DAS same-well monitoring real-time microseismic effective event identification method based on deep learning
US-11899154-B2 · Feb 13, 2024 · US
US10712466B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10712466-B2 |
| Application number | US-201414413404-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jul 15, 2014 |
| Priority date | Aug 15, 2013 |
| Publication date | Jul 14, 2020 |
| Grant date | Jul 14, 2020 |
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Systems, methods, and software for determining a thickness of a well casing are described. In some aspects, the thickness of the well casing is determined based on results of comparing a measured waveform and model waveforms. The measured waveform and model waveforms are generated based on operating an acoustic transmitter and an acoustic receiver within a wellbore comprising the well casing.
Opening claim text (preview).
What is claimed is: 1. A method comprising: disposing a tool in a wellbore; directing an acoustic signal towards a well casing in the wellbore, the acoustic signal generated by an acoustic transmitter of the tool; accessing a measured waveform associated with an acoustic signal returned via the well casing based on operating an acoustic receiver of the tool within the wellbore comprising the well casing; comparing the measured waveform to a plurality of model waveforms, wherein each of the plurality of model waveforms corresponds to a different thickness of the well casing; determining, by operation of data processing apparatus, a thickness of the well casing based on results of comparing the measured waveform and the plurality of model waveforms; and assessing damage to the well casing based on the determined thickness of the well casing. 2. The method of claim 1 , wherein comparing the measured waveform to the plurality of model waveforms comprises determining correlations between at least a portion of the measured waveform and at least a portion of each of the plurality of model waveforms. 3. The method of claim 2 , wherein the at least a portion of the measured waveform corresponds to a reverberation window of the measured waveform. 4. The method of claim 2 , wherein determining the correlations between the at least a portion of the measured waveform and the at least a portion of each of the plurality of model waveforms comprises determining cross-correlations between the at least a portion of the measured waveform and the at least a portion of each of the plurality of model waveforms. 5. The method of claim 2 , wherein: determining the correlations between the at least a portion of the measured waveform and the at least a portion of each of the plurality of model waveforms comprises determining differences between the at least a portion of the measured waveform and the at least a portion of each of the plurality of model waveforms; and determining the thickness of the well casing comprises determining a thickness corresponding to a model waveform of the plurality of model waveforms corresponding to a minimum difference of the determined differences. 6. The method of claim 1 , further comprising: generating the plurality of model waveforms for a plurality of assumed thicknesses based on one or more of (i) a reflection of the acoustic signal, (ii) a radiation pattern of the acoustic transmitter, and (iii) a curvature of the well casing. 7. The method of claim 1 , wherein determining the thickness of the well casing comprises determining the thickness of the well casing in real time during drilling operations or wireline logging operations. 8. A non-transitory computer-readable medium encoded with instructions that, when executed by data processing apparatus, cause the data processing apparatus to perform operations comprising: accessing a measured waveform associated with an acoustic signal returned via a well casing based on operating an acoustic transmitter and an acoustic receiver of a tool disposed within a wellbore comprising the well casing, the acoustic transmitter generating an acoustic signal directed towards the well casing; comparing the measured waveform to a plurality of model waveforms, wherein each of the plurality of model waveforms corresponds to a different thickness of the well casing; determining a thickness of the well casing based on results of comparing the measured waveform and the plurality of model waveforms; and assessing damage to the well casing based on the determined thickness of the well casing. 9. The non-transitory computer-readable medium of claim 8 , wherein comparing the measured waveform to the plurality of model waveforms comprises determining correlations between at least a portion of the measured waveform and at least a portion of each of the plurality of model waveforms. 10. The non-transitory computer-readable medium of claim 9 , wherein the at least a portion of the measured waveform corresponds to a reverberation window of the measured waveform. 11. The non-transitory computer-readable medium of claim 9 , wherein determining the correlations between the at least a portion of the measured waveform and the at least a portion of each of the plurality of model waveforms comprises determining cross-correlations between the at least a portion of the measured waveform and the at least a portion of each of the plurality of model waveforms. 12. The non-transitory computer-readable medium of claim 9 , wherein: determining the correlations between the at least a portion of the measured waveform and the at least a portion of each of the plurality of model waveforms comprises determining differences between the at least a portion of the measured waveform and the at least a portion of each of the plurality of model waveforms; and determining the thickness of the well casing comprises determining a thickness corresponding to a model waveform of the plurality of model waveforms corresponding to a minimum difference of the determined differences. 13. The non-transitory computer-readable medium of claim 8 , further comprising generating the plurality of model waveforms for a plurality of assumed thicknesses based on one or more of (i) a reflection of the acoustic signal, (ii) a radiation pattern of the acoustic transmitter, and (iii) a curvature of the well casing. 14. The non-transitory computer-readable medium of claim 8 , wherein determining the thickness of the well casing comprises determining the thickness of the well casing in real time during drilling operations or wireline logging operations. 15. A system comprising: an acoustic transmitter-receiver pair of a tool to be disposed within a wellbore comprising a well casing, the acoustic transmitter generating an acoustic signal and transmitting the acoustic signal towards the well casing; and a computing system coupled with the acoustic transmitter-receiver pair, the computing system is configured to: access a measured waveform associated with an acoustic signal returned via the well casing based on operating the acoustic receiver of the tool within an interior portion of the well casing; compare the measured waveform to a plurality of model waveforms, wherein each of the plurality of model waveforms corresponds to a different thickness of the well casing; determine a thickness of the well casing based on results of comparing the measured waveform and the plurality of model waveforms; and assessing damage to the well casing based on the determined thickness of the well casing. 16. The system of claim 15 , wherein the computing system is configured to: compare the measured waveform to the plurality of model waveforms; and determine correlations between at least a portion of the measured waveform and at least a portion of each of the plurality of model waveforms. 17. The system of claim 16 , wherein the at least a portion of the measured waveform corresponds to a reverberation window of the measured waveform. 18. The system of claim 16 , wherein the computing system is configured to: determine the correlations between the at least a portion of the measured waveform and the at least a portion of each of the plurality of model waveforms; and determine cross-correlations between the at least a portion of the measured waveform and the at least a portion of each of the plurality of model waveforms. 19. The system of claim 16 , wherein the computing system is configured to: determine the correlations between the at least a porti
Detection of corrosion or deposition of substances · CPC title
Casing · CPC title
using radiant means, e.g. acoustic, radioactive or electromagnetic · CPC title
using generators and receivers in the same well (G01V1/52 takes precedence) · CPC title
Processing data · CPC title
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