Automated third interface echo recognition using a large foundation model
US-2024427048-A1 · Dec 26, 2024 · US
US10180511B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10180511-B2 |
| Application number | US-201514782431-A |
| Country | US |
| Kind code | B2 |
| Filing date | May 19, 2015 |
| Priority date | Jul 2, 2014 |
| Publication date | Jan 15, 2019 |
| Grant date | Jan 15, 2019 |
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A cement bond log from recorded ultrasonic waveforms, a method for evaluating bonding of cement in a wellbore between a casing and a wellbore wall, and a method for creating a cement bond log from recorded ultrasonic waveforms are disclosed, in which series of points corresponding to maxima and minima of the waveforms are identified. Absolute value amplitudes of the series of points are thereafter identified and a correlation thereof is analyzed to divide each series of points into four or more zones, corresponding to casing arrival data, inner and outer annular data, wellbore wall arrival data, respectively. Mean values of the absolute value amplitudes of the waveforms for points of each series falling within each of the four zones are calculated, which relate to cement bonding at the depths of the recorded ultrasonic waveforms.
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What is claimed: 1. A method for evaluating bonding of cement in a wellbore between a casing and a wellbore wall, comprising: disposing a logging tool within said wellbore; transmitting by said logging tool an ultrasonic wave at a first wellbore depth; receiving by said logging tool a reflected ultrasonic wave at said first depth; recording a first waveform as a function of amplitude and time of said received reflected ultrasonic wave at said first depth; transmitting by said logging tool an ultrasonic wave at a second wellbore depth; receiving by said logging tool a reflected ultrasonic wave at said second depth; recording a second waveform as a function of amplitude and time of said received reflected ultrasonic wave at said second depth; identifying first maxima and minima of said first waveform in relation to time; using first time values corresponding to said first maxima and minima, extracting first absolute value amplitudes of said first waveform at said first time values; plotting said first absolute value amplitudes as a first series of points; identifying second maxima and minima of said second waveform in relation to time; using second time values corresponding to said second maxima and minima, extracting second absolute value amplitudes of said second waveform at said second time values; plotting said second absolute value amplitudes as a second series of points; analyzing a correlation of said first absolute value amplitudes at said first series of points with said second absolute value amplitudes at said second series of points to divide said first and second series of points into at least first, second, third, and fourth zones; calculating first, second, third, and fourth mean values of said first absolute value amplitudes for points of said first series of points falling within each of said first, second, third, and fourth zones, respectively; wherein the first, second, third, and fourth mean values of said first absolute value amplitudes relate to cement bonding at said first depth; plotting the magnitudes of said first, second, third, and fourth mean values of said first absolute value amplitudes as a function of color or intensity, and plotting the magnitudes of said first, second, third, and fourth mean values of said second absolute value amplitudes as a function of color or intensity, thereby generating a cement bond log; and using the cement bond log to evaluate bonding of the cement in the wellbore between the casing and wellbore wall. 2. The method of claim 1 wherein: said first zone is determined so as to correspond with casing arrival data; said second and third zones are determined so as to correspond to inner and outer annular data, respectively; and said fourth zone is determined so as to correspond with wellbore wall arrival data. 3. The method of claim 2 further comprising: normalizing said first, second, third, and fourth mean values of said first absolute value amplitudes so that said first mean value of said first absolute value amplitudes equals a unity free pipe value; and normalizing said first, second, third, and fourth mean values of said second absolute value amplitudes so that said first mean value of said second absolute value amplitudes equals said unity free pipe value. 4. The method of claim 3 further comprising: plotting the magnitudes of said normalized first, second, third, and fourth mean values of said first absolute value amplitudes as a function of color or intensity; and plotting the magnitudes of said normalized first, second, third, and fourth mean values of said second absolute value amplitudes as a function of color or intensity. 5. The method of claim 1 further comprising: calculating first, second, third, and fourth mean values of said second absolute value amplitudes for points of said second series of points falling within each of said first, second, third, and fourth zones, respectively; wherein the first, second, third, and fourth mean values of said second absolute value amplitudes relate to cement bonding at said second depth. 6. The method of claim 1 further comprising: calculating a mathematical derivative of said first waveform to identify said first series of points; and calculating a mathematical derivative of said second waveform to identify said second series of points. 7. The method of claim 1 further comprising: plotting on a first graph said first, second, third, and fourth mean values of said first absolute value amplitudes; and plotting on said first graph respective summations of said first, second, third, and fourth mean values of said first absolute value amplitudes and said first, second, third, and fourth mean values of said second absolute value amplitudes; and then analyzing said correlation using said first graph. 8. A method for creating a cement bond log from recorded ultrasonic first and second waveforms, comprising: identifying first maxima and minima of said first waveform in relation to time; using first time values corresponding to said first maxima and minima, extracting first absolute value amplitudes at said first time values; plotting said first absolute value amplitudes as a first series of points; identifying second maxima and minima of said second waveform in relation to time; using second time values corresponding to said second maxima and minima, extracting second absolute value amplitudes at said second time values; plotting said second absolute value amplitudes as a second series of points; analyzing a correlation of said first absolute value amplitudes at said first series of points with said second absolute value amplitudes at said second series of points to divide said first and second series of points into at least first, second, third, and fourth zones; calculating first, second, third, and fourth mean values of said first absolute value amplitudes for points of said first series of points falling within each of said first, second, third, and fourth zones, respectively; and plotting the magnitudes of said first, second, third, and fourth mean values of said first absolute value amplitudes for points of said first series of points falling within each of said first, second, third, and fourth zones, respectively, as a function of color or intensity, thereby creating the cement bond log. 9. The method of claim 8 wherein: said first zone is determined so as to correspond with casing arrival data; said second and third zones are determined so as to correspond to inner and outer annular data, respectively; and said fourth zone is determined so as to correspond with wellbore wall arrival data. 10. The method of claim 9 further comprising: normalizing said first, second, third, and fourth mean values of said first absolute value amplitudes so that said first mean value of said first absolute value amplitudes equals a unity free pipe value; and normalizing said first, second, third, and fourth mean values of said second absolute value amplitudes so that said first mean value of said second absolute value amplitudes equals said unity free pipe value. 11. The method of claim 10 further comprising: plotting the magnitudes of said normalized first, second, third, and fourth mean values of said first absolute value amplitudes as a function of color or intensity; and plotting the magnitudes of said normalized first, second, third, and fourth mean values of said second absolute value amplitudes as a function of color or intensity. 12. The method of claim 8 further comprising: calculating first, second, third, and fourth mean values of said second absolute value amplitudes for points of said second serie
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