Enhanced waveform analysis for target modes of borehole waves
AssigneeHalliburton Energy Services, Inc.
InventorsRuijia Wang, Chung Chang
Life of this patent
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Abstract
A method for enhanced dispersion analysis begins with obtaining a plurality of measured waveforms, for example from two or more receivers of an acoustic logging tool placed in a borehole. The measured waveforms are divided into common gathers, and waveforms of each common gather are enhanced. The enhancement begins by calculating a travel time curve for a selected target mode of the common gather waveforms. Using the travel time curve, waveforms of the selected target mode are aligned to have zero apparent slowness. The aligned waveforms are filtered to suppress non-target mode waves. The aligned waveforms are then enhanced, and used to generate an enhanced dispersion curve of the selected target mode.
Claims18
A method for enhanced dispersion analysis, the method comprising:
- obtaining, from two or more receivers of an acoustic logging tool in a borehole, noisy data including a plurality of measured waveforms;
- dividing the plurality of measured waveforms into two or more common-gathers of gathered waveforms, and enhancing each common-gather by:
- calculating a travel time curve for a selected target mode of the gathered waveforms;
- aligning waveforms of the selected target mode based on the travel time curve to generate aligned waveforms with zero apparent slowness;
- generating a coherence-based frequency-wavenumber (F-K) filter by calculating a coherence map between waveforms at different depth indices;
- adaptively filtering the aligned waveforms to suppress non-target mode waves and generate filtered waveforms, wherein adaptively filtering the aligned waveforms includes applying the coherence-based F-K filter;
- and
- generating enhanced target mode waveforms based on the filtered waveforms and the travel time curve, the enhanced target mode waveforms comprising an enhanced common-gather;
- and
- generating an enhanced dispersion curve of the selected target mode from the two or more enhanced common-gathers, wherein the enhanced dispersion curve includes enhanced signal-to-noise ratios for the selected target mode of the gathered waveforms and suppression of non-target modes relative to the noisy data.
A system comprising:
- an acoustic logging tool having a receiver array of two or more receivers, the acoustic logging tool configured to acquire noisy data including a plurality of measured waveforms;
- at least one processor in communication with the acoustic logging tool, wherein the processor is coupled with a non-transitory computer-readable storage medium having stored therein instructions which, when executed by the at least one processor, cause the at least one processor to:
- divide the plurality of measured waveforms into two or more common-gathers of gathered waveforms;
- calculate a travel time curve for a selected target mode of each of the two or more common gathers;
- align waveforms of the selected target mode based on the travel time curve to generate aligned waveforms with zero apparent slowness;
- generate a coherence-based frequency-wavenumber (F-K) filter by calculating a coherence map between waveforms at different depth indices;
- adaptively filter the aligned waveforms to suppress non-target mode waves and generate filtered waveforms, wherein adaptively filtering the aligned waveforms includes applying the coherence-based F-K filter;
- generate enhanced target mode waveforms based on the filtered waveforms and the travel time curve, the enhanced target mode waveforms divisible into two or more common-gathers of enhanced target mode waveforms;
- and
- generate an enhanced dispersion curve of the selected target mode from the two or more enhanced common-gathers, wherein the enhanced dispersion curve includes enhanced signal-to-noise ratios for the selected target mode of the gathered waveforms and suppression of non-target modes relative to the noisy data.
An apparatus comprising:
- an acoustic logging tool having a receiver array of two or more receivers, the acoustic logging tool configured to acquire noisy data including a plurality of measured waveforms;
- at least one processor in communication with the acoustic logging tool, wherein the processor is coupled with a non-transitory computer-readable storage medium having stored therein instructions which, when executed by the at least one processor, cause the at least one processor to:
- divide the plurality of measured waveforms into two or more common-gathers of gathered waveforms;
- calculate a travel time curve for a selected target mode of each of the two or more common gathers;
- align waveforms of the selected target mode based on the travel time curve to generate aligned waveforms with zero apparent slowness;
- generate a coherence-based frequency-wavenumber (F-K) filter by calculating a coherence map between waveforms at different depth indices;
- adaptively filter the aligned waveforms to suppress non-target mode waves and generate filtered waveforms, wherein adaptively filtering the aligned waveforms includes applying the coherence-based F-K filter;
- and
- generate enhanced target mode waveforms based on the filtered waveforms and the travel time curve, the enhanced target mode waveforms divisible into two or more common-gathers of enhanced target mode waveforms, wherein the enhanced dispersion curve includes enhanced signal-to-noise ratios for the selected target mode of the gathered waveforms and suppression of non-target modes relative to the noisy data.
Dependencies are inferred from the claim text.