Application and development trend of artificial intelligence in petroleum exploration and development  

作　　者：KUANG Lichun LIU He REN Yili LUO Kai SHI Mingyu SU Jian LI Xin 

机构地区：[1]Science and Technology Management Department of CNPC,Beijing 100007,China [2]PetroChina Research Institute of Petroleum Exploration&Development,Beijing 100083,China

出　　处：《Petroleum Exploration and Development》2021年第1期1-14,共14页石油勘探与开发（英文版）

基　　金：Supported by the National Natural Science Foundation of China (72088101)。

摘　　要：Aiming at the actual demands of petroleum exploration and development,this paper describes the research progress and application of artificial intelligence(AI)in petroleum exploration and development,and discusses the applications and development directions of AI in the future.Machine learning has been preliminarily applied in lithology identification,logging curve reconstruction,reservoir parameter estimation,and other logging processing and interpretation,exhibiting great potential.Computer vision is effective in picking of seismic first breaks,fault identification,and other seismic processing and interpretation.Deep learning and optimization technology have been applied to reservoir engineering,and realized the real-time optimization of waterflooding development and prediction of oil and gas production.The application of data mining in drilling,completion,and surface facility engineering etc.has resulted in intelligent equipment and integrated software.The potential development directions of artificial intelligence in petroleum exploration and development are intelligent production equipment,automatic processing and interpretation,and professional software platform.The highlights of development will be digital basins,fast intelligent imaging logging tools,intelligent seismic nodal acquisition systems,intelligent rotary-steering drilling,intelligent fracturing technology and equipment,real-time monitoring and control of zonal injection and production.

关 键 词：artificial intelligence logging interpretation seismic exploration reservoir engineering drilling and completion surface facility engineering 

分 类 号：P618.13[天文地球—矿床学] TE34[天文地球—地质学] TP18[石油与天然气工程—油气田开发工程]