Analysis of the numerical simulation of a tilted heterogeneous reservoir using the black oil model

Authors

DOI:

https://doi.org/10.21712/lajer.2026.v13.n1.p17-28

Keywords:

reservoir simulation, Petroleum

Abstract

Numerical simulation is a fundamental tool for reservoir engineering, as it allows the optimization of production in hydrocarbon reservoirs. This study aims to analyze the dynamic behavior of a heterogeneous reservoir using the three-phase Black Oil model, through the open source simulator Open Porous Media (OPM Flow), with the visualization of the results through the ResInsight software. The model used was SPE9. Composed of 25 producing wells and 1 water injection well, covering a Cartesian grid of 9,000 blocks, with top depths ranging from 9,000 and 10,216 feet and with a porosity of 0.08 to 0.17. The methodology used was divided into 3 stages: pre-processing, processing and post-processing, with the implementation of mass conservation laws and Darcy's law. The numerical model was discretized by finite volumes and solved by Newton's method. The analysis of the results showed variations in pressure over the simulation time. The results show the importance of simulation for decision-making in reservoir engineering.

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Author Biographies

  • Guilherme Souza Santos, UFES

    Guilherme Souza Santos, 22 years old, from Várzea da Palma/MG. Studying Petroleum Engineering at UFES. During my technical course in building construction, I developed projects using AutoCAD. At the beginning of my undergraduate studies, I gained experience with Fusion 360, software that I also used later to complement projects. Throughout my undergraduate studies, I gained experience in programming languages ​​(MATLAB), reservoir simulations (Black Oil) with OPM Flow, CFD problems with OpenFOAM, and the use of data post-processors. Currently, I work with LogView in a study focused on well geophysics.

  • Marlon Schmidt de Souza, UFES

    Marlon Schmidt de Souza is currently a student at the Federal University of Espírito Santo (UFES), consolidating his training in Petroleum Engineering. His academic journey began at the Federal Institute of Espírito Santo (IFES), where he obtained an excellent technical education in Building Construction.

    This robust technical foundation, acquired at IFES, served as the basis for the development of his skills in the university setting. At UFES, the student has been actively dedicated to research and project development, demonstrating a practical engagement with the field of knowledge.

    Additionally, his contribution to the teaching pillar was marked by his experience as a teaching assistant, where he was able to disseminate knowledge and provide academic support to colleagues, reinforcing the university triad of teaching, research, and outreach. His current focus on projects at UFES signals a promising transition towards the practical and innovative application of acquired knowledge, preparing him for future contributions in the academic and professional landscape.

References

Baxendale, D (2022). OPM Flow Reference Manual - Equinor ASA. Oslo: Heyerdahlsvei

Dake, L. P (1978). Fundamentals of Reservoir Engineering. Amsterdam: Elsevier.

Lake, L. W (1989). Enhanced Oil Recovery. Prentice-Hall Inc., Englewood Cliffs.

Published

04/30/2026

Issue

Section

Petróleo e Gás Natural

How to Cite

Santos, G. and Souza, M. (2026) “Analysis of the numerical simulation of a tilted heterogeneous reservoir using the black oil model”, Latin American Journal of Energy Research, 13(1), pp. 17–28. doi:10.21712/lajer.2026.v13.n1.p17-28.

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