DAS same-well monitoring real-time microseismic effective event identification method based on deep learning
US-11899154-B2 · Feb 13, 2024 · US
US2016018549A1 · US · A1
| Field | Value |
|---|---|
| Publication number | US-2016018549-A1 |
| Application number | US-201414771773-A |
| Country | US |
| Kind code | A1 |
| Filing date | Feb 28, 2014 |
| Priority date | Mar 8, 2013 |
| Publication date | Jan 21, 2016 |
| Grant date | — |
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An illustrative acoustic range finding method including deploying a tool downhole, transmitting a first acoustic waveform with a transmitting acoustic transducer of the tool, receiving a second acoustic waveform with a receiving acoustic transducer of the tool, removing a deterministic waveform from the second acoustic waveform to obtain an echo waveform, and deriving a measurement from said echo waveform.
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What is claimed is: 1 . An acoustic range finding method, comprising: deploying a tool downhole; transmitting a first acoustic waveform with a transmitting acoustic transducer of the tool; receiving a second acoustic waveform with a receiving acoustic transducer of the tool; removing a deterministic waveform from the second acoustic waveform to obtain an echo waveform; and deriving a measurement from said echo waveform. 2 . The method of claim 1 , further comprising presenting the measurement to a user. 3 . The method of claim 1 , wherein the measurement is one of a distance, an acoustic impedance, or a cement bond quality. 4 . The method of claim 1 , wherein the transmitting acoustic transducer is also the receiving acoustic transducer and wherein the deterministic waveform is a ring down waveform. 5 . The method of claim 1 , further comprising estimating the deterministic waveform by performing a statistical analysis of other waveforms acquired in a time window around an acquisition time of the second acoustic waveform. 6 . The method of claim 1 , further comprising estimating the deterministic waveform by filtering the second acoustic waveform with a statistical low pass filter. 7 . The method of claim 6 , wherein the statistical low pass filter is a mean or median filter. 8 . The method of claim 1 , further comprising estimating the deterministic waveform by: transforming the second acoustic waveform out of the time-domain; performing a statistical analysis on the transformed second acoustic waveform; and transforming the second acoustic waveform back to the time-domain. 9 . The method of claim 1 , wherein the deterministic waveform comprises a pre-recorded waveform or estimated waveform. 10 . The method of claim 1 , further comprising windowing the second acoustic waveform within a predetermined time window. 11 . The method of claim 1 , wherein deriving the measurement is performed by a downhole processor. 12 . The method of claim 1 , wherein deriving the measurement is performed by a processor at the surface. 13 . An acoustic range finding system, comprising: a wellbore; a tool arranged within the wellbore and having a transmitting acoustic transducer which transmits a first acoustic waveform and a receiving acoustic transducer which receives a second acoustic waveform; and a processor which removes a deterministic waveform from the second acoustic waveform, thereby resulting in an echo waveform. 14 . The system of claim 13 , further comprising a user interface which displays a measurement corresponding to the echo waveform. 15 . The system of claim 13 , wherein the deterministic waveform is a ring down waveform. 16 . The system of claim 13 , wherein the transmitting and receiving acoustic transducers are the same transducer. 17 . The system of claim 13 , wherein the processor is arranged downhole. 18 . The system of claim 13 , wherein the tool is deployed downhole on a drill string. 19 . The system of claim 13 , wherein the tool is deployed on a wireline. 20 . A non-transitory computer-readable medium comprising computer executable instructions which, when executed by a process, implements a method comprising: transmitting a first acoustic waveform with a transmitting acoustic transducer of a downhole tool; receiving a second acoustic waveform with a receiving acoustic transducer of the tool; removing a deterministic waveform from the second acoustic waveform to obtain an echo waveform; and deriving a measurement from said echo waveform.
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