Comparative Analysis of Mathematical Models of Capillary Imbibition on Experimental Data
Author(s):
Oleg Igorevich Tsykunov
Chief specialist Gazpromneft STC
Postgraduate student at the Institute of Physics and Mechanics of Peter the Great St. Petersburg Polytechnic University
Tsykunov.OI@gazpromneft-ntc.ru
Abstract:
In this paper, a comparative analysis of various approaches to modeling the process of capillary imbibition in oil-saturated rocks is carried out. Today, the permeability of developed oil fields is decreasing, due to which capillary processes begin to make a significant contribution to filtration. Therefore, the issue of reservoir-scale imbibition modeling is becoming increasingly relevant. Capillary imbibition is a process of spontaneous filtration of a liquid into a porous medium under the action of capillary forces. The aim of the study is to analyze approaches to the mathematical description of this process. To do this, one-dimensional models of single-phase imbibition by Handy, Lee and Horn, Benavente and Kai are considered, the Schmid one-dimensional two-phase imbibition equation is solved, and the ability of the filtration model in the tNavigator software package to predict imbibition is checked. For verification, real experiments on core are simulated. Based on the simulation results, conclusions are drawn that single-phase models have an increased error due to the interaction of water with the second phase and non-physical values of free parameters, which is why it is not recommended to scale them to large rock volumes. The two-phase model does not consider gravity, due to which the error increases at the last stages of vertical imbibition, so this approach must be modified to consider gravitational forces in the imbibition equation. A numerical one-dimensional experiment on a hydrodynamic simulator using the proposed core modeling technique showed the best convergence with experimental data with an error of 1 to 4%, which is why it is recommended for modeling capillary processes on the scale of a well.
Keywords
- Capillary imbibition
- capillary imbibition model
- hydrodynamics
- oil
References:
- Leverett M. C. Capillary behaviour in porous solids. Transactions of the AIME, 142:159-172, 1941
- Behbahani, H. Sh., Di Donato, G., & Blunt, M. J. (2006). Simulation of counter-current imbibition in water-wet fractured reservoirs. In Journal of Petroleum Science and Engineering (Vol. 50, Issue 1, pp. 21-39). Elsevier BV
- Tsykunov. O. I., Kaeshkov I. S. (2023). Analysis of the effectiveness of water Huff and Puff technology based on global application experience and laboratory researches. In Bulletin of the Tomsk Polytechnic University Geo Assets Engineering (Vol. 334, Issue 4, pp. 22-33). National Research Tomsk Polytechnic University
- Cai, J., Perfect, E., Cheng, C. -L., & Hu, X. (2014). Generalized Modeling of Spontaneous Imbibition Based on Hagen-Poiseuille Flow in Tortuous Capillaries with Variably Shaped Apertures. In Langmuir (Vol. 30, Issue 18, pp. 5142-5151). American Chemical Society (ACS)
- Wang, Z., Yang, Z., Ding, Y., Lin, W., He, Y., & Duan, X. (2018). A Generalized Capillary Imbibition Model for Porous Media in Tight Reservoirs. In Advances in Civil Engineering (Vol. 2018, pp. 1-8). Hindawi Limited
- Schmid, K. S., Alyafei, N. ., Geiger, S. ., & Blunt, M. J. (2016). Analytical Solutions for Spontaneous Imbibition: Fractional-Flow Theory and Experimental Analysis. In SPE Journal (Vol. 21, Issue 06, pp. 2308-2316). Society of Petroleum Engineers (SPE)
- Li, S., Ding, Y., Cai, B., Lu, Y., & Gu, D. (2016). Solution for counter-current imbibition of 1D immiscible two-phase flow in tight oil reservoir. In Journal of Petroleum Exploration and Production Technology (Vol. 7, Issue 3, pp. 727-733). Springer Science and Business Media LLC
- Barabanov, V. L. Fractal model of the initial stage of capillary imbibition of rocks / V. L. Barabanov // Georesources, geoenergetics, geopolitics. - 2016. - № 1(13). - P. 5
- Bell, J. M.; Cameron, F. K. The flow of liquids through capillary spaces. J. Phys. Chem. 1906, 10, 658− 674
- Lucas, R. Rate of capillary ascension of liquids. Kolloid Z. 1918, 23, 15− 22
- Washburn, E. W. Dynamics of capillary flow. Phys. Rev. 1921, 17, 273− 283
- Handy, L. L. (1960). Determination of Effective Capillary Pressures for Porous Media from Imbibition Data. In Transactions of the AIME (Vol. 219, Issue 01, pp. 75-80). Society of Petroleum Engineers (SPE)
- Zhilin, A. A. Physico-mathematical modeling of capillary imbibition processes of porous materials / A. A. Zhilin, A. V. Fedorov // Applied mechanics and technical physics. - 2009. - Vol. 50, No. 1(293). - pp. 42-51
- Li, K., & Horne, R. N. (2004). An Analytical Scaling Method for Spontaneous Imbibition in Gas/Water/Rock Systems. In SPE Journal (Vol. 9, Issue 03, pp. 322-329). Society of Petroleum Engineers (SPE). h
- Benavente, D., Lock, P., Á ngeles Garcí a Del Cura, M., & Ordó ñ ez, S. (2002). In Transport in Porous Media (Vol. 49, Issue 1, pp. 59-76). Springer Science and Business Media LLC
- Cai, J., Perfect, E., Cheng, C. -L., & Hu, X. (2014). Generalized Modeling of Spontaneous Imbibition Based on Hagen-Poiseuille Flow in Tortuous Capillaries with Variably Shaped Apertures. In Langmuir (Vol. 30, Issue 18, pp. 5142-5151). American Chemical Society (ACS)
- Fries, N., & Dreyer, M. (2008). An analytic solution of capillary rise restrained by gravity. In Journal of Colloid and Interface Science (Vol. 320, Issue 1, pp. 259-263). Elsevier BV
- Buckley, S. E., & Leverett, M. C. (1942). Mechanism of Fluid Displacement in Sands. In Transactions of the AIME (Vol. 146, Issue 01, pp. 107-116). Society of Petroleum Engineers (SPE)
- Barabanov, VL Empirical parameters of the model of countercurrent capillary imbibition of rocks / VL Barabanov // Geophysical Research. - 2014. - T. 15, No. 1. - S. 27-52
- Telegin, I. G. The influence of the type of functional parameters of a mathematical model on the solution of the problem of countercurrent capillary imbibition / I. G. Telegin, O. B. Bocharov // Izvestiya of higher educational institutions. Oil and gas. - 2018. - № 3(129). - Pp. 63-69
- Schmid, K. S., Alyafei, N., Geiger, S. ., & Blunt, M. J. (2016). Analytical Solutions for Spontaneous Imbibition: Fractional-Flow Theory and Experimental Analysis. In SPE Journal (Vol. 21, Issue 06, pp. 2308-2316). Society of Petroleum Engineers (SPE)
- Corey, A. T. 1954. The interrelation between gas and oil relative permeabilities. Producers Monthly 19 (November): 38-41
- Bourbiaux, B. J., & Kalaydjian, F. J. (1990). Experimental Study of Cocurrent and Countercurrent Flows in Natural Porous Media. In SPE Reservoir Engineering (Vol. 5, Issue 03, pp. 361-368). Society of Petroleum Engineers (SPE)
- Hatiboglu, C. U., & Babadagli, T. (2004). Experimental Analysis of Primary and Secondary Oil Recovery from Matrix by Counter-Current Diffusion and Spontaneous Imbibition. In All Days. SPE Annual Technical Conference and Exhibition. SPE
- Zhang, X., Morrow, N. R., & Ma, S. (1996). Experimental Verification of a Modified Scaling Group for Spontaneous Imbibition. In SPE Reservoir Engineering (Vol. 11, Issue 04, pp. 280-285). Society of Petroleum Engineers (SPE)
- Zhou, X., Morrow, N. R., & Ma, S. (2000). Interrelationship of Wettability, Initial Water Saturation, Aging Time, and Oil Recovery by Spontaneous Imbibition and Waterflooding. In SPE Journal (Vol. 5, Issue 02, pp. 199-207). Society of Petroleum Engineers (SPE)
- Kovalev A. L. Application of the tNavigator simulator to assess the salinization of the reservoir for the development of an oil and gas condensate field / Korchazhkina I. Yu., Savchenko N. V., Fomin E. L., Sheberstov E. V., Kuzovkov A. A. // Vesti gazovoy nauki. 2017. No. 2 (30)
- Vorobyov K. A. Digitalization of the oil industry: technology of " digital" core / Vorobyov A. E., Tcharo H. // Bulletin of Eurasian Science. 2018. №3
- Barabanov, V. L. Fractal properties of capillary imbibition of rocks: laboratory experiments / V. L. Barabanov, A. A. Lyubushin // Geology, geophysics and development of oil and gas fields. - 2014. - No. 2. - pp. 49-58