Real-time evaluation of the dynamic Young’s modulus for composite formations based on the drilling parameters using different machine learning algorithms

Real-time evaluation of the dynamic Young’s modulus for composite formations based on the drilling parameters using different machine learning algorithms

The dynamic Young’s modulus (Edyn) is a parameter needed for optimizing different aspects related to oil well designing. Currently, Edyn is determined from the knowledge of the formation bulk density, in addition to the shear and compressional velocities, which are not always available. This study i...

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Bibliographic Details
Main Authors: Ahmed Abdulhamid Mahmoud, Hany Gamal, Salaheldin Elkatatny, Weiqing Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Earth Science
Subjects:
dynamic Young’s modulus
drilling parameters
machine learning models
real-time prediction
composite formation
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2022.1034704/full

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