Predictive lithology and formation type for downhole drilling

1. A system comprising:

a drill string having a drill bit to drill a target wellbore;

a processor; and

a machine-readable medium having program code executable by the processor to cause the processor to,

determine a first mechanical specific energy (MSE) response value for a target wellbore during drilling of the target wellbore;

access a predictive matrix that correlates a first plurality of MSE response values of a baseline wellbore with first values of a first formation property of the baseline wellbore to determine whether an entry in the predictive matrix corresponds to the first MSE response value of the target wellbore;

based on the determination that the predictive matrix has an entry corresponding to the first MSE response value of the target wellbore, determine whether drilling of the target wellbore is affected by one of the first values indicated in the corresponding entry; and

trigger an alarm based on the determination that the drilling of the target wellbore is affected by the one of the first values in the corresponding entry.

2. The system of claim 1 , wherein the first formation property is one of a formation type and a lithology value.

3. The system of claim 1 , wherein the program code comprises program code executable by the processor to cause the system to,

alter the drilling of the target wellbore based on a determination that drilling of the target wellbore is affected by the one of the first values in the corresponding entry.

4. The system of claim 3 , wherein the program code executable by the processor to cause the system to alter the drilling comprises program code executable by the processor to cause the system to,

based on a determination that the one of the first values indicated in the corresponding entry is a geostopping point, stop the drilling.

5. The system of claim 3 , wherein the program code executable by the processor to cause the system to alter the drilling comprises program code executable by the processor to cause the system to,

alter at least one of a weight on bit (WOB), a bit rotation speed, a bit rotation direction, a rate of penetration (ROP), and a density of a drilling fluid.

6. The system of claim 1 , wherein the program code comprises program code executable by the processor to cause the system to,

generate, based on drilling the baseline wellbore, the predictive matrix.

7. The system of claim 6 , wherein the program code to generate the predictive matrix comprises program code executable by the processor to cause the system to,

correlate, based on drilling the baseline wellbore, the first plurality of MSE response values of the baseline wellbore with the first values of the first formation property for the baseline wellbore.

8. One or more non-transitory machine-readable media comprising program code, the program code executable by a processor to cause the processor to:

determine a first mechanical specific energy (MSE) response value for a target wellbore during drilling of the target wellbore;

based on a predictive matrix that correlates a first plurality of MSE response values of a baseline wellbore with first values of a first formation property for the baseline wellbore, determine whether one of the first values of the first formation property corresponds to the first MSE response value for the target wellbore;

based on athe determination that one of the first values corresponds to the first MSE response value for the target wellbore, determine whether drilling of the target wellbore is affected by the corresponding first value; and

based on the determination that the drilling of the target wellbore is affected by a corresponding first value, trigger an alarm based on the corresponding first value.

9. The one or more non-transitory machine-readable media of claim 8 , wherein the first formation property is one of a formation type and a lithology value.

10. The one or more non-transitory machine-readable media of claim 8 , wherein the program code comprises program code executable by the processor to cause a controller to,

based on the determination that the corresponding first value affects the drilling of the target wellbore, alter the drilling of the target wellbore based on the corresponding first value.

11. The one or more non-transitory machine-readable media of claim 10 , wherein the program code executable by the processor to cause the controller to alter the drilling comprises program code executable by the processor to cause the controller to,

based on a determination that the corresponding first value is a geostopping point, stop the drilling.

12. The one or more non-transitory machine-readable media of claim 8 , wherein the program code comprises program code executable by the processor to cause the processor to,

correlate, based on drilling the baseline wellbore, the first plurality of MSE response values of the baseline wellbore with the first values of the first formation property for the baseline wellbore, and

generate, based on the correlation, the predictive matrix.

13. The one or more non-transitory machine-readable media of claim 12 , wherein the program code comprises program code executable by the processor to cause the processor to,

correlate the first plurality of MSE response values of the baseline wellbore with at least one of downhole data, a plurality of lithology values, formation type data, geomechanical data, and geochemical data for the baseline wellbore.

14. A method comprising:

determining, during drilling of a target wellbore, a first mechanical specific energy (MSE) response value at a first location of the target wellbore;

accessing a predictive matrix that correlates a first plurality of MSE response values for a baseline wellbore with first values of a first formation property to determine whether at least one entry of the predictive matrix corresponds to the first MSE response value of the target wellbore;

based on the determination that the predictive matrix has at least one entry corresponding to the first MSE response value of the target wellbore, determining whether drilling is affected by one of the first values indicated by the at least one corresponding entry; and

based on the determination that the drilling is affected by the one of the first values indicated by the at least one corresponding entry, altering the drilling of the target wellbore.

15. The method of claim 14 , wherein altering the drilling of the target wellbore comprises stopping the drilling in response to a determination that the one of the first values is a geostopping point.

16. The method of claim 14 , further comprising:

correlating, based on drilling the baseline wellbore, the first plurality of MSE response values of the baseline wellbore with the first values of the first formation property for the baseline wellbore; and

generating, based on the correlating of the first plurality of MSE response values of the baseline wellbore with the first values of the first formation property for the baseline wellbore, the predictive matrix.

17. The method of claim 16 , further comprising:

correlating, based on drilling the baseline wellbore, at least one of downhole data, geomechanical data, and geochemical data for the baseline wellbore with the first values of the first formation property for the baseline wellbore,

wherein generating the predictive matrix comprises:

generating, based on the correlating of the at least one of downhole data, geomechanical data, and geochemical data for the baseline wellbore with the first values of the first formation property for the baseline wellbore, the predictive matrix.

18. The method of claim 14 , wherein the first formation property is one of a lithology value and a formation type.

19. The method of claim 14 , further comprising:

determining, based on the one of the first values indicated by the at least one corresponding entry, an expected MSE value at a second location within the target wellbore, wherein the second location is downhole of the first location;

determining a second MSE response value at the second location of the target wellbore; and

based on a determination that a difference between the second MSE response value and the expected MSE value is greater than a threshold, altering the drilling of the target wellbore.

20. The method of claim 14 , further comprising:

based on determining that drilling is affected by one of the first values indicated by the at least one corresponding entry, triggering an alarm.