Systems and methods for analyzing resource production
A system includes a field-specific model; a log analysis engine; a drill analysis engine; an interface; and computational circuitry in communication with the field-specific model, the log analysis engine, the drill analysis engine, and the interface. The computational circuitry is to: prescribe a drill recipe using the drill analysis engine based on the field-specific model, the drill recipe identifying prescribed segments, mud flow parameters, and drill parameters, each prescribed segment of the prescribed segments including an associated depth; receive a drill log in narrative text format via the interface; detect a drill event inconsistent with the drill recipe by analyzing the drill log with the log analysis engine; and prescribe an adjusted drill recipe using the drill analysis engine based on the field-specific model in response to the drill event, the adjusted drill recipe including adjusted prescribed segments.
1. A system comprising:
a field-specific model;
a log analysis engine;
a drill analysis engine incorporating a classification or a regression derived from a correlation determined from the field specific model;
an interface; and
computational circuitry in communication with the field-specific model, the log analysis engine, the drill analysis engine, and the interface, the computational circuitry to:
prescribe a drill recipe using the drill analysis engine based on the field-specific model, the drill recipe identifying prescribed segments, mud flow parameters, and drill parameters, each prescribed segment of the prescribed segments including an associated depth;
receive a drill log in narrative text format via the interface;
detect a drill event inconsistent with the drill recipe by analyzing the drill log with the log analysis engine; and
prescribe an adjusted drill recipe using the drill analysis engine based on the field-specific model in response to the drill event, the adjusted drill recipe including adjusted prescribed segments.
2. The system of claim 1 , wherein the mud flow parameters include depth specific mud flow parameters.
3. The system of claim 2 , wherein the mud flow parameters include mud flow rates.
4. The system of claim 1 , wherein the drill parameters include weight.
5. The system of claim 1 , wherein the drill parameters include spin rate.
6. The system of claim 1 , wherein the drill parameters are depth specific drill parameters.
7. The system of claim 1 , wherein the drill event includes a string event.
8. The system of claim 1 , wherein the drill event includes a mud loss event.
9. The system of claim 1 , wherein the drill event includes a drill rate.
10. The system of claim 1 , wherein the drill event includes a deviation in drill parameters from the prescribed drill recipe.
11. The system of claim 1 , wherein the drill event includes an associated depth.
12. The system of claim 1 , wherein the adjusted drill recipe includes adjusted drill parameters.
13. The system of claim 1 , wherein the adjusted drill recipe includes adjusted mud flow rates.
14. The system of claim 1 , wherein the log analysis engine is a machine learned engine.
15. The system of claim 14 , wherein the machine learned engine includes a neural network model or a classification model.
16. The system of claim 1 , wherein the field specific model includes a synthetic proximity depletion variable.
17. The system of claim 16 , wherein the synthetic proximity depletion variable is derived from Euclidean distance between two wells and associated depletion curves.
18. The system of claim 1 , wherein prescribing with the drill analysis engine further includes determining a correlation between drill recipe variables, geological variables and objectives using the drill analysis engine and based on the field specific data model.
19. The system of claim 1 , wherein prescribing with the drill analysis engine further includes applying a neural network drill analysis engine receiving drill recipe variables, geological variables and objectives based on the field specific data model.
20. The system of claim 1 , further comprising a drilling rig configured to drill a well in accordance with the drill recipe.