Geosteering control framework
A method can include acquiring resistivity measurements using a downhole tool of a drillstring disposed in a borehole in a subsurface environment; performing a resistivity measurement-based inversion to generate a structural representation of a portion of the subsurface environment that includes an end of the borehole; generating a control instruction using an artificial intelligence framework and the structural representation, where the control instruction is for lengthening the borehole along a current borehole trajectory or a different borehole trajectory; and controlling the drillstring to lengthen the borehole based on the control instruction.
1 . A method comprising:
acquiring resistivity measurements using a downhole tool of a drillstring disposed in a borehole in a subsurface environment;
performing a resistivity measurement-based inversion to generate a structural representation of a portion of the subsurface environment that includes an end of the borehole;
generating a control instruction using an artificial intelligence framework and the structural representation, wherein the control instruction is for lengthening the borehole along a current borehole trajectory or a different borehole trajectory; and
controlling the drillstring to lengthen the borehole based on the control instruction.
2 . The method of claim 1 , comprising determining the at least a portion of the resistivity measurements downhole using circuitry of the downhole tool.
3 . The method of claim 2 , wherein the determining comprises assessing a dimensional characteristic of the subsurface environment in a region about the borehole.
4 . The method of claim 3 , wherein the dimensional characteristic comprises a one-dimensional characteristic or a non-one-dimensional characteristic.
5 . The method of claim 1 , wherein the resistivity measurements comprise shallow, medium, and deep classes of resistivity measurements.
6 . The method of claim 5 , wherein the at least a portion of the resistivity measurements comprise a downhole tool-based automated selection of one or more of the shallow, medium, and deep classes of resistivity measurements.
7 . The method of claim 1 , wherein the generating is based at least in part on mechanical properties of the borehole and based at least in part on rock properties of the subsurface environment.
8 . The method of claim 7 , wherein the generating is based at least in part on drilling mechanics that depend on one or more of rate of penetration, rotation per minute of a drill bit, and weight on the drill bit.
9 . The method of claim 1 , wherein the control instruction is for lengthening the borehole along a different borehole trajectory, execution of the control instruction adjusts an angle of a drill bit of the drillstring.
10 . The method of claim 9 , wherein the angle comprises a build angle or a drop angle.
11 . The method of claim 1 , wherein the control instruction is for lengthening the borehole along a current trajectory, execution of the control instruction holds an angle of a drill bit of the drillstring.
12 . The method of claim 1 , wherein the control instruction is associated with one or more other control instructions for one or more pieces of surface equipment.
13 . The method of claim 12 , wherein the one or more pieces of surface equipment comprise one or more of a top drive for rotational control, a drawworks for weight on bit control, and a mud pump for drilling fluid flow control.
14 . The method of claim 1 , wherein the generating comprises interpreting one or more boundaries for formations in the subsurface environment, wherein a pay zone exists between two of the boundaries, and wherein the controlling the drillstring to lengthen the borehole lengthens the borehole in the pay zone.
15 . The method of claim 14 , wherein the generating comprises predicting formation locations beyond an end of the borehole in the subsurface environment using one or more of the one or more boundaries.
16 . The method of claim 15 , wherein the generating comprises identifying a target using the predicted formation locations beyond the end of the borehole.
17 . The method of claim 16 , wherein the generating comprises creating a working plan with a path to the target.
18 . The method of claim 17 , wherein the controlling the drillstring lengthens the borehole in the pay zone along the path to the target.
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:
acquire resistivity measurements using a downhole tool of a drillstring disposed in a borehole in a subsurface environment;
perform a resistivity measurement-based inversion to generate a structural representation of a portion of the subsurface environment that includes an end of the borehole;
generate a control instruction using an artificial intelligence framework and the structural representation, wherein the control instruction is for lengthening the borehole along a current borehole trajectory or a different borehole trajectory; and
control the drillstring to lengthen the borehole based on the control instruction.
20 . One or more non-transitory computer-readable storage media comprising processor-executable instructions executable to instruct a processor to:
acquire resistivity measurements using a downhole tool of a drillstring disposed in a borehole in a subsurface environment;
perform a resistivity measurement-based inversion to generate a structural representation of a portion of the subsurface environment that includes an end of the borehole;
generate a control instruction using an artificial intelligence framework and the structural representation, wherein the control instruction is for lengthening the borehole along a current borehole trajectory or a different borehole trajectory; and
control the drillstring to lengthen the borehole based on the control instruction.