Mass exchange model for relative permeability simulation
This description relates to computer simulation of physical processes, such as computer simulation of multi-species flow through porous media including the determination/estimation of relative permeabilities for the multi-species flow through the porous media.
1. A computer-implemented method for simulating a fluid flow, the method comprising:
simulating, using one or more processors, activity of a multi-phase fluid that includes a first species and a second species, within a volume, the activity of the fluid being simulated so as to model movement of elements of the fluid within the volume, and through porous media;
determining a relative permeability of the first species in the porous media for a first saturation value;
identifying exchange regions in the porous media;
replacing at the identified exchange regions, a first mass of the first species with a first mass of the second species to modify a saturation value for the porous media in the volume;
simulating a subsequent activity of the multi-phase fluid based on the modified saturation value; and
determining a relative permeability of the first species relative to the second species in the volume based on the modified saturation value.
2. The method of claim 1 wherein the first species comprises oil and the second species comprises water.
3. The method of claim 1 , further comprises:
determining a relative permeability of the second species in the volume for the first saturation value; and
determining a relative permeability of the second species in the volume based on the modified saturation value.
4. The method of claim 1 wherein the identifying the exchange regions further comprises:
determining a value that is indicative of movement of the first species within the porous media.
5. The method of claim 4 wherein the identifying the exchange regions further comprises:
identifying a set of convective voxels having a flow rate of the first species, which exceeds a threshold.
6. The method of claim 1 wherein the first mass of the first species and the first mass of the second species are equal masses.
7. The method of claim 1 wherein the replacing further comprises:
iteratively replacing the first mass of the first species with the first mass of the second species over multiple time intervals until a desired saturation value is obtained.
8. The method of claim 7 wherein the first species comprises oil and the second species comprises water.
9. The method of claim 1 wherein porosity in the porous media is represented as a set of voxels that are represented by state vectors, and the simulating activity of the fluid in the porous media further comprises:
performing interaction operations on the state vectors, the interaction operations modeling interactions between elements of the multi-phase fluid flow over different momentum states according to a model of the porosity of the porous media; and
performing first move operations of the state vectors to reflect movement of the elements of the multi-phase fluid flow to new voxels in the volume according to the model.
10. A computer program product tangibly embodied in a computer readable medium, the computer program product including instructions that when executed simulate a physical process fluid flow, the computer program product configured to cause a computer to:
simulate activity of a multi-phase fluid that includes a first species and a second species, within a volume, the activity of the fluid being simulated so as to model movement of elements of the fluid within the volume, and through porous media;
determine a relative permeability of the first species in the porous media for a first saturation value;
identify exchange regions in the porous media;
replace at the identified exchange regions, a first mass of the first species with a first mass of the second species to modify a saturation value for the porous media in the volume;
simulate subsequent activity of the multi-phase fluid based on the modified saturation value; and
determine a relative permeability of the first species relative to the second species in the volume based on the modified saturation value.
11. The computer program product of claim 10 , further comprises instructions to:
determine a relative permeability of the second species in the volume for the first saturation value; and
determine a relative permeability of the second species in the volume based on the modified saturation value.
12. The computer program product of claim 11 wherein the instructions to identify the exchange regions further comprises instructions to:
determine a value that is indicative of movement of the first species within the porous media.
13. The computer program product of claim 12 wherein the instructions to identify the exchange regions further comprises instructions to:
identify a set of convective voxels having a flow rate of the first species, which exceeds a threshold.
14. The computer program product of claim 12 wherein the first mass of the first species and the first mass of the second species are equal masses and the instructions to replace further comprises instructions to:
iteratively replace the first mass of the first species with the first mass of the second species over multiple time intervals until a desired saturation value is obtained.
15. The computer program product of claim 10 wherein porosity in the porous media is represented as a set of voxels that are represented by state vectors, and the instructions to simulate the activity of the fluid in the porous media further comprises instructions to:
perform interaction operations on the state vectors, the interaction operations modeling interactions between elements of the multi-phase fluid flow over different momentum states according to a model of the porosity of the porous media; and
perform first move operations of the state vectors to reflect movement of the elements of the multi-phase fluid flow to new voxels in the volume according to the model.
16. A computer system for simulating a physical process fluid flow, the system comprising:
one or more processor devices;
memory operatively coupled to the one or more processor devices;
a storage medium tangibly storing a computer program including instructions that when executed simulate the physical process fluid flow and to configured the computer system to:
simulate activity of a multi-phase fluid that includes a first species and a second species, within a volume, the activity of the fluid being simulated so as to model movement of elements of the fluid within the volume, and through porous media;
determine a relative permeability of the first species in the porous media for a first saturation value;
identify exchange regions in the porous media;
replace at the identified exchange regions, a first mass of the first species with a first mass of the second species to modify a saturation value for the porous media in the volume;
simulate subsequent activity of the multi-phase fluid based on the modified saturation value; and
determine a relative permeability of the first species relative to the second species in the volume based on the modified saturation value.
17. The computer system of claim 16 wherein the instructions to identify the exchange regions further comprises instructions to:
determine a value that is indicative of movement of the first species within the porous media.
18. The computer system of claim 17 wherein the instructions to identify the exchange regions further comprises instructions to:
identify a set of convective voxels having a flow rate of the first species, which exceeds a threshold.
19. The computer system of claim 16 wherein the first mass of the first species and the first mass of the second species are equal masses and the instructions to replace further comprises instructions to:
iteratively replace the first mass of the first species with the first mass of the second species over multiple time intervals until a desired saturation value is obtained.
20. The computer system of claim 16 wherein porosity in the porous media is represented as a set of voxels that are represented by state vectors, and the instructions to simulate activity of the fluid in the porous media further comprises instructions to:
perform interaction operations on the state vectors, the interaction operations modeling interactions between elements of the multi-phase fluid flow over different momentum states according to a model of the porosity of the porous media; and
perform first move operations of the state vectors to reflect movement of the elements of the multi-phase fluid flow to new voxels in the volume according to the model.