量及外购煤采购量计算模型和决策模型,并将模型部署至服务器,应用于煤矿WL和煤矿LJH,结果表明模型表现良好,并通过对煤矿实际数据的实证分析,验证了该模型的有效性。

The safety production and operation of coal mines cannot be separated from the support of intelligent data.To utilize big data analysis technology and business models to support the business decision-making and achieve maximum benefits.We combined the information technology foundation of large coal energy enterprises in the development of big data and explored the application of big data in intelligent decision-making of enterprise management.Based on the actual production and operation data of the BT coal department of CHN Energy Group,a production optimization model,a monthly self-produced coal supply and purchased coal procurement calculation model,and a decision model were established.The model was deployed to servers and applied to coal mine WL and coal mine LJH.The results showed that,the model performed well,and the effectiveness of the model was verified through empirical analysis of actual coal mine data.