数据可视化与数据挖掘在高压管汇全生命周期管理中的应用探索

随着川庆公司数字化转型的推进,诸如川庆公司一体化平台的业务数据集成系统大量涌现,并形成大量钻井作业类数据的沉淀,这为大数据技术在油气井钻探业务中的应用提供可行性。目前油气井高压管汇管理大数据利用率并不高,但由于缺乏对数据处理及分析手段的研究,这部分数据难以进行二次利用与深层次挖掘。在此背景下,以高压管汇全生命周期管理大数据为例,探索数据可视化与数据挖掘技术的应用,为实现大数据技术在油气井钻探领域中的辅助支撑作用提供新思路。

As digital transformation advances in CNPC Chuanqing Drilling Engineering Company Limited,a great quantity of business data integration systems like Chuanqing's Engineering Operation smart Support System have emerged.And in the meanwhile,the accumulation of drilling operation big data has formed,which enables the application of big data technologies in oil and gas drilling business.The utility of big data in the area of high-pressure manifold management is low currently,and it is difficult to conduct deep mining in the lack of researches of appropriate data processing and analyzing approaches.Under such circumstance,the article explores the application of data visualization and data mining in high-pressure manifold lifecycle management,which intends to start a further research on the supporting role of big data technologies in oil and gas drilling industry.