2023
DOI: 10.1063/5.0152071
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Predictive modeling of oil and water saturation during secondary recovery with supervised learning

Abstract: In the petroleum reservoir, the secondary oil recovery (SOR) process is employed by injecting water into wells to enhance the moment of oil toward the production wells. The SOR process gives rise to the instability (fingering) phenomena due to the injecting force and the difference in the wettability and viscosity of the oil and water at the common interface. Since the late 1800s, mathematical models of petroleum reservoirs have been extensively used in the oil and gas industry. In this paper, we investigated … Show more

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Cited by 11 publications
(1 citation statement)
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“…[36] by Sulaiman et al by analyzing heat transfer in micro polar fluid under isothermal as well as iso flux boundary conditions, he further added to the literature in ref. [37] another interesting study entitled mathematical modeling for water and oil saturation during secondary recovery. A computational work of Magneto‐convective heat transfers past inclined surfaces under thermos diffusion was contributed by Khan et al.…”
Section: Introductionmentioning
confidence: 99%
“…[36] by Sulaiman et al by analyzing heat transfer in micro polar fluid under isothermal as well as iso flux boundary conditions, he further added to the literature in ref. [37] another interesting study entitled mathematical modeling for water and oil saturation during secondary recovery. A computational work of Magneto‐convective heat transfers past inclined surfaces under thermos diffusion was contributed by Khan et al.…”
Section: Introductionmentioning
confidence: 99%