Review Article

Review of Sand Production Prediction Models

Table 1

Summary of the numerical works on sand production in the literature (continuum approach).

ModelGeometry and solution methodYieldHardening/  
softening
CouplingPhasesSanding criteriaPermeability alteration in the sanded zoneOther features

Morita et al. [25], Morita et al. [26], Burton et al. [27]3D; finite element (FE)
(SAND3D software)
Kinematic model with a capyes (flow friction)Iteratively coupled(1) Fluid
(2) Solid
Maximum plastic strain limitNo change(1) Only the onset of sanding
(2) Burton applied it for gas reservoirs

(Vardoulakis et al. [7])1D; finite difference (FD)N/AN/AFluid flow and erosion are coupled(1) Fluid
(2) Fluidized solid
Erosion   
(Carman-Kozeny)
(1) Only hydromechanical effects; equilibrium eqn. is not solved
(2) Sand deposition is neglected in modeling

Skjaerstein et al. [28] 1D; FDN/AN/AFluid flow and erosion are coupled.(1) Fluid
(2) Fluidized solid
Erosion   
(found experimentally)
Forcheimer’s law was used instead of Darcy’s law to account for turbulence

Papamichos and Malmanger [29] 2D Axial symmetry and 3D; FE; Newoton-Paphson (NR) iterationsMCYesFully coupled(1) Fluid
(2) Solid
(3) Fluidized solid
Erosion
  
Tension cut-off: function of both plastic strain and porosity; by the factor

Papamichos et al. [9]2D Axial symmetry; FEM; NR iterationsMCYesFully coupled(1) fluid
(2) solid
ErosionCarman-KozenyTension cut-off and Young mod changed by the factor

Yi [30]2D axial symmetry; FDMCNo(1) Fluid
(2) Solid
(3) Fluidized sand
Erosion Sand deposition in porous media is considered

Vaziri et al. [31]2D axial symmetry; FE; fully-implicitModified MC with tensile failureYesFully coupled(1) Fluid
(2) Solid
Tensile failure Zero stiffness, compressibility and high k for the liquefied tensile zone

Wang and Xue [32]FE; Crank-Nicholson for time integrationMCNoFully coupled(1) Oil
(2) Water
(3) Solid
(4) Fluidized sand
ErosionKozeny-Poiseuille law and Carman-Kozeny

Chin and Ramos [33]2D and 3D; FE; explicit; NR iterationDrucker-PragerNoCoupled(1) Fluid
(2) Solid
Shear dilationPower law with porosity (exponent = 5.6)Porosity is changed as a function of plastic volumetric strain

Nouri et al. [34]2D plane strain; FDBilinear MCYesFully coupled(1) Fluid
(2) Solid
Tensile failure or shear-failed element falls in tension0Capillary is considered as a residual cohesion

Wang et al. [35]2D; FEDrucker-PragerNoFully coupled(1) Solid
(2) Fluidized solid  
(3) Oil
(4) Water
(5) Gas
Cohesion and friction drop linearly with porosity

Servant et al. [36]2D; FEMCNoIteratively coupled(1) Fluid
(2) Solid
(3) Fluidized solid
YieldingNot mentionedFailed material is treated as a Poiseuille fluid.
Constant viscosity for the slurry

Detournay et al. [11] 2D; FDMCYesIteratively coupled(1) Fluid
(2) Solid
Erosion Bulk mod. Change by

Nouri et al. [12]2D axial symmetry; FDBilinear MCYesIteratively coupled(1) Fluid
(2) Solid
Tensile failure or a shear-failed element falls in tension

Nouri et al. [37]FE; NR iterationsMCYesFully coupled(1) Fluid
(2) Solid
Tension0Adaptive mesh is used

Nouri et al. [38], Vaziri et al. [14]2D plane strain and axial symmetry; FDBilinear MCYesIteratively coupled(1) Fluid
(2) Solid
Complete degradation and tensile mean effective stressHigh permeability is assigned to infill materials (elements that satisfy sanding criteria) WH pulsing is included in the model, and stiffness changes with sanding (Vaziri et al. [14])

Detournay [15]2D plane strain; FDDouble-yieldYesIteratively coupled(1) Fluid
(2) Solid
Same as (Detournay et al. [11]) Not mentionedOnly cap yielding is considered

Nouri et al. [16] All the features are the same as (Nouri et al. [38]) but fracture energy regularization is applied to remove mesh dependency and the calibration of hardening/softening behavior is discussed thoroughly

Kim et al. [17]3D; FDMCYesNot mentioned(1) Fluid
(2) Solid
Calculated from force balance on the element N/A (element removal)No calibration parameter to match the experiment is used and yet a good match is observed

Wang et al. [23]2D; FE
(ELFEN software)
Soft rock modelYesFully coupled(1) Fluid
(2) Solid
Displacement (the materials passing the wellface are removed)K changes as a function of dilation or volumetric strain: (1) Adaptive mesh
(2) Arbitrary Largrangian Eulerian formulation
(3) Fracture Energy Regularization

Azadbakht et al.  
[39]
2D, FE for fluid and FD for solidBilinear MCYesSequentially coupled(1) Fluid
(2) Solid
Erosion
K changes linearly with porosity
Water effect is considered by reducing the cohesion
Bulk moduli change linearly with porosity
After critical porosity, residual properties are assigned to the element as infill material