Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurements

Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurements

We introduce a novel method for estimating the spatial distribution of absolute permeability in oil reservoirs, consistent with well logging and well test measurements. The primary objective is to create a permeability map, incorporating the well test interpretation results and achieving hydrodynami...

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Bibliographic Details
Main Authors: Evgenii Kanin, Alsu Garipova, Sergei Boronin, Vladimir Vanovskiy, Albert Vainshtein, Andrey Afanasyev, Andrei Osiptsov, Evgeny Burnaev
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-06-01
Series:Petroleum Research
Subjects:
Permeability estimation
Well test analysis
Reservoir modeling
Optimization methods
Neural networks
Hydrodynamic similarity
Online Access:http://www.sciencedirect.com/science/article/pii/S209624952400084X
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