Time-space fractional derivative models for CO2 transport in heterogeneous media

Abstract This study is mainly to explore gas transport process in heterogeneous media, which is to lay the foundation for oil-gas exploitation and development. Anomalous transport is observed to be ubiquitous in complex geological formations and has a paramount impact on petroleum engineering. Simultaneously, the random motion of particles usually exhibits obvious path- and history- dependent behaviors. This paper investigates the time-space fractional derivative models as a potential explanation for the time memory of long waiting time and the space non-locality of large regional-scale. A one-dimensional fractional advection-dispersion equation (FADE) based on fractional Fick’s law is firstly used to accurately describe the transport of Carbon dioxide (CO2) in complex media. The new fractional Darcy-advection-dispersion equation (FDADE) model has subsequently been proposed to make a comparison with FADE model and demonstrate its physical mechanism. Finally, the priori estimation of the parameters (fractional derivative index) in fractional derivative models and corresponding physical explanation are presented. Combined with experimental data, the numerical simulations show the fractional derivative models can well characterize the heavy-tailed and early breakthrough phenomenon of CO2 transport.

[1]  Chaodong Yang,et al.  New Experimental Method for Measuring Gas Diffusivity in Heavy Oil by the Dynamic Pendant Drop Volume Analysis (DPDVA) , 2005 .

[2]  C. Zheng,et al.  A time fractional convection–diffusion equation to model gas transport through heterogeneous soil and gas reservoirs , 2018, Physica A: Statistical Mechanics and its Applications.

[3]  Guntis Moritis EOR continues to unlock oil resources , 2004 .

[4]  S. Ayatollahi,et al.  The Gas–Oil Interfacial Behavior during Gas Injection into an Asphaltenic Oil Reservoir , 2013 .

[5]  D. Benson,et al.  Hydraulic conductivity, velocity, and the order of the fractional dispersion derivative in a highly heterogeneous system , 2002 .

[6]  Virginia Kiryakova,et al.  A BRIEF STORY ABOUT THE OPERATORS OF THE GENERALIZED FRACTIONAL CALCULUS , 2008 .

[7]  Yuri Luchko,et al.  Initial-boundary-value problems for the one-dimensional time-fractional diffusion equation , 2011, 1111.2961.

[8]  D. Benson,et al.  Time and space nonlocalities underlying fractional-derivative models: Distinction and literature review of field applications , 2009 .

[9]  M. Johns,et al.  Dispersion of supercritical CO2 and CH4 in consolidated porous media for enhanced gas recovery simulations , 2013 .

[10]  Eduardo Manrique,et al.  EOR Field Experiences in Carbonate Reservoirs in the United States , 2007 .

[11]  R. Gorenflo,et al.  Discrete random walk models for space-time fractional diffusion , 2002, cond-mat/0702072.

[12]  Wei Zhang,et al.  Fractional time-dependent Bingham model for muddy clay , 2012 .

[13]  Tore A. Torp,et al.  Demonstrating storage of CO2 in geological reservoirs: The Sleipner and SACS projects , 2004 .

[14]  Y. Pachepsky,et al.  Modelling solute transport in soil columns using advective-dispersive equations with fractional spatial derivatives , 2010, Adv. Eng. Softw..

[15]  Jun Wang,et al.  The model and algorithm of a new numerical simulation software for low permeability reservoirs , 2011 .

[16]  Vladimir Alvarado,et al.  Enhanced Oil Recovery: An Update Review , 2010 .

[17]  T. K. Perkins,et al.  A Review of Diffusion and Dispersion in Porous Media , 1963 .

[18]  S. Thomas Enhanced Oil Recovery - An Overview , 2008 .

[19]  J. Bouchaud,et al.  Anomalous diffusion in disordered media: Statistical mechanisms, models and physical applications , 1990 .

[20]  D. Rycroft,et al.  Hydraulic conductivity , 2020, Modern Land Drainage.

[21]  R. J. Blackwell,et al.  Laboratory Studies of Microscopic Dispersion Phenomena , 1962 .

[22]  David A. Benson,et al.  Space-fractional advection-dispersion equations with variable parameters : Diverse formulas , numerical solutions , and application to the MADE-site data , 2007 .

[23]  Horst Fichtner,et al.  The space-fractional diffusion-advection equation: Analytical solutions and critical assessment of numerical solutions , 2013, 1309.4263.

[24]  Changpin Li,et al.  Fractional differential models for anomalous diffusion , 2010 .

[25]  D. Zhao,et al.  Utilization of produced gas of CO2 flooding to improve oil recovery , 2014 .

[26]  Abdolvahab Honari,et al.  Enhanced gas recovery with CO2 sequestration: The effect of medium heterogeneity on the dispersion of supercritical CO2-CH4 , 2015 .

[27]  David A. Benson,et al.  On Using Random Walks to Solve the Space-Fractional Advection-Dispersion Equations , 2006 .

[28]  N. Malik,et al.  Time-fractional nonlinear gas transport equation in tight porous media: An application in unconventional gas reservoirs , 2014, ICFDA'14 International Conference on Fractional Differentiation and Its Applications 2014.

[29]  Yan Wang Anomalous transport in weakly heterogeneous geological porous media , 2013 .

[30]  Jack Eggleston,et al.  Identification of large‐scale hydraulic conductivity trends and the influence of trends on contaminant transport , 1998 .

[31]  L. Gelhar,et al.  Field study of dispersion in a heterogeneous aquifer: 2. Spatial moments analysis , 1992 .

[32]  Hong Wang,et al.  Numerical simulation for conservative fractional diffusion equations by an expanded mixed formulation , 2016, J. Comput. Appl. Math..

[33]  E. Eric Adams,et al.  Field study of dispersion in a heterogeneous aquifer: 4. Investigation of adsorption and sampling bias , 1992 .

[34]  Steven G. Jones,et al.  Acid-gas injection design reguires numerous considerations , 2004 .

[35]  Fractional Transport Models for Shale Gas in Tight Porous Media , 2016 .

[36]  David A. Benson,et al.  Space‐fractional advection‐dispersion equations with variable parameters: Diverse formulas, numerical solutions, and application to the Macrodispersion Experiment site data , 2007 .

[37]  S. J. Vogt,et al.  The impact of residual water on CH4-CO2 dispersion in consolidated rock cores , 2016 .

[38]  J. Seo,et al.  Experimental and Simulation Studies of Sequestration of Supercritical Carbon Dioxide in Depleted Gas Reservoirs , 2005 .

[39]  R. Garra,et al.  Application of the nonlocal Darcy law to the propagation of nonlinear thermoelastic waves in fluid saturated porous media , 2013 .

[40]  V E Lynch,et al.  Front dynamics in reaction-diffusion systems with Levy flights: a fractional diffusion approach. , 2002, Physical review letters.

[41]  Yu Liu,et al.  A rapid method for the measurement and estimation of CO2 diffusivity in liquid hydrocarbon-saturated porous media using MRI. , 2016, Magnetic resonance imaging.