Recent Trends in Proxy Model Development for Well Placement Optimization Employing Machine Learning Techniques

Recent Trends in Proxy Model Development for Well Placement Optimization Employing Machine Learning Techniques

Well placement optimization refers to the identification of optimal locations for wells (producers and injectors) to maximize net present value (NPV) and oil recovery. It is a complex challenge in all phases of production (primary, secondary and tertiary) of a reservoir. Reservoir simulation is prim...

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Bibliographic Details
Main Authors: Sameer Salasakar, Sabyasachi Prakash, Ganesh Thakur
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Modelling
Subjects:
well placement
proxy models
machine learning
deep learning
reservoir simulation
artificial neural networks
Online Access:https://www.mdpi.com/2673-3951/5/4/94
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