Televiewer image wood-grain reduction techniques
Systems, devices, and methods for evaluating an earth formation intersected by a borehole using signals produced at a plurality of borehole depths by an ultrasonic transducer in the borehole, the signals produced by the transducer including ringdown signals from the ultrasonic transducer and echo signals from a wall of the borehole from a plurality of azimuthal orientations. Methods include using peak amplitude values and arrival time values from the signals to construct a background modulation template corresponding to at least one depth; estimating, for each respective depth of the plurality of borehole depths, an azimuthally varying interference pattern predominantly resulting from a ringdown signal for each respective depth by mapping the modulation template to arrival time values corresponding to the respective depth; and subtracting, for each respective depth, the estimated varying interference pattern from the peak amplitude values corresponding to the respective depth to generate adjusted peak amplitudes.
1. A method of evaluating an earth formation intersected by a borehole using signals produced at a plurality of borehole depths by an ultrasonic transducer in the borehole, the signals produced by the transducer including ringdown signals from the ultrasonic transducer and echo signals from a wall of the borehole from a plurality of azimuthal orientations, the method comprising:
using peak amplitude values and arrival time values from the signals to construct a background modulation template corresponding to at least one depth;
estimating, for each respective depth of the plurality of borehole depths, an azimuthally varying interference pattern predominantly resulting from a ringdown signal for each respective depth by mapping the modulation template to arrival time values corresponding to the respective depth;
subtracting, for each respective depth, the estimated varying interference pattern from the peak amplitude values corresponding to the respective depth to generate adjusted peak amplitudes; and
generating a two-dimensional image of the earth formation using the adjusted peak amplitudes.
2. The method of claim 1 comprising identifying cement bonding information in the two-dimensional image.
3. The method of claim 1 wherein using the peak amplitude values and the arrival time values to construct the background modulation template comprises generating a curve representing the background modulation template by mapping each peak amplitude value with respect to a corresponding arrival time value at the at least one depth.
4. The method of claim 1 wherein mapping the background modulation template to the arrival time values corresponding to the respective depth comprises correlating the arrival time values with the background modulation template.
5. The method of claim 1 wherein the arrival time values are obtained by determining initial arrival time values from the signals and then removing effects of features of the borehole by performing at least one of: i) discarding data corresponding to those values of the initial peak amplitude values which exceed a statistical deviation threshold; and ii) smoothing the initial arrival time values.
6. The method of claim 5 wherein smoothing the initial arrival time values comprises applying at least one of: i) a discrete cosine transform, ii) a Fourier transform, iii) an average filter, iv) a mean filter, v) a median filter, vi) a bandpass filter, vii) a low pass filter, viii) a wavelet transform, and ix) curve fitting.
7. The method of claim 1 wherein the modulation template is irregular.
8. The method of claim 1 comprising identifying borehole feature information in the background modulation template; and preserving the borehole feature information.
9. The method of claim 8 comprising modifying the background modulation template to preserve borehole feature information.
10. The method of claim 9 wherein estimating the azimuthally varying interference pattern comprises generating an initial interference pattern and removing borehole feature information from the initial interference pattern to obtain the azimuthally varying interference pattern.
11. The method of claim 8 wherein subtracting the estimated interference pattern comprises applying an image partition on the estimated varying interference pattern to determine residue containing borehole feature information and adding the residue to the adjusted peaks.
12. The method of claim 1 wherein the arrival time values comprise an arrival time image and the peak amplitude values comprise an amplitude image.
13. The method of claim 1 wherein the signals result from a downhole operation in the formation, the downhole operation comprising at least one of: i) logging-while-drilling borehole imaging, ii) wireline borehole imaging, iii) casing inspection, and iv) cement evaluation.
14. An apparatus for evaluating an earth formation intersected by a borehole using signals produced at a plurality of borehole depths by an ultrasonic transducer in the borehole, the signals produced by the transducer including ringdown signals from the ultrasonic transducer and echo signals from a wall of the borehole from a plurality of azimuthal orientations, the apparatus comprising:
a processor configured to:
use peak amplitude values and arrival time values from the signals to construct a background modulation template corresponding to at least one depth;
estimate, for each respective depth of the plurality of borehole depths, an azimuthally varying interference pattern predominantly resulting from a ringdown signal for each respective depth by mapping the modulation template to arrival time values corresponding to the respective depth;
subtract, for each respective depth, the estimated varying interference pattern from the peak amplitude values corresponding to the respective depth to generate adjusted peak amplitudes; and
generating a two-dimensional image of the earth formation using the adjusted peak amplitudes.