Research and Application of Big Data Analysis for Oil and Gas Production

Research and Application of Big Data Analysis for Oil and Gas Production

Economics

Decision making

Big data

Oil field development

Quality control

Gases

Data handling

Data mining

Production control

Production efficiency

The history of oil and gas development and production is a history of data development. The generation of a large amount of information data has laid the cornerstone for the application of big data analysis. How to effectively mine data resources, use big data analysis to guide oilfield production practices, and provide a theoretical basis for decision-making to improve quality and efficiency is the technology core. In recent years, Huabei Oilfield has explored the application of big data analysis in oil and gas production. According to the types and characteristics of oilfield data, it has proposed and created a closed-loop big data analysis 'seven-step method' system from acquisition, processing, tracking, and evaluation, preliminary designed and developed a data mining platform for oil production engineering based on Hadoop/Spark

The platform has been applied in 6 oil and gas production units and achieved remarkable social and economic benefits. 2021 IEEE.

97-100

Guizhi, Min

Zhongbo, Liu

Zhanmin, Zhang

Xuefeng, Jin

Weiyi, Xie

Shuai, Wang

2nd IEEE International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering, ICBAIE 2021, March 26, 2021 - March 28, 2021

2021

conferencePaper

10.1109/ICBAIE52039.2021.9389892

http://dx.doi.org/10.1109/ICBAIE52039.2021.9389892