This paper has developed the first meshless numerical solver for the reservoir black-oil model. The meshless solver uses a point cloud that is virtually unrestricted by topological constraints during generation and the extended finite volume method to discretize the reservoir computational domain and the governing equations, respectively. It can directly use the mature nonlinear solvers in grid-based simulators to calculate the global nonlinear discrete equations and obtain the distribution of oil, gas, and water saturations and pressures. This paper has implemented four examples with regular and irregular computational domains to test the computational performance of the meshless simulator. The results of the examples demonstrate that, compared to grid-based methods, the meshless simulator can effectively manage heterogeneous reservoir models and significantly mitigate the challenges associated with discretizing complex reservoir computational domains. Moreover, it avoids the grid orientation effect of the finite volume method that utilizes Cartesian grids by reducing the computational error by more than six times and exhibits good convergence.
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July 2025
Research Article|
July 02 2025
Two-dimensional black-oil simulation using the meshless extended finite volume method
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Hao Huang (黄浩);
Hao Huang (黄浩)
(Data curation, Formal analysis, Validation, Visualization, Writing – original draft)
1
Yangtze University, School of Geophysics and Petroleum Resources
, Wuhan, China
2
Yangtze University, School of Petroleum Engineering
, Wuhan, China
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Jun Wei (魏俊);
Jun Wei (魏俊)
(Funding acquisition, Investigation, Writing – original draft)
3
CNOOC Energy Development Corporation Engineering Technology Branch Company
, Tianjin, China
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Zhijun Zhang (张志军);
Zhijun Zhang (张志军)
(Funding acquisition, Investigation, Writing – original draft)
3
CNOOC Energy Development Corporation Engineering Technology Branch Company
, Tianjin, China
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Xinlong Zhang (张新龙)
;
Xinlong Zhang (张新龙)
(Software, Validation, Visualization, Writing – review & editing)
3
CNOOC Energy Development Corporation Engineering Technology Branch Company
, Tianjin, China
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Xiang Rao (饶翔)
Xiang Rao (饶翔)
a)
(Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing)
2
Yangtze University, School of Petroleum Engineering
, Wuhan, China
4
King Abdullah University of Technology, Physical Science and Engineering Division
, Jeddah, Saudi Arabia
a)Author to whom correspondence should be addressed: [email protected]
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Hao Huang (黄浩)
1,2
Jun Wei (魏俊)
3
Zhijun Zhang (张志军)
3
1
Yangtze University, School of Geophysics and Petroleum Resources
, Wuhan, China
2
Yangtze University, School of Petroleum Engineering
, Wuhan, China
3
CNOOC Energy Development Corporation Engineering Technology Branch Company
, Tianjin, China
4
King Abdullah University of Technology, Physical Science and Engineering Division
, Jeddah, Saudi Arabia
a)Author to whom correspondence should be addressed: [email protected]
Physics of Fluids 37, 076606 (2025)
Article history
Received:
October 25 2024
Accepted:
December 15 2024
Citation
Hao Huang, Jun Wei, Zhijun Zhang, Xinlong Zhang, Xiang Rao; Two-dimensional black-oil simulation using the meshless extended finite volume method. Physics of Fluids 1 July 2025; 37 (7): 076606. https://doi.org/10.1063/5.0245310
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