학술논문
A fractal physics-based data-driven model for water-flooding reservoir (FlowNet-fractal)
Document Type
Article
Author
Source
In Journal of Petroleum Science and Engineering March 2022 210
Subject
Language
ISSN
0920-4105
Abstract
Highlights •An integrated fractal-physics-based data-driven model and fractal theory are proposed in this research as the FlowNet-fractal framework for reservoir simulation.•The FlowNet-fractal approach beats the FlowNet method in terms of computing correctness, convergence speed, and historical matching effect.•Using the fractal mass dimension and fractal index, FlowNet-fractal may not only highlight reservoir heterogeneity but also significantly boost calculation rate.