Geosteering control framework
A method can include receiving resistivity data acquired by a downhole tool of a drillstring disposed at least in part in a borehole in a subsurface environment, where the borehole includes a downhole end, and where the borehole defines a borehole axis; generating synthetic resistivity data for a region of the subsurface environment beyond the downhole end of the borehole, where the generating synthetic resistivity includes using at least a portion of the resistivity data; receiving seismic data for the subsurface environment, where the seismic data include spatial locations; inverting at least a portion of the resistivity data, at least a portion of the synthetic resistivity data, and at least a portion of the seismic data to estimate values for a number of physical properties of a portion of the subsurface environment that includes at least a portion of the region of the subsurface environment beyond the downhole end of the borehole; and controlling the drillstring using at least a portion of the values.
1 . A method comprising:
receiving resistivity data acquired by a downhole tool of a drillstring disposed in a borehole in a subsurface environment, wherein the borehole comprises a downhole end, the borehole defines a borehole axis, and the resistivity data is collected uphole of the downhole end of the borehole;
generating, using at least a portion of the resistivity data, synthetic resistivity data for a region of the subsurface environment beyond the downhole end of the borehole;
receiving seismic data for the subsurface environment, wherein the seismic data comprise spatial locations;
applying a joint inversion to at least a portion of the resistivity data uphole of the downhole end of the borehole, at least a portion of the synthetic resistivity data downhole of the downhole end of the borehole, and at least a portion of the seismic data to estimate values for physical properties of a portion of the subsurface environment that includes at least a portion of the region of the subsurface environment beyond the downhole end of the borehole;
based on the physical properties beyond the downhole end of the borehole, identifying an adjustment to a wellbore trajectory to stay within a target area of the subsurface environment beyond the downhole end of the borehole; and
actuating one or more geosteering actuators to adjust a tool trajectory of the downhole tool according to the adjustment to follow the wellbore trajectory and stay within the target area.
2 . The method of claim 1 , wherein the seismic data comprise surface seismic data of the subsurface environment.
3 . The method of claim 1 , wherein the seismic data comprise borehole seismic data.
4 . The method of claim 1 , wherein the seismic data comprise acoustic impedance data.
5 . The method of claim 1 , wherein the physical properties comprise porosity.
6 . The method of claim 1 , wherein the physical properties comprise water saturation.
7 . The method of claim 1 , wherein the physical properties comprise volume of clay.
8 . The method of claim 1 , wherein the physical properties comprise porosity and one or more of water saturation and volume of clay.
9 . The method of claim 1 , wherein the physical properties comprise volume of shale.
10 . The method of claim 1 , wherein applying the joint inversion includes generating uncertainty metrics for the physical properties.
11 . The method of claim 1 , wherein identifying the adjustment to the wellbore trajectory includes identifying the wellbore trajectory in real-time responsive to the receiving of the resistivity data.
12 . The method of claim 1 , wherein the resistivity data comprise vertical resistivity data and horizontal resistivity data.
13 . The method of claim 1 , wherein applying the joint inversion includes applying the joint inversion using one or more rock physics models for one or more lithologies of the subsurface environment.
14 . The method of claim 13 , comprising segmenting at least a portion of the subsurface environment into zones, wherein each of the zones comprises one of the one or more lithologies.
15 . The method of claim 1 , wherein identifying the adjustment to the wellbore trajectory to stay within the target area includes optimizing reservoir contact between the borehole and a reservoir formation of the subsurface environment.
16 . The method of claim 1 , wherein receiving the resistivity data comprises receiving the resistivity data from a downhole logging while drilling tool via mud-pulse telemetry or wired-drill-pipe telemetry and further comprising transmitting the adjustment to one or more downhole tools using the mud-pulse telemetry or the wired-drill-pipe telemetry.
17 . The method of claim 1 , wherein applying the joint inversion includes applying the joint inversion simultaneously to the resistivity data, the synthetic resistivity data, and the seismic data.
18 . The method of claim 1 , wherein there is no distinct spatial division between effects of the resistivity data and the synthetic resistivity data.
19 . A system comprising:
a processor;
memory accessible to the processor; and
processor-executable instructions stored in the memory and executable by the processor to instruct the system to:
receive resistivity data acquired by a downhole tool of a drillstring disposed in a borehole in a subsurface environment, wherein the borehole comprises a downhole end, the borehole defines a borehole axis, and the resistivity data is collected uphole of the downhole end of the borehole;
generate, using at least a portion of the resistivity data, synthetic resistivity data for a region of the subsurface environment beyond the downhole end of the borehole;
receive seismic data for the subsurface environment, wherein the seismic data comprise spatial locations;
apply a joint inversion to at least a portion of the resistivity data uphole of the downhole end of the borehole, at least a portion of the synthetic resistivity data downhole of the downhole end of the borehole, and at least a portion of the seismic data to estimate values for physical properties of a portion of the subsurface environment that includes at least a portion of the region of the subsurface environment beyond the downhole end of the borehole;
based on the physical properties beyond the downhole end of the borehole, identify an adjustment to a wellbore trajectory to stay within a target area of the subsurface environment beyond the downhole end of the borehole; and
actuate one or more geosteering actuators to adjust a tool trajectory of the downhole tool according to the adjustment to follow the wellbore trajectory and stay within the target area.
20 . One or more non-transitory computer-readable storage media comprising processor-executable instructions executable to instruct a processor to:
receive resistivity data acquired by a downhole tool of a drillstring disposed in a borehole in a subsurface environment, wherein the borehole comprises a downhole end, the borehole defines a borehole axis, and the resistivity data is collected uphole of the downhole end of the borehole;
generate, using at least a portion of the resistivity data, synthetic resistivity data for a region of the subsurface environment beyond the downhole end of the borehole;
receive seismic data for the subsurface environment, wherein the seismic data comprise spatial locations;
apply a joint inversion to at least a portion of the resistivity data uphole of the downhole end of the borehole, at least a portion of the synthetic resistivity data downhole of the downhole end of the borehole, and at least a portion of the seismic data to estimate values for physical properties of a portion of the subsurface environment that includes at least a portion of the region of the subsurface environment beyond the downhole end of the borehole;
based on the physical properties beyond the downhole end of the borehole, identify an adjustment to a wellbore trajectory to stay within a target area of the subsurface environment beyond the downhole end of the borehole; and
actuate one or more geosteering actuators to adjust a tool trajectory of the downhole tool according to the adjustment to follow the wellbore trajectory and stay within the target area.