Ensemble Machine Learning Assisted Reservoir Characterization using Field Production Data-An Offshore Field Case Study

Ensemble Machine Learning Assisted Reservoir Characterization using Field Production Data-An Offshore Field Case Study

Estimation of fluid saturation is an important step in dynamic reservoir characterization. Machine learning techniques have been increasingly used in recent years for reservoir saturation prediction workflows. However, most of these studies require input parameters derived from cores, petrophysical...

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Bibliographic Details
Main Authors: Baozhong Wang, Jyotsna Sharma, Jianhua Chen, Patricia Persaud
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Energies
Subjects:
reservoir characterization
machine learning
saturation prediction
offshore oilfield
random forest
Online Access:https://www.mdpi.com/1996-1073/14/4/1052

Internet

https://www.mdpi.com/1996-1073/14/4/1052

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