Coherent noise reduction in ultrasonic data

Patent metadata

Field	Value
Publication number	US-10586340-B2
Application number	US-201815939364-A
Country	US
Kind code	B2
Filing date	Mar 29, 2018
Priority date	Mar 29, 2018
Publication date	Mar 10, 2020
Grant date	Mar 10, 2020

Abstract

Acoustic imaging waveforms are measured utilizing a downhole acoustic tool within a wellbore, and then aligned relative to a main echo of each waveform. The aligned waveforms are then subjected to a first low-pass filter. Residuals are extracted by determining differences between the aligned waveforms and the filtered waveforms. The residuals are aligned to corresponding acoustic firing pulses of the downhole acoustic tool. The aligned residuals are subjected to a second low-pass filter. The measured waveforms are aligned to the corresponding acoustic firing pulses. Noise associated with the downhole acoustic tool is removed from the pulse-aligned, measured waveforms utilizing the filtered residuals.

First claim

What is claimed is:

1. A method comprising:
aligning in time a plurality of acoustic imaging waveforms measured utilizing a downhole acoustic tool within a wellbore, wherein the aligning is relative to a main echo of each waveform;
subjecting the aligned waveforms to a first low-pass filter;
extracting residuals by determining differences between the aligned waveforms and the filtered waveforms;
aligning in time the residuals relative to corresponding acoustic firing pulses of the downhole acoustic tool;
subjecting the aligned residuals to a second low-pass filter;
aligning in time the measured waveforms relative to the corresponding acoustic firing pulses; and
removing noise associated with the downhole acoustic tool from the measured waveforms aligned to the corresponding firing pulses, wherein the noise removal utilizes the filtered residuals.

2. The method of claim 1 wherein removing the noise comprises subtracting the filtered residuals from the measured waveforms aligned to the corresponding firing pulses.

3. The method of claim 1 wherein the first low-pass filter utilizes a sliding-window average.

4. The method of claim 1 wherein the second low-pass filter utilizes a sliding-window average.

5. The method of claim 1 wherein the first and second low-pass filters each utilize a sliding-window average.

6. The method of claim 1 further comprising operating the downhole acoustic tool to obtain the measured waveforms.

7. The method of claim 1 wherein the measured waveforms are initially in a time-of-arrival order, and wherein the method further comprises displaying the de-noised waveforms in the initial time-of-arrival order.

8. The method of claim 1 further comprising aligning the de-noised waveforms to the corresponding acoustic firing pulses.

9. A method comprising:
operating a downhole acoustic tool within a wellbore to obtain a plurality of acoustic imaging waveforms, wherein the downhole acoustic tool is in communication with surface equipment disposed at a wellsite from which the wellbore extends; and
operating a processor of the downhole acoustic tool and/or a processor of the surface equipment to:
align in time the obtained waveforms relative to a main echo of each waveform;
subject the aligned waveforms to a first low-pass filter;
extract residuals by determining differences between the aligned waveforms and the filtered waveforms;
align in time the residuals relative to corresponding acoustic firing pulses of the downhole acoustic tool;
subject the aligned residuals to a second low-pass filter;
align in time the obtained waveforms relative to the corresponding acoustic firing pulses; and
remove noise associated with the downhole acoustic tool from the obtained waveforms aligned to the corresponding firing pulses, wherein the noise removal utilizes the filtered residuals.

10. The method of claim 9 wherein removing the noise comprises subtracting the filtered residuals from the obtained waveforms aligned to the corresponding firing pulses.

11. The method of claim 9 wherein the first low-pass filter utilizes a sliding-window average.

12. The method of claim 9 wherein the second low-pass filter utilizes a sliding-window average.

13. The method of claim 9 wherein the first and second low-pass filters each utilize a sliding-window average.

14. The method of claim 9 wherein the obtained waveforms are initially in a time-of-arrival order, and wherein the method further comprises operating the processor of the downhole acoustic tool and/or the processor of the surface equipment to display the de-noised waveforms in the initial time-of-arrival order.

15. The method of claim 9 further comprising aligning the de-noised waveforms to the corresponding acoustic firing pulses.

16. A computer program product comprising:
a non-transitory, tangible, computer-readable storage medium having instructions recorded thereon for causing a processor to:
align in time a plurality of acoustic imaging waveforms measured utilizing a downhole acoustic tool within a wellbore, wherein the aligning is relative to a main echo of each waveform;
subject the aligned waveforms to a first low-pass filter;
extract residuals by determining differences between the aligned waveforms and the filtered waveforms;
align in time the residuals relative to corresponding acoustic firing pulses of the downhole acoustic tool;
subject the aligned residuals to a second low-pass filter;
align in time the measured waveforms relative to the corresponding acoustic firing pulses; and
remove noise associated with the downhole acoustic tool from the measured waveforms aligned to the corresponding firing pulses, wherein the noise removal utilizes the filtered residuals.

17. The computer program product of claim 16 wherein removing the noise comprises subtracting the filtered residuals from the measured waveforms aligned to the corresponding firing pulses.

18. The computer program product of claim 16 wherein one or both of the first and second low-pass filters utilize a sliding-window average.

19. The computer program product of claim 16 wherein the measured waveforms are initially in a time-of-arrival order, and wherein the instructions further cause the processor to cause a display of the de-noised waveforms in the initial time-of-arrival order.

20. The computer program product of claim 16 wherein the instructions further cause the processor to align in time the de-noised waveforms relative to the corresponding acoustic firing pulses.

Assignees

• Schlumberger Technology Corp

Inventors

• Lemarenko Mikhail
• Klieber Christoph
• Thierry Sylvain

Classifications

• G06T5/20

  using local operators · CPC title

• E21B47/14

  using acoustic waves · CPC title

• G06T2207/30108

  Industrial image inspection · CPC title

• G06T7/30 Primary

  Determination of transform parameters for the alignment of images, i.e. image registration · CPC title

• G01V1/48

  Processing data · CPC title