Systems and processes for building multiple equiprobable coherent geometrical models of the subsurface
View Patent ↗A method, apparatus and system for, in a computing system, perturbing an initial three-dimensional (3D) geological model using a 3D vector field. A coherent 3D vector field including 3D vectors may be generated where each 3D vector of the 3D vector field is associated with a node of the initial 3D geological model and has a magnitude within a range of uncertainty of the node of the initial 3D geological model associated therewith. The coherent 3D vector field may be applied to the initial 3D geological model associated therewith to generate an perturbed 3D model. The perturbed 3D model may differ from the initial 3D geological model by a displacement defined by the 3D vector field associated with nodes having uncertain values. The perturbed 3D model may be displayed.
1. A method for perturbing an initial three-dimensional (3D) geological model including a fault using a 3D vector field, the method comprising:
generating a coherent 3D vector field comprising 3D vectors, wherein each 3D vector of the 3D vector field is associated with a node of the initial 3D geological model and has a magnitude within a range of uncertainty of the node of the initial 3D geological model associated therewith; and
applying the coherent 3D vector field to the initial 3D geological model including the fault to generate a perturbed 3D model, wherein the perturbed 3D model differs from the initial 3D geological model by a displacement defined by the 3D vector field associated with nodes having uncertain values, wherein the 3D vector field is coherent such that the divergence of the 3D vector field is greater than (−1) and less than ( 3/2); and
displaying the perturbed 3D model.
2. The method of claim 1 , comprising applying separately one or more additional different 3D vector fields to the initial 3D geological model to generate a plurality of perturbed 3D models.
3. The method of claim 1 , wherein the 3D vector field is coherent such that, for any infinitely small polyhedral volume having vertices and faces in the initial 3D geological model, the vertices are never displaced across any of the polyhedron faces.
4. The method of claim 1 , wherein the 3D vector field is equal to the gradient of a 3D scalar field.
5. The method of claim 1 , comprising representing the 3D vector field at the nodes of a first mesh and representing the initial 3D geological model by a second mesh, wherein applying the 3D vector field to the initial 3D geological model comprises moving the nodes of a second mesh.
6. The method of claim 1 , wherein the 3D geological model has three dimensions, and wherein the 3D vector field associated with each node of the 3D geological model is defined by three values, each of which corresponds to a different one of the three dimensions of the 3D geological model.
7. The method of claim 1 , wherein the uncertainty at the nodes of the initial 3D geological model corresponds to uncertainty of a location of a fault.
8. The method of claim 1 , wherein the uncertainty at the nodes of the initial 3D geological model corresponds to uncertainty of a seismic velocity field.
9. The method of claim 1 , wherein the uncertainty at the nodes is proportional to the wavelength of data reflected from a subsurface geological feature.
10. The method of claim 1 , comprising accepting a set of data reflected from a subsurface geological feature.
11. The method of claim 1 , wherein the vector field is a combination of two or more distinct vector fields, each of which is associated with a different type of uncertainty.
12. The method of claim 1 , wherein each of the nodes of the initial 3D geological model is associated with a first parameter proportional to geological time, the method comprising perturbing a set of the nodes by associating a second parameter with each node, wherein the derivative of the second parameter relative to the first parameter is greater than (−1).
13. The method of claim 1 , wherein the fault is a non-vertical fault.
14. A system configured to perturb an initial three-dimensional (3D) geological model including a fault using a 3D vector field, the system comprising:
a memory to store the initial 3D geological model; and
a processor configured to generate a coherent 3D vector field comprising 3D vectors, wherein each 3D vector of the 3D vector field is associated with a node of the initial 3D geological model and has a magnitude within a range of uncertainty of the node of the initial 3D geological model including the fault and to apply the coherent 3D vector field to the initial 3D geological model associated therewith to generate a perturbed 3D model, wherein the perturbed 3D model differs from the initial 3D geological model by a displacement defined by the 3D vector field associated with nodes having uncertain values, wherein the processor is configured to generate the 3D vector field to be coherent such that the divergence of the 3D vector field is greater than (−1) and less than ( 3/2);and
a display to display the perturbed 3D model.
15. The system of claim 14 , wherein the processor is configured to separately apply one or more additional different 3D vector fields to the initial 3D geological model to generate a plurality of perturbed 3D models.
16. The system of claim 14 , wherein the processor is configured to generate the 3D vector field to be coherent such that, for any infinitely small polyhedral volume having vertices and faces in the initial 3D geological model, the vertices are never displaced across any of the polyhedron faces.
17. The system of claim 14 , wherein the processor is configured to generate the 3D vector field to be equal to the gradient of a 3D scalar field.
18. The system of claim 14 , wherein the processor is configured to represent the 3D vector field at the nodes of a first mesh and represent the initial 3D geological model by a second mesh, wherein the processor displaces the nodes of a second mesh by applying the 3D vector field to the initial 3D geological model.
19. The system of claim 14 , wherein the processor is configured to generate the initial 3D geological model to have three dimensions and to generate the 3D vector field associated with each node of the 3D geological model to be defined by three values, each of which corresponds to a different one of the three dimensions of the 3D geological model.
20. The system of claim 14 , wherein the uncertainty at the nodes of the initial 3D geological model corresponds to uncertainty of a location of a fault.
21. The system of claim 14 , wherein the uncertainty at the nodes of the initial 3D geological model corresponds to uncertainty of a seismic velocity field.
22. The system of claim 14 , wherein the uncertainty at the nodes is proportional to the wavelength of data reflected from a subsurface geological feature.
23. The system of claim 14 , comprising a receiving unit configured to receive a set of data reflected from a subsurface geological feature, wherein the initial 3D geological model uses the reflected set of data to model the subsurface geological feature.
24. The system of claim 14 , wherein the processor is configured to generate the vector field to be a combination of two or more distinct vector fields, each of which is associated with a different type of uncertainty.
25. The system of claim 14 , wherein the processor is configured to associate each of the nodes of the initial 3D geological model with a first parameter proportional to geological time and to perturb a set of the nodes by associating a second parameter with each node, wherein the derivative of the second parameter relative to the first parameter is greater than (−1).