A Novel Shale Gas Production Prediction Model Based on Machine Learning and Its Application in Optimization of Multistage Fractured Horizontal Wells

A Novel Shale Gas Production Prediction Model Based on Machine Learning and Its Application in Optimization of Multistage Fractured Horizontal Wells

Shale gas production prediction and horizontal well parameter optimization are significant for shale gas development. However, conventional reservoir numerical simulation requires extensive resources in terms of labor, time, and computations, and so the optimization problem still remains a challenge...

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Bibliographic Details
Main Authors: Huijun Wang, Lu Qiao, Shuangfang Lu, Fangwen Chen, Zhixiong Fang, Xipeng He, Jun Zhang, Taohua He
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Earth Science
Subjects:
machine learning
shale gas production forecast
integration of geological engineering
optimization
hydraulic fracture
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2021.726537/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2021.726537/full

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