Systematic Machine Learning Application in Different Stages of Oilfield Development 

Wei Liu
截屏2020-12-07 下午2.34.26


This study compares various ML methods applied to different stages from oil and gas exploration to transportation in oilfields : reservoir identification, prediction of production in new wells and disposition prediction of pipelines. These ML methods are proved useful and fast in their applications to these areas. This work provides a set of systematic ML methods and their respective pertinent predicting parameters providing useful experiences and references for industry and future research.