Fast Well Control Optimization with Two-Stage Proxy Modeling

Fast Well Control Optimization with Two-Stage Proxy Modeling

Waterflooding is one of the methods used for increased hydrocarbon production. Waterflooding optimization can be computationally prohibitive if the reservoir model or the optimization problem is complex. Hence, proxy modeling can yield a faster solution than numerical reservoir simulation. This fast...

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Bibliographic Details
Main Authors: Cuthbert Shang Wui Ng, Ashkan Jahanbani Ghahfarokhi, Wilson Wiranda
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Energies
Subjects:
global and local proxy modeling
machine learning
derivative-free optimization
reservoir simulation
Online Access:https://www.mdpi.com/1996-1073/16/7/3269

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https://www.mdpi.com/1996-1073/16/7/3269

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