Systems and methods for locating and imaging proppant in an induced fracture
View Patent ↗Born Scattering Inversion (BSI) systems and methods are disclosed. A BSI system may be incorporated in a well system for accessing natural gas, oil and geothermal reserves in a geologic formation beneath the surface of the Earth. The BSI system may be used to generate a three-dimensional image of a proppant-filled hydraulically-induced fracture in the geologic formation. The BSI system may include computing equipment and sensors for measuring electromagnetic fields in the vicinity of the fracture before and after the fracture is generated, adjusting the parameters of a first Born approximation model of a scattered component of the surface electromagnetic fields using the measured electromagnetic fields, and generating the image of the proppant-filled fracture using the adjusted parameters.
1. A method, comprising:
determining a plurality of scattered electromagnetic field values using a model having adjustable parameters;
performing a hydraulic fracturing operation to create a fracture in a geologic formation;
providing an electromagnetically suitable proppant into the fracture;
gathering, prior to the hydraulic fracturing operation, a plurality of measured electromagnetic field values at a first plurality of sensor locations;
gathering, with the electromagnetically suitable proppant in the fracture, an additional plurality of measured electromagnetic field values at a second plurality of sensor locations;
determining a difference between the plurality of measured electromagnetic field values and the additional plurality of measured electromagnetic field values; and
modifying at least some of the adjustable parameters based on a comparison of the difference with the plurality of scattered electromagnetic field values.
2. The method defined in claim 1 , wherein the model comprises a first Born approximation model, wherein the first plurality of sensor locations is the same as the second plurality of sensor locations, and wherein determining the plurality of scattered electromagnetic field values using the model having the adjustable parameters comprises:
determining a plurality of primary electromagnetic field values at a set of predetermined locations within a volume of Earth that at least partially includes a geologic formation; and
determining the plurality of scattered electromagnetic field values at the first plurality of sensor locations using the first Born approximation model and using the determined plurality of primary electromagnetic fields.
3. The method defined in claim 2 , further comprising:
applying an electric current to a well bore that extends from a surface of the Earth to the geologic formation.
4. The method defined in claim 2 , wherein modifying the at least some of the adjustable parameters based on the comparison of the plurality of scattered electromagnetic field values with the difference comprises determining a set of adjusted parameters that minimize an additional difference between the difference and the determined plurality of scattered electromagnetic field values.
5. The method defined in claim 4 , further comprising determining a location of the proppant within the fracture using the set of adjusted parameters and the set of predetermined locations within the volume.
6. The method defined in claim 5 , wherein the first Born approximation model comprises a plurality of Born scatterers, each located at one of the set of predetermined locations within the volume.
7. The method defined in claim 4 , further comprising generating an image of the proppant within the fracture using the set of adjusted parameters and the set of predetermined locations within the volume.
8. The method defined in claim 7 , wherein the image comprises a three-dimensional image of the fracture.
9. A system, comprising:
a conductive well casing in a well bore that extends from a surface of Earth to a geologic formation within the Earth;
an electricity source conductively coupled to the conductive well casing;
a proppant in a fracture in the geologic formation and conductively coupled to the well casing;
a plurality of sensors at a corresponding plurality of sensor locations, wherein the sensors are configured to gather electromagnetic field data generated when a current is applied to the conductive well casing using the electricity source; and
computing equipment including:
memory that stores a plurality of predicted electromagnetic field values at the plurality of sensor locations based on a first Born approximation model that includes a plurality of adjustable scaling factors; and
a processor configured to receive the electromagnetic field data from the plurality of sensors, adjust the adjustable scaling factors based on the electromagnetic field data, and generate an image of the proppant using the adjusted adjustable scaling factors.
10. The system defined in claim 9 , wherein the adjust able scaling factors comprise scattering amplitudes of a corresponding plurality of Born scatterers.