Determining distance to bed boundary uncertainty for borehole drilling

Patent metadata

Field	Value
Publication number	US-11543552-B2
Application number	US-201916723605-A
Country	US
Kind code	B2
Filing date	Dec 20, 2019
Priority date	Dec 20, 2019
Publication date	Jan 3, 2023
Grant date	Jan 3, 2023

Abstract

A system and method for determining an uncertainty of a distance to bed boundary (DTBB) inversion of a geologic formation. The system or method includes receiving logging data from a borehole tool, performing a first DTBB inversion using the logging data to calculate first DTBB solutions, adding quantified noise to the logging data to produce an adjusted signal, performing a second DTBB inversion using the adjusted signal to calculate second DTBB solutions, comparing the first DTBB solutions to the second DTBB solutions to determine an uncertainty of the first DTBB solutions based on a relationship of the quantified noise and the difference between the first DTBB solutions and the second DTBB solutions.

First claim

What is claimed is:

1. A method of steering a drilling assembly to form a borehole through a geologic formation, comprising:
receiving logging data from a borehole tool;
performing a first distance to bed boundary (DTBB) inversion using the logging data to calculate first DTBB solutions;
adding quantified noise to the logging data to produce an adjusted signal;
performing a second DTBB inversion using the adjusted signal to calculate second DTBB solutions; and
comparing the first DTBB solutions to the second DTBB solutions to determine an uncertainty of the first DTBB solutions based on a relationship of the quantified noise and the difference between the first DTBB solutions and the second DTBB solutions.

2. The method of claim 1 , wherein the borehole tool comprises a logging-while-drilling (LWD) tool for generating the logging data.

3. The method of claim 1 , wherein the logging data comprises resistivity, gamma ray intensity, borehole pressure, borehole temperature, or any combination thereof.

4. The method of claim 1 , comprising steering a drilling assembly through the geologic formation based on the uncertainty of the first DTBB solutions.

5. The method of claim 1 , comprising determining a type of noise present in the logging data, wherein the quantified noise comprises noise of the type present in the logging data.

6. The method of claim 1 , wherein the quantified noise comprises Gaussian noise, white noise, random noise, or combinations thereof.

7. The method of claim 1 , comprising selecting a subset of the logging data to add to the quantified noise, wherein the subset comprises tool measurements from a specific depth from the surface within the geologic formation, and wherein performing the second DTBB inversion comprises using only the subset of the logging data.

8. The method of claim 1 , comprising:
performing an alternative first DTBB inversion using a different inversion model to calculate alternative first DTBB solutions;
performing an alternative second DTBB inversion using the different inversion model to calculate alternative second DTBB solutions; and
comparing the alternative first DTBB solutions to the alternative second DTBB solutions to confirm the uncertainty of the first DTBB solutions.

9. A system for drilling a borehole through a geologic formation, comprising:
a processor; and
a non-transitory machine-readable medium coupled to the processor and comprising instructions configured to cause the processor to perform operations for:
receiving logging data from a borehole tool;
performing a first distance to bed boundary (DTBB) inversion using the logging data to calculate first DTBB solutions;
adding quantified noise to the logging data to produce an adjusted signal;
performing a second DTBB inversion using the adjusted signal to calculate second DTBB solutions; and
comparing the first DTBB solutions to the second DTBB solutions to determine an uncertainty of the first DTBB solutions based on a relationship of the quantified noise and the difference between the first DTBB solutions and the second DTBB solutions.

10. The system of claim 9 , comprising a logging tool comprising sensors operable to collect the logging data from the geologic formation.

11. The system of claim 9 , wherein the instructions are configured to cause the processor to change an orientation of the drilling assembly, change an angle of the drilling assembly relative to a drill string, or combination thereof based on the uncertainty of the first DTBB solutions.

12. The system of claim 9 , wherein the instructions are configured to cause the processor to perform operations for determining a type of noise present in the logging data, wherein the quantified noise comprises noise of the type present in the logging data.

13. The system of claim 9 , wherein the instructions are configured to cause the processor to select a subset of the logging data to which to add the quantified noise, wherein the subset comprises tool measurements from a specific depth from surface within the geologic formation, and wherein performing the second DTBB inversion comprises performing the second DTBB inversion only on the subset of the logging data.

14. The system of claim 9 , wherein the instructions are configured to cause the processor to perform operations for:
performing an alternative first DTBB inversion using a different inversion model to calculate alternative first DTBB solutions;
performing an alternative second DTBB inversion using the different inversion model to calculate alternative second DTBB solutions; and
comparing the alternative first DTBB solutions to the alternative second DTBB solutions to confirm the uncertainty of the first DTBB solutions.

15. A non-transitory, machine-readable medium having instructions encoded thereon, the instructions executed by a processor, are operable to perform operations for:
receiving logging data from a borehole tool located in a geologic formation;
performing a first distance to bed boundary (DTBB) inversion using the logging data to calculate first DTBB solutions;
adding quantified noise to the logging data to produce an adjusted signal;
performing a second DTBB inversion using the adjusted signal to calculate second DTBB solutions; and
comparing the first DTBB solutions to the second DTBB solutions to determine an uncertainty of the first DTBB solutions based on a relationship of the quantified noise and the difference between the first DTBB solutions and the second DTBB solutions.

16. The non-transitory, machine-readable media of claim 15 , wherein the instructions are operable to change an orientation of a drilling assembly, change an angle of the drilling assembly relative to a drill string, or combination thereof based on the uncertainty of the first DTBB solutions.

17. The non-transitory, machine-readable media of claim 15 , wherein the instructions are operable to determine a type of noise present in the logging data, wherein the quantified noise comprises noise of the type present in the logging data.

18. The non-transitory, machine-readable media of claim 15 , wherein the quantified noise comprises Gaussian noise, white noise, random noise, or combinations thereof.

19. The non-transitory, machine-readable media of claim 15 , wherein the instructions are operable to perform operations for selecting a subset of the logging data to which to add the quantified noise, wherein the subset comprises tool measurements from a specific depth within the geologic formation, and wherein performing the second DTBB inversion comprises performing the second DTBB inversion only on the subset of the logging data.

20. The non-transitory, machine-readable media of claim 15 , wherein the instructions are operable to perform operations for:
performing an alternative first DTBB inversion using a different inversion model to calculate alternative first DTBB solutions;
performing an alternative second DTBB inversion using the different inversion model to calculate alternative second DTBB solutions; and
comparing the alternative first DTBB solutions to the alternative second DTBB solutions to confirm the uncertainty of the first DTBB solutions.

Assignees

• Halliburton Energy Services Inc

Inventors

• Wu Hsu-Hsiang
• Ma Jin
• Lozinsky Clint

Classifications

• E21B7/06

  Deflecting the direction of boreholes · CPC title

• G01V2210/30

  Noise handling · CPC title

• G01V2210/667

  Determining confidence or uncertainty in parameters · CPC title

• G01V1/50 Primary

  Analysing data · CPC title

• G01V2200/16

  Measure-while-drilling or logging-while-drilling · CPC title