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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1483285</article-id>
<article-id pub-id-type="doi">10.3389/feart.2024.1483285</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A theoretical analysis of the logging-while-drilling dipole acoustic reflection measurement</article-title>
<alt-title alt-title-type="left-running-head">Li et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/feart.2024.1483285">10.3389/feart.2024.1483285</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Yanghu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2819976/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Zhenlin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Su</surname>
<given-names>Yuanda</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tang</surname>
<given-names>Xiaoming</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2843668/overview"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Research Institute of Petroleum Exploration and Development</institution>, <institution>Xinjiang Oilfield Company of Petro China</institution>, <addr-line>Karamay</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Geosciences</institution>, <institution>China University of petroleum (East China)</institution>, <addr-line>Qingdao</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>College of Petroleum Engineering</institution>, <institution>China University of Petroleum</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1536768/overview">Huaimin Dong</ext-link>, Chang&#x2019;an University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2821748/overview">Pan Zhang</ext-link>, China University of Petroleum Beijing, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2821776/overview">Jiaqi Xu</ext-link>, Harbin Institute of Technology, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xiaoming Tang, <email>tangxiam@aliyun.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1483285</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Li, Wang, Su and Tang.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Li, Wang, Su and Tang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Post-drilling wireline acoustic single-well imaging technology can now detect geological structures tens of meters away from boreholes. Further development of this single-well imaging technology in the logging-while-drilling (LWD) environment will have significant values in real-time applications such as geosteering and reservoir navigation. Based on the wireline imaging application, we propose a new method for the LWD application. In wireline imaging, the four-component (4C) dipole acoustic data are azimuthally rotated to scan the reflectors around the borehole. In LWD, azimuthal scanning is achieved by drilling rotation such that the 4C dipole system in the wireline is replaced by a one-dipole-source and two-receiver LWD system, where the two receivers are mounted on opposite sides of the drill collar. For the LWD application, we first developed the theory for LWD dipole shear-wave reflection imaging and validated the theory using 3D finite-difference waveform modeling. Using the analytical solution, we analyzed the far-field radiation directivity of an acoustic LWD dipole source and the effect of drilling rotation on the shear-wave reflection imaging using the LWD acoustic system. The LWD analysis results show that, for fast formations, the SH-wave is the dominant component for imaging, whereas for slow formations, the P-wave becomes important and can be used for imaging. Our results also indicate that the reflection data acquired by the system are affected by the speed of drilling rotation. The take-off azimuth at the wave radiation may be different from the incident azimuth at the wave reception. Knowing the rotation speed, this azimuth difference can be corrected. A further advantage of using the oppositely mounted receivers is that the reflected wave arrives earlier (later) at the front (back)-side receiver; thus, the arrival time difference between the receivers can be used to eliminate the 180&#xb0;-azimuth ambiguity of dipole acoustic imaging. For reflection imaging, using the proposed LWD system configuration, we tested its azimuth sensitivity and validated its 180&#xb0;-ambiguity solution using synthetic LWD and field wireline dipole data. The results of this work, therefore, provide a theoretical foundation for the development of the LWD acoustic reflection imaging system.</p>
</abstract>
<kwd-group>
<kwd>borehole dipole reflection imaging</kwd>
<kwd>logging while drilling</kwd>
<kwd>azimuthal reception response</kwd>
<kwd>azimuth ambiguity</kwd>
<kwd>geosteering</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Solid Earth Geophysics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>For oil and gas exploration and development in high-angle wells, it is necessary to develop the drilling and logging technology for the complex wells, especially in unconventional oil and gas exploration. The successful development of these complex wells relies on accurate geosteering technology to effectively track reservoir boundaries in real time. In this regard, borehole acoustic reflection imaging offers a promising tool for the geosteering application. In recent years, extensive research on borehole acoustic remote sensing technology has been carried out. Researchers have made significant progress in theoretical modeling, experimental validation, tool development, and field data analyses (e.g., <xref ref-type="bibr" rid="B10">Hornby, 1989</xref>; <xref ref-type="bibr" rid="B24">Tang, 2004</xref>; <xref ref-type="bibr" rid="B28">Tang and Patterson, 2009</xref>; <xref ref-type="bibr" rid="B31">Wei and Tang, 2012</xref>; <xref ref-type="bibr" rid="B26">Tang et al., 2014</xref>; <xref ref-type="bibr" rid="B7">Gong et al., 2015</xref>; <xref ref-type="bibr" rid="B6">Gong et al., 2018</xref>; <xref ref-type="bibr" rid="B9">Hirabayashi et al., 2017</xref>; <xref ref-type="bibr" rid="B15">Li and Yue, 2017</xref>; <xref ref-type="bibr" rid="B3">Bennett, 2019</xref>; <xref ref-type="bibr" rid="B32">Xu et al., 2019</xref>; <xref ref-type="bibr" rid="B2">Ben et al., 2020</xref>; <xref ref-type="bibr" rid="B14">Li et al., 2021a</xref>; <xref ref-type="bibr" rid="B16">Li et al., 2021b</xref>; <xref ref-type="bibr" rid="B17">Li et al., 2021c</xref>; <xref ref-type="bibr" rid="B18">Li et al., 2022a</xref>; <xref ref-type="bibr" rid="B11">Kong et al., 2023a</xref>; <xref ref-type="bibr" rid="B12">Kong et al., 2023b</xref>). The technology has been widely applied in wireline logging to delineate near-borehole geological structures such as formation interfaces, fractures, dissolution cavities, and faults (<xref ref-type="bibr" rid="B4">Bradley et al., 2011</xref>; <xref ref-type="bibr" rid="B25">Tang et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Lee et al., 2019</xref>; <xref ref-type="bibr" rid="B8">Gu et al., 2021</xref>).</p>
<p>The wireline acoustic single-well imaging technology can now detect geological structures several tens of meters away from boreholes into the formation. This detection range is what is needed for the logging-while-drilling (LWD) geosteering application. For this reason, numerous researchers have carried out studies on the LWD acoustic reflection imaging technology (<xref ref-type="bibr" rid="B20">Nakken et al., 1996</xref>; <xref ref-type="bibr" rid="B30">Tang et al., 2007</xref>; <xref ref-type="bibr" rid="B5">Cao et al., 2016</xref>; <xref ref-type="bibr" rid="B22">Tan et al., 2016</xref>). The latest works (<xref ref-type="bibr" rid="B19">Li et al., 2022b</xref>; <xref ref-type="bibr" rid="B23">Tan et al., 2022</xref>; <xref ref-type="bibr" rid="B21">Rao et al., 2023</xref>) analyzed the radiation, scattering, and reception responses of an acoustic LWD dipole source. These studies, however, did not include the effect of drill collar rotation in the LWD environment. For the distance considered in the acoustic reflection imaging, the wave travel time in the formation usually takes several to tens of milliseconds. The wireline tool takes at least a few seconds to make one revolution such that the azimuth change during wave propagation in formation is negligible. In contrast, the LWD tool rotates with the drill bit, and the rotation speed can reach tens or even hundreds of revolutions per minute. In the case of high-speed rotation, one must analyze the effect on the received wavefield.</p>
<p>In the following sections, we first derive the far-field asymptotic solution for the wavefield of a LWD acoustic dipole source and study its radiation characteristics. Using the virtual source analogy, we further analyze the received wavefield for an acoustic reflection model containing a rotating LWD tool in the fluid-filled borehole. By using the cylindrical-wave expansion and the steepest&#x2013;descent methods, we obtain the asymptotic solution for the LWD problem and validate the solution result using 3D finite-difference waveform modeling. Based on the solution result, we propose a one-dipole-source and two-receiver LWD acoustic reflection imaging system. We validate the feasibility of the system for geosteering applications using synthetic LWD and field wireline acoustic data examples.</p>
</sec>
<sec id="s2">
<title>Theoretical analysis</title>
<sec id="s2-1">
<title>Radiation from a LWD dipole source inside the borehole</title>
<p>
<xref ref-type="fig" rid="F1">Figure 1</xref> shows single-well reflection imaging using a LWD dipole tool. Compared with the wireline logging scenario, the drill collar occupies a large portion of the borehole and has substantial influence on the wavefield characteristics. The LWD borehole model consists of the fluid inside the drill collar, the drill collar, the fluid ring between the drill collar and the formation, and the formation, whose outer radii are <italic>r</italic>
<sub>1</sub>, <italic>r</italic>
<sub>2</sub>, <italic>r</italic>
<sub>3</sub>, and infinity, respectively. Assuming that the drill collar is in the center of the borehole, an annular dipole source is placed on the rim of the drill collar and pointed in the direction of the <italic>x</italic>-axis, with the radius of the source (modeled as a fluid ring) being the outer radius of the drill collar (i.e., <italic>r</italic>
<sub>0</sub> &#x3d; <italic>r</italic>
<sub>2</sub>), as shown in <xref ref-type="fig" rid="F1">Figure 1B</xref>. The model shown in <xref ref-type="fig" rid="F1">Figure 1</xref> contains three fluid&#x2013;solid boundaries at the inner and outer collar and the borehole&#x2013;formation interfaces. The fluid&#x2013;solid boundary condition requires the continuity of radial displacement and stress and vanishing of the azimuthal and axial shear stresses. The wave is actuated by assigning the radial displacement generated by the source to the drill collar at the source location. Combining the boundary conditions at the abovementioned interfaces yields a matrix equation with 12 unknown coefficients (<xref ref-type="bibr" rid="B27">Tang and Cheng, 2004</xref>):<disp-formula id="e1">
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</mml:mrow>
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<mml:mi>m</mml:mi>
</mml:mrow>
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</mml:mrow>
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</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>T</mml:mi>
</mml:msup>
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<label>(1)</label>
</disp-formula>where <bold>H</bold> is a 12 &#xd7; 12 matrix and <bold>e</bold> is a 12 &#xd7; 1 vector, the latter resulting from the direct contribution of the dipole source (the detailed expressions of matrix <bold>H</bold> and vector <bold>e</bold> are given in <xref ref-type="sec" rid="s13">Supplementary Appendix A1</xref>). The superscripts <italic>fin</italic>, <italic>dc</italic>, and <italic>fout</italic> correspond to the fluid inside the drill collar, the drill collar, and the fluid ring, respectively, and the respective coefficients govern the strength of the guided waves inside the borehole. The amplitude coefficients with superscript <italic>fm</italic> are related to the radiated waves for imaging geological structures in the formation. For far-field radiation, the asymptotic solutions of the displacement potential function of the radiated P-, SH-, and SV-waves from the LWD dipole source are (<xref ref-type="bibr" rid="B29">Tang and Wei, 2012</xref>).<disp-formula id="e2">
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</mml:msub>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mfrac>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
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<mml:mi>R</mml:mi>
<mml:mo>/</mml:mo>
<mml:msub>
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<mml:mrow>
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<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>4</mml:mn>
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</mml:msup>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
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<mml:mrow>
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<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>t</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mfrac>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <inline-formula id="inf1">
<mml:math id="m3">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the circular frequency; <inline-formula id="inf2">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf3">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the formation P- and S-wave velocities, respectively; <inline-formula id="inf4">
<mml:math id="m6">
<mml:mrow>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>t</mml:mi>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf5">
<mml:math id="m7">
<mml:mrow>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>t</mml:mi>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the steepest&#x2013;descent solutions of the radiated P- and S-wave wavenumbers, respectively; <inline-formula id="inf6">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>t</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf7">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>t</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula> denote the fluid radial wavenumbers calculated from <inline-formula id="inf8">
<mml:math id="m10">
<mml:mrow>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>t</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf9">
<mml:math id="m11">
<mml:mrow>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>t</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, respectively; <inline-formula id="inf10">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the fluid velocity; <italic>I</italic>
<sub>1</sub> represents the first kind of variant Bessel function with one order; <inline-formula id="inf11">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the angle between the radiated-wave direction and the borehole <italic>z</italic>-axis; <inline-formula id="inf12">
<mml:math id="m14">
<mml:mrow>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the angle between the projection of the radiated-wave direction on the horizontal plane and the source orientation; and <italic>R</italic> stands for the distance from the source to the field point. The amplitude coefficients <inline-formula id="inf13">
<mml:math id="m15">
<mml:mrow>
<mml:msup>
<mml:mi>B</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf14">
<mml:math id="m16">
<mml:mrow>
<mml:msup>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf15">
<mml:math id="m17">
<mml:mrow>
<mml:msup>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> are found by solving <xref ref-type="disp-formula" rid="e1">Equation 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Configuration of LWD acoustic single-well reflection imaging <bold>(A)</bold> where the dipole source is oriented in the tool <italic>x</italic>-axis direction and <bold>(B)</bold> receivers are mounted at the opposite sides of the tool along the source orientation. The virtual source analogy is used to model the wave incidence to the borehole.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g001.tif"/>
</fig>
<p>
<xref ref-type="disp-formula" rid="e2">Equation 2</xref> shows that the radiated far-field wave is the product of two terms, one of which controls the spatial distribution of the wavefield and is called the radiation function of the borehole source:<disp-formula id="e3">
<mml:math id="m18">
<mml:mrow>
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi>P</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>B</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>t</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>H</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>t</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>V</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>t</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>The common factor <inline-formula id="inf16">
<mml:math id="m19">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
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</inline-formula> is omitted from <xref ref-type="disp-formula" rid="e3">Equation 3</xref>.</p>
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</inline-formula> is the formation density. The expression in the square bracket of <xref ref-type="disp-formula" rid="e4">Equation 4</xref> yields the far-field radiation directivity of the P-, SH-, and SV-waves, respectively, as<disp-formula id="e5">
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<label>(5)</label>
</disp-formula>
</p>
</sec>
<sec id="s2-2">
<title>Reception response of a LWD tool inside the borehole</title>
<p>When the radiated waves represented by <xref ref-type="disp-formula" rid="e4">Equation 4</xref> encounter a reflector in formation (assume that the reflector size is large compared to wavelength), they are reflected back and recorded by the receiver on the LWD tool (see <xref ref-type="fig" rid="F1">Figure 1B</xref>). The received wave can generally be written as (<xref ref-type="bibr" rid="B29">Tang and Wei, 2012</xref>).<disp-formula id="e6">
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<label>(6)</label>
</disp-formula>where <italic>Q</italic> is the quality factor of the formation for the S- or P-waves; <italic>S</italic> is the source function; <italic>RD</italic> is the far-field radiation function given by <xref ref-type="disp-formula" rid="e3">Equation 3</xref>; <italic>RF</italic> denotes the reflection coefficient of the wave at the reflector, which can be calculated using the Zoeppritz equation (<xref ref-type="bibr" rid="B1">Aki and Richards, 1980</xref>). The form of <italic>RD</italic> and <italic>RF</italic> depends on the type of the incident wave considered (i.e., P-, SH-, or SV-waves); and <inline-formula id="inf19">
<mml:math id="m25">
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<mml:mi>D</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
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</inline-formula> is the total traveled distance from source to reflector and back to borehole, as shown in <xref ref-type="fig" rid="F1">Figure 1A</xref>.</p>
<p>In the LWD measurement, however, it is important to note that the take-off azimuth at the wave radiation may be significantly different from the incident azimuth at the wave reception. For the model shown in <xref ref-type="fig" rid="F1">Figure 1A</xref>, the azimuth of the reflector relative to the tool <italic>x</italic>-axis is <inline-formula id="inf20">
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</mml:mrow>
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</inline-formula> at the wave takeoff; due to the tool rotation, the reflector azimuth changes to <inline-formula id="inf21">
<mml:math id="m27">
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</mml:mrow>
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</inline-formula> when the wave is reflected back to the borehole, where <inline-formula id="inf22">
<mml:math id="m28">
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</inline-formula> is the offset angle of the tool during wave propagation in formation (assuming that tool rotation is clockwise). By treating the reflected wave incidence as spherical wave radiation from the virtual source located at the mirror point of the source on the reflector outside (see <xref ref-type="fig" rid="F1">Figure 1A</xref>), the propagation distance <italic>D</italic> in <xref ref-type="disp-formula" rid="e6">Equation 6</xref> is equated to a straight line linking the virtual source and borehole, as given by<disp-formula id="e7">
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</mml:math>
<label>(7)</label>
</disp-formula>
</p>
<p>As a result, we can express the spherical wave propagation factor in <xref ref-type="disp-formula" rid="e6">Equation 6</xref> as the summation of multipole cylindrical waves:<disp-formula id="e8">
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<label>(8)</label>
</disp-formula>where <inline-formula id="inf23">
<mml:math id="m31">
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</inline-formula>; <inline-formula id="inf24">
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</mml:msub>
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</inline-formula> (<inline-formula id="inf25">
<mml:math id="m33">
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</inline-formula>) is the <italic>n</italic>-order first (second)-kind modified Bessel function; and the Neumann factor <inline-formula id="inf26">
<mml:math id="m34">
<mml:mrow>
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</inline-formula> is taken as 1 for <inline-formula id="inf27">
<mml:math id="m35">
<mml:mrow>
<mml:mi>n</mml:mi>
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</inline-formula> and 2 for <inline-formula id="inf28">
<mml:math id="m36">
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</mml:mrow>
</mml:math>
</inline-formula>. The substitution of <xref ref-type="disp-formula" rid="e8">Equation 8</xref> into <xref ref-type="disp-formula" rid="e6">Equation 6</xref> yields the displacement potential function for the incident P-, SH-, and SV-waves in the frequency&#x2013;wavenumber domain:<disp-formula id="e9">
<mml:math id="m37">
<mml:mrow>
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<label>(9)</label>
</disp-formula>where the superscript <italic>i</italic> denotes the incident wave from the virtual source; the subscripts <italic>P</italic>, <italic>SH</italic>, and <italic>SV</italic> mean that the radiation function <italic>RD</italic> and reflection coefficient <italic>RF</italic> should correspond to the P-, SH-, and SV-waves, respectively. The common factor <inline-formula id="inf29">
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</inline-formula> is omitted from <xref ref-type="disp-formula" rid="e9">Equation 9</xref>.</p>
<p>The incident waves, in turn, will induce wave motions in and outside the borehole, and the induced wave displacement potential function of the P- and S-waves in the frequency&#x2013;wavenumber domain has the same form as in <xref ref-type="disp-formula" rid="e8">Equation 8:</xref>
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</mml:mrow>
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</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
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<mml:munderover>
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</mml:mstyle>
<mml:mtable columnalign="left">
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</mml:mtable>
</mml:mrow>
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</mml:mtr>
<mml:mtr>
<mml:mtd>
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</mml:mstyle>
<mml:mtable columnalign="left">
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<mml:mtd>
<mml:mrow>
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<mml:mrow>
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</mml:mrow>
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<mml:mrow>
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</mml:mrow>
</mml:mrow>
</mml:mfenced>
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<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>n</mml:mi>
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<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>s</mml:mi>
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</mml:mrow>
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</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
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<mml:mrow>
<mml:mfenced open="" close="}" separators="|">
<mml:mrow>
<mml:mrow>
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<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
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<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>F</mml:mi>
<mml:mi>n</mml:mi>
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</mml:msubsup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>where <inline-formula id="inf30">
<mml:math id="m40">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the function of the fluid P-wave inside the drill collar or fluid ring; <inline-formula id="inf31">
<mml:math id="m41">
<mml:mrow>
<mml:mi>&#x3d5;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf32">
<mml:math id="m42">
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf33">
<mml:math id="m43">
<mml:mrow>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> are for the P-, SH-, and SV-waves in the drill collar or formation; <inline-formula id="inf34">
<mml:math id="m44">
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>f</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf35">
<mml:math id="m45">
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mi>&#x3b1;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf36">
<mml:math id="m46">
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mi>&#x3b2;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula> are the fluid P-, solid P-, and S-wave radial wavenumbers, respectively; <inline-formula id="inf37">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf38">
<mml:math id="m48">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf39">
<mml:math id="m49">
<mml:mrow>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> denote fluid P-, solid P-, and S-wave velocities, respectively; and <inline-formula id="inf40">
<mml:math id="m50">
<mml:mrow>
<mml:msubsup>
<mml:mi>A</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>f</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> &#x223c; <inline-formula id="inf41">
<mml:math id="m51">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf42">
<mml:math id="m52">
<mml:mrow>
<mml:msubsup>
<mml:msup>
<mml:mi>A</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi>n</mml:mi>
<mml:mi>f</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> &#x223c; <inline-formula id="inf43">
<mml:math id="m53">
<mml:mrow>
<mml:msubsup>
<mml:mi>F</mml:mi>
<mml:mi>n</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> are the amplitude coefficients of the respective waves. For the wavefield inside the collar (outside borehole), we must set the coefficients <inline-formula id="inf44">
<mml:math id="m54">
<mml:mrow>
<mml:msubsup>
<mml:mi>B</mml:mi>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf45">
<mml:math id="m55">
<mml:mrow>
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<mml:msup>
<mml:mi>B</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi>n</mml:mi>
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<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> (<inline-formula id="inf46">
<mml:math id="m56">
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<mml:mi>A</mml:mi>
<mml:mi>n</mml:mi>
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<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf47">
<mml:math id="m57">
<mml:mrow>
<mml:msubsup>
<mml:msup>
<mml:mi>A</mml:mi>
<mml:mo>&#x2032;</mml:mo>
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<mml:mi>n</mml:mi>
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<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf48">
<mml:math id="m58">
<mml:mrow>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf49">
<mml:math id="m59">
<mml:mrow>
<mml:msubsup>
<mml:msup>
<mml:mi>C</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf50">
<mml:math id="m60">
<mml:mrow>
<mml:msubsup>
<mml:mi>E</mml:mi>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf51">
<mml:math id="m61">
<mml:mrow>
<mml:msubsup>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>) to 0 to prevent the wavefield from going to infinity.</p>
<p>Combining <xref ref-type="disp-formula" rid="e9">Equations 9</xref>, <xref ref-type="disp-formula" rid="e10">10</xref> in conjunction with the boundary conditions for the three interfaces of the LWD model (see <xref ref-type="fig" rid="F1">Figure 1</xref>), we obtain two matrix equations for the amplitude coefficients in the abovementioned equations<disp-formula id="e11">
<mml:math id="m62">
<mml:mrow>
<mml:mtext>and&#x2009;</mml:mtext>
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</mml:msubsup>
<mml:mo>,</mml:mo>
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<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msubsup>
<mml:mo>,</mml:mo>
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<mml:mi>B</mml:mi>
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</mml:msubsup>
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<mml:mo>,</mml:mo>
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<mml:mi>m</mml:mi>
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<mml:mo>,</mml:mo>
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<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>T</mml:mi>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>where the superscripts of the coefficient vectors have the same meaning as in <xref ref-type="disp-formula" rid="e1">Equation 1</xref> and the matrix <bold>H</bold> is the same as in <xref ref-type="disp-formula" rid="e1">Equation 1</xref>. The vectors <inline-formula id="inf52">
<mml:math id="m63">
<mml:mrow>
<mml:mi mathvariant="bold">e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf53">
<mml:math id="m64">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> result from the P-, SH-, and SV-wave incidence from the virtual source. The detailed expressions of the vectors are given in <xref ref-type="sec" rid="s13">Supplementary Appendix A2</xref>. Note that the tool rotation effect between wave radiation and incidence is included in the expressions.</p>
<p>The radial distance <inline-formula id="inf54">
<mml:math id="m65">
<mml:mrow>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> of the virtual source considered for the reflection imaging problem is generally large compared to wavelength such that the far-field condition <inline-formula id="inf55">
<mml:math id="m66">
<mml:mrow>
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
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</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x226b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> holds true, and the steepest-descent method can be used to calculate the wavenumber integral in <xref ref-type="disp-formula" rid="e10">Equation 10</xref> (<xref ref-type="bibr" rid="B28">Tang and Patterson, 2009</xref>).</p>
<p>For the reflected wave reception in LWD, the receivers are located on the rim of the drill collar, having the same radius <inline-formula id="inf56">
<mml:math id="m67">
<mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as that of the ring source. Therefore, the received wavefield corresponds to that of the borehole fluid at the drill collar interface.</p>
<p>For fluid pressure (<inline-formula id="inf57">
<mml:math id="m68">
<mml:mrow>
<mml:mi>p</mml:mi>
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<mml:mi>&#x3c1;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:msup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
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<mml:mi>u</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>),<disp-formula id="e12">
<mml:math id="m69">
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
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<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mstyle displaystyle="true">
<mml:munderover>
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</mml:mrow>
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</mml:mrow>
</mml:munderover>
</mml:mstyle>
<mml:mtable columnalign="left">
<mml:mtr>
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<label>(12)</label>
</disp-formula>
</p>
<p>For radial fluid displacement (<inline-formula id="inf58">
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<mml:mrow>
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<mml:mtable columnalign="left">
<mml:mtr>
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<mml:mo>&#x2212;</mml:mo>
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<mml:mrow>
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<mml:mrow>
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<mml:msub>
<mml:mi>r</mml:mi>
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</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>where <inline-formula id="inf59">
<mml:math id="m72">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mn>0</mml:mn>
<mml:mi>i</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula> is the radial wavenumber of the fluid P-wave, <inline-formula id="inf60">
<mml:math id="m73">
<mml:mrow>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mn>0</mml:mn>
<mml:mi>i</mml:mi>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the steepest&#x2013;descent solution of the wavenumber of the incident wave, and <inline-formula id="inf61">
<mml:math id="m74">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represents the angle between the incident direction of the wave and borehole axis; note that the wave travel distance <italic>D</italic> in <xref ref-type="disp-formula" rid="e6">Equations 6</xref>, <xref ref-type="disp-formula" rid="e8">8</xref> becomes <inline-formula id="inf62">
<mml:math id="m75">
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msubsup>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mn>0</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:msup>
<mml:mi>z</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula> under the condition of <inline-formula id="inf63">
<mml:math id="m76">
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mo>&#x226a;</mml:mo>
<mml:msubsup>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>. Fourier transform for <xref ref-type="disp-formula" rid="e12">Equations 12</xref>, <xref ref-type="disp-formula" rid="e13">13</xref> to the time domain yields the received waveform, which can be compared with waveform data from finite-difference numerical modeling.</p>
</sec>
<sec id="s2-3">
<title>Result verification</title>
<p>To validate the result from the abovementioned analytical solution, we carried out 3D finite-difference modeling (<xref ref-type="bibr" rid="B31">Wei and Tang, 2012</xref>) for the model given in <xref ref-type="fig" rid="F1">Figure 1</xref> (see model parameters in <xref ref-type="table" rid="T1">Table 1</xref>). The reflector is an interface between formations 1 and 2. The reflector has an azimuth angle of 0&#xb0; and an inclination angle of 45&#xb0;. The borehole is surrounded by a fast formation (see <xref ref-type="table" rid="T1">Table 1</xref>), and the borehole-to-virtual source distance is 10 m. Inside the borehole, the receivers are at a 1-m distance above the source and azimuthally spaced at 45&#xb0;, as shown in <xref ref-type="fig" rid="F2">Figure 2A</xref>. <xref ref-type="bibr" rid="B22">Tan et al. (2016)</xref> indicated that the dominant frequency band of LWD dipole shear-wave remote detection is 1,800 Hz&#x2013;2,500 Hz. Therefore, a 2,500-Hz Ricker wavelet is used for the source excitation here. For this numerical validation modeling, the tool is stationary, i.e., the <inline-formula id="inf64">
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<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
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</inline-formula> angle in <xref ref-type="disp-formula" rid="e9">Equation 9</xref> is set to 0.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Model parameters for LWD calculation.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center"/>
<th align="center">P-velocity (m&#xb7;s<sup>-1</sup>)</th>
<th align="center">S-velocity (m&#xb7;s<sup>-1</sup>)</th>
<th align="center">Density (kg&#xb7;m<sup>-3</sup>)</th>
<th align="center">Radii (m)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Fluid in the drill collar</td>
<td align="center">1,500</td>
<td align="center">&#x2014;</td>
<td align="center">1,000</td>
<td align="center">0.027</td>
</tr>
<tr>
<td align="center">Drill collar</td>
<td align="center">5,860</td>
<td align="center">3,130</td>
<td align="center">7,850</td>
<td align="center">0.090</td>
</tr>
<tr>
<td align="center">Fluid ring</td>
<td align="center">1,500</td>
<td align="center">&#x2014;</td>
<td align="center">1,000</td>
<td align="center">0.117</td>
</tr>
<tr>
<td align="center">Fast formation</td>
<td align="center">4,000</td>
<td align="center">2,300</td>
<td align="center">2,500</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">Slow formation</td>
<td align="center">2,074</td>
<td align="center">869</td>
<td align="center">2,250</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">Formation 2</td>
<td align="center">4,500</td>
<td align="center">3,000</td>
<td align="center">2,600</td>
<td align="center">&#x221e;</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> Cross-section of LWD receiving configuration using azimuthally spaced receivers on the collar rim. <bold>(B)</bold> Comparison of the SV-wave reflection waves from the 3D finite-difference (dots) and the analytical solution (solid curves) calculations.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g002.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F2">Figure 2B</xref> compares the numerical (dots) and analytical (curve) waveforms at the azimuthally distributed receivers for the dipole source pointing to the <italic>x</italic>-axis direction. The comparison is in the time range from 5 ms to 9 ms, so that the waves traveling along the borehole, as shown in finite-difference modeling, are skipped, and only the reflected waves from the surrounding formation are compared. For validation purposes, <xref ref-type="fig" rid="F2">Figure 2B</xref> shows only the comparison for the SV-waves for the inclined reflector model. The numerical and analytical waves agree very well, validating our asymptotic solution result.</p>
</sec>
</sec>
<sec id="s3">
<title>Far-field radiation directivity of a LWD dipole source</title>
<p>
<xref ref-type="disp-formula" rid="e5">Equation 5</xref> allows us to investigate the radiation characteristics of a LWD dipole source inside the borehole. For the dipole source pointing to the <italic>x</italic>-axis (see <xref ref-type="fig" rid="F1">Figure 1A</xref>), <xref ref-type="fig" rid="F3">Figure 3</xref> shows the far-field radiation patterns of the formation SH-, SV-, and P-waves for the 2,500-Hz source frequency. The radial scales mark the relative amplitude of the radiated waves for a source of unit intensity for the radiation angle in the <inline-formula id="inf65">
<mml:math id="m78">
<mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
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</inline-formula> range. The SH (SV- and P-)-wave patterns are shown for the <italic>yoz</italic> (<italic>xoz</italic>) plane, where the azimuthal variation of the patterns attains maximum. The azimuthal variation in the SH (SV- and P-)-wave pattern is sin<italic>&#x3c6;</italic> (cos<italic>&#x3c6;</italic>), as shown in <xref ref-type="disp-formula" rid="e5">Equation 5</xref>. When the formation reflector strikes in the direction parallel (perpendicular) to the dipole source orientation, the reflected SH-wave (SV- and P-waves) amplitude will be the largest. Notably, the borehole reception and radiation have the same directivity patterns because of reciprocity (<xref ref-type="bibr" rid="B26">Tang et al., 2014</xref>). The azimuthal variation characteristics of the dipole radiation are the basis for identifying the reflector azimuth in wireline dipole shear-wave reflection imaging, which also holds true for the LWD situation.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>SH-, SV-, and P-wave radiation patterns of a 2,500-Hz LWD dipole source in <bold>(A)</bold> fast and <bold>(B)</bold> slow formations.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g003.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F3">Figure 3</xref> shows radiation patterns for both fast and slow formations (see <xref ref-type="table" rid="T1">Table 1</xref>). In the fast-formation case (<xref ref-type="fig" rid="F3">Figure 3A</xref>), the P- and SH-wave patterns show the maximum strength in the horizontal direction, whereas the SV-wave pattern is null in this direction. This means that the P- and SH-waves, instead of the SV-wave, should be used to image reflectors that are inclined or parallel with the borehole. In the slow-formation case, the SH- and SV-wave patterns (<xref ref-type="fig" rid="F3">Figure 3B</xref>) are more complex, and their radiation coverages decrease. In comparison, the P-wave radiation has the highest strength and coverage, meaning that the LWD dipole P-wave can be used for reflection imaging in slow formations.</p>
</sec>
<sec id="s4">
<title>The one-dipole-source and two-receiver LWD measurement system</title>
<p>The wireline dipole acoustic reflection measurement acquires a four-component (4C) dataset (<italic>xx</italic>, <italic>xy</italic>, <italic>yx</italic>, and <italic>yy</italic>). The 4C data are mathematically rotated to scan a formation reflector in 360&#xb0;. In the LWD case, azimuthal scanning is achieved by the drilling rotation, which allows us to use a one-dipole-source and two-receiver LWD system for the reflection measurement.</p>
<sec id="s4-1">
<title>The principle of rotation imaging</title>
<p>The source&#x2013;receiver configuration for the LWD measurement system is shown in <xref ref-type="fig" rid="F1">Figure 1B</xref>, where the wave signals radiated from the dipole source are recorded by two receivers that are oppositely mounted on the collar rim along the dipole source direction. These two receivers form a receiving station, and the tool consists of eight or more such receiving stations. The receivers record two signals <inline-formula id="inf66">
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<label>(14)</label>
</disp-formula>
</p>
<p>For a centered tool in the borehole, <xref ref-type="disp-formula" rid="e14">Equation 14</xref> produces a dipole signal as the <italic>n</italic> &#x3d; 1 term is dominant the sum of the series of <xref ref-type="disp-formula" rid="e12">Equations 12</xref>, <xref ref-type="disp-formula" rid="e13">13</xref>. The far-field wavefield of the centered annular dipole source is equivalent to that generated by a single force source on the well axis, and this simplified view is shown in <xref ref-type="fig" rid="F4">Figure 4</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Schematic diagram of LWD dipole reflection imaging using four-component data.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g004.tif"/>
</fig>
<p>Relative to the reflection azimuth, the dipole source vector can be projected onto two orthogonal directions perpendicular and parallel to the reflector, giving rise to the SV (and P) and SH components in the reflection data. We now record the data using the <italic>x</italic>-oriented receivers of the measurement system. Considering the tool rotation, the recorded data are as follows:<disp-formula id="e15">
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</mml:mfenced>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>Z</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
<label>(16)</label>
</disp-formula>where <inline-formula id="inf70">
<mml:math id="m86">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the angle between the reflector azimuth and coordinate north. Using the triangle function property, <xref ref-type="disp-formula" rid="e16">Equation 16</xref> can also be written as<disp-formula id="e17">
<mml:math id="m87">
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>Z</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>V</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>S</mml:mi>
<mml:mi>H</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>Z</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>V</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>S</mml:mi>
<mml:mi>H</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>P</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>Z</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>P</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>Z</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>P</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
<label>(17)</label>
</disp-formula>
</p>
<p>
<xref ref-type="disp-formula" rid="e17">Equation 17</xref> indicates that relative to the case of no tool rotation (i.e., <inline-formula id="inf71">
<mml:math id="m88">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>), the reflector azimuth for a rotating tool, as determined from <inline-formula id="inf72">
<mml:math id="m89">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> or <inline-formula id="inf73">
<mml:math id="m90">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>P</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, is offset by <inline-formula id="inf74">
<mml:math id="m91">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> in the opposite direction of the tool rotation.</p>
<p>Using the analytical solution of <xref ref-type="disp-formula" rid="e12">Equation 12</xref>, the operation of the proposed one-dipole-source and two-receiver LWD measurement system can be accurately modeled and analyzed. In this modeling, we assume a 60&#xb0;-dip reflector facing the north direction (i.e., <inline-formula id="inf75">
<mml:math id="m92">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) and a borehole-to-virtual source distance of 20 m. The source-to-receiver distance is 3 m; a 2,500-Hz Ricker wavelet is used for the source excitation. <xref ref-type="table" rid="T1">Table 1</xref> shows the simulation parameters of the borehole and formation (the fast formation is used for formation 1). <xref ref-type="fig" rid="F5">Figures 5</xref>, <xref ref-type="fig" rid="F6">6</xref> show the modeled <inline-formula id="inf76">
<mml:math id="m93">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf77">
<mml:math id="m94">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>P</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> data, respectively, as calculated using <xref ref-type="disp-formula" rid="e14">Equation 14</xref>, for the azimuth <italic>AZ</italic> ranging from 0&#xb0; to 360&#xb0;, where the azimuthal labels represent the azimuth and the radial label represents the wave arrival time. In the respective figures, the stationary (A, <inline-formula id="inf78">
<mml:math id="m95">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) and rotating (B, <inline-formula id="inf79">
<mml:math id="m96">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mn>20</mml:mn>
<mml:mi mathvariant="normal">o</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>) tool cases are modeled, and the variation patterns of the normalized wave amplitude <inline-formula id="inf80">
<mml:math id="m97">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>Z</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf81">
<mml:math id="m98">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>P</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>Z</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> are compared in (C).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Azimuthal variation in the S-wave data from the LWD system. <bold>(A)</bold> Waveform <italic>versus</italic> azimuth for <italic>&#x3b4;</italic> &#x3d; 0&#xb0;. <bold>(B)</bold> Waveform <italic>versus</italic> azimuth for <italic>&#x3b4;</italic> &#x3d; 20&#xb0;. <bold>(C)</bold> Amplitude variation patterns of <bold>(A)</bold> and <bold>(B)</bold>; note that the pattern of <bold>(B)</bold> is rotated <italic>&#x3b4;</italic>/2 relative to that of <bold>(A)</bold>.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Azimuthal variation in the P-wave data from the LWD system. <bold>(A)</bold> Waveform <italic>versus</italic> azimuth for <italic>&#x3b4;</italic> &#x3d; 0&#xb0;. <bold>(B)</bold> Waveform <italic>versus</italic> azimuth for <italic>&#x3b4;</italic> &#x3d; 20&#xb0;. <bold>(C)</bold> Amplitude variation patterns of <bold>(A)</bold> and <bold>(B)</bold>; note that the pattern of <bold>(B)</bold> is rotated <italic>&#x3b4;</italic>/2 relative to that of <bold>(A)</bold>.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g006.tif"/>
</fig>
<p>The results show the maximum of <inline-formula id="inf82">
<mml:math id="m99">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf83">
<mml:math id="m100">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>P</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> points, respectively, toward the reflector strike and normal direction, as is the typical dipole characteristic. However, if the azimuth of the tool changes significantly during wave propagation in formation, the variation pattern of the <inline-formula id="inf84">
<mml:math id="m101">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf85">
<mml:math id="m102">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>P</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> data will change accordingly. The modeling results given in <xref ref-type="fig" rid="F5">Figures 5C</xref>, <xref ref-type="fig" rid="F6">6C</xref> indicate that the azimuth offset of <inline-formula id="inf86">
<mml:math id="m103">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mn>20</mml:mn>
<mml:mi mathvariant="normal">o</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> results in a 10&#xb0; offset in the opposite direction of the tool rotation, which is consistent with <xref ref-type="disp-formula" rid="e17">Equation 17</xref>. Therefore, when using the amplitude information of dipole data <inline-formula id="inf87">
<mml:math id="m104">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> to determine the reflector azimuth, the result needs to be shifted <inline-formula id="inf88">
<mml:math id="m105">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> toward the rotation direction of the tool to correct the rotation effect. Based on the abovementioned analyses, the formula for determining the reflector azimuth using the LWD system is as follows.</p>
<p>For S-wave,<disp-formula id="e18">
<mml:math id="m106">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>max</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>Z</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(18)</label>
</disp-formula>
</p>
<p>For P-wave,<disp-formula id="e19">
<mml:math id="m107">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>max</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>P</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>Z</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>/</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mo>/</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#xb1;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(19)</label>
</disp-formula>where the symbol max denotes seeking the value of <italic>AZ</italic> to maximize the function <inline-formula id="inf89">
<mml:math id="m108">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula>. The offset angle of the tool can be calculated from the rotation speed (revolutions per minute, <italic>RPM</italic>) and the arrival time (<italic>T</italic>
<sub>0</sub>) of the reflected signal as <inline-formula id="inf90">
<mml:math id="m109">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>R</mml:mi>
<mml:mi>P</mml:mi>
<mml:mi>M</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The waveforms <italic>xx</italic>
<sup>(<italic>m</italic>)</sup> in <xref ref-type="disp-formula" rid="e14">Equation 14</xref> represent the recorded data at different times of source excitations, and the depth position of the source might change for different time stances. However, in the field logging scenario, the rate of penetration (<italic>ROP</italic>) of the bit is usually slow, which allows us to ignore the effect of the depth variation on the recorded data.</p>
</sec>
<sec id="s4-2">
<title>Elimination of azimuth ambiguity for the LWD system</title>
<p>The above mentioned analysis results also exhibit an inherent 180&#xb0;-azimuth ambiguity of the dipole system, as apparent from <xref ref-type="disp-formula" rid="e16">Equations 16</xref>, <xref ref-type="disp-formula" rid="e17">17</xref> (and from <xref ref-type="fig" rid="F5">Figures 5C</xref>, <xref ref-type="fig" rid="F6">6C</xref>). This ambiguity can be eliminated using the arrival time difference between the <italic>xx</italic>
<sub>1</sub> and <italic>xx</italic>
<sub>2</sub> data of the oppositely mounted receivers of the LWD system, as shown below.</p>
<p>For the case of <inline-formula id="inf91">
<mml:math id="m110">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> shown in <xref ref-type="fig" rid="F5">Figures 5</xref>, <xref ref-type="fig" rid="F6">6</xref>, <xref ref-type="fig" rid="F7">Figure 7</xref> compares the waveforms <italic>xx</italic>
<sub>1</sub> and <italic>xx</italic>
<sub>2</sub> of the S- and P-waves (normalized by their maximum amplitude) for the tool azimuth <italic>AZ</italic> value of 30&#xb0;. For this configuration, receiver <italic>x</italic>
<sub>1</sub> (<italic>x</italic>
<sub>2</sub>) faces forward (backward) to the reflector such that <italic>xx</italic>
<sub>1</sub> arrives earlier than <italic>xx</italic>
<sub>2</sub> for both the S-wave (<xref ref-type="fig" rid="F7">Figure 7A</xref>) and P-wave (<xref ref-type="fig" rid="F7">Figure 7B</xref>) cases. For a closer look at the time difference, the S-waveform of <italic>xx</italic>
<sub>2</sub> is flipped in <xref ref-type="fig" rid="F7">Figure 7A</xref> (this flipping does not change the arrival time of the waveform). The arrival time difference between <italic>xx</italic>
<sub>1</sub> and <italic>xx</italic>
<sub>2</sub> can be utilized to provide a method for determining which side the reflector is at, front or back, thus eliminating the 180&#xb0; ambiguity of the existing dipole acquisition system. It should be noted that <italic>AZ</italic> is the take-off azimuth of the tool at the source radiation. The tool azimuth at the data recording is (<inline-formula id="inf92">
<mml:math id="m111">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>Z</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>). Therefore, when using the arrival time difference between the reflected waves <italic>xx</italic>
<sub>1</sub> and <italic>xx</italic>
<sub>2</sub> to distinguish the reflector azimuth, it may be necessary to offset the tool azimuth by <inline-formula id="inf93">
<mml:math id="m112">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> toward the rotation direction to compensate for the rotation-related arrival time changes.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Comparison of <italic>xx</italic>
<sub>1</sub> and <italic>xx</italic>
<sub>2</sub> signals received at the opposite side of the tool (tool azimuth is 30&#xb0; and <italic>&#x3b4;</italic> &#x3d; 0). <bold>(A)</bold> and <bold>(B)</bold> are for S- and P-waves, respectively.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="s5">
<title>Analysis of examples</title>
<sec id="s5-1">
<title>Analysis of a synthetic LWD example</title>
<p>We now use the synthetic LWD dipole acoustic reflection data to test the applicability of the proposed LWD system and method for the drilling rotation condition. For the model shown in <xref ref-type="fig" rid="F8">Figure 8</xref>, the reflector intersects the borehole with an angle of 30&#xb0; in the middle of the 140-m-depth section, with the azimuth angles of the reflector in the lower and upper part of the intersection being 60&#xb0; and 240&#xb0;, respectively. The dipole S-wave detection method is used for data acquisition and processing, the results of which are given in <xref ref-type="fig" rid="F9">Figure 9</xref>. It is assumed that the drilling has an RPM of 100 and an ROP of 10 m per hour. The time interval of the source excitation is 5 s. The time sampling interval and sampling points of the wavefield are 36 &#x3bc;s and 1,024, respectively. The dipole source is located 3 m below the receivers, and the source frequency is 2,500 Hz. The parameters of the borehole and formation and reflector are shown in <xref ref-type="table" rid="T1">Table 1</xref>, where fast formation 1 is used for the simulation.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Borehole model with an inclined reflection interface.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Synthetic data analysis example for delineating a formation reflector, simulating the drilling rotation of the LWD dipole system.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g009.tif"/>
</fig>
<p>Panel 1 of <xref ref-type="fig" rid="F9">Figure 9</xref> shows the azimuthal curve of the tool relative to north, indicating that the tool rotates rapidly for this while drilling simulation. Note that for a clearer view, the results of panels 1, 6, and 7 are displayed at intervals of 20 depth points. The computed <italic>xx</italic>
<sub>1</sub> and <italic>xx</italic>
<sub>2</sub> waveform data are displayed as variable density images in panels 2 and 3, respectively. For comparison, we also computed the borehole flexural waves traveling directly along the borehole, as indicated in the panels. For the data analysis, we first separate the <italic>xx</italic>
<sub>1</sub> and <italic>xx</italic>
<sub>2</sub> waves from the direct waves in the data and then compute the dipole data <italic>xx</italic> using <xref ref-type="disp-formula" rid="e14">Equation 14</xref>. Next, taking a moving depth window (about 41 adjacent depths, enough to cover several rotation cycles), the energy (squared amplitude) of the <italic>xx</italic> data <italic>versus</italic> the azimuth was computed for each depth within the window. Moving the window along the entire depth zone yields an energy image map <italic>versus</italic> tool azimuth in panel 4. The trend of the maximum energy delineates the reflector azimuth, as shown by the black line in panel 4, which shows that the reflector strike is approximately 140&#xb0; &#x223c; 150&#xb0; or 320&#xb0; &#x223c; 330&#xb0;. Therefore, the reflector azimuth is approximately 50&#xb0; &#x223c; 60&#xb0; or 230&#xb0; &#x223c; 240&#xb0;. Note that the delineated azimuth trend shows a drift from the borehole&#x2013;reflector intersection toward the top or bottom of the well. This drift is the result of the tool azimuth offset between wave radiation and reception, as discussed before. From the wave travel time and RMP of the simulation, the offset angle <inline-formula id="inf94">
<mml:math id="m113">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>R</mml:mi>
<mml:mi>P</mml:mi>
<mml:mi>M</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is calculated and plotted in panel 5. Correcting the data of panel 4 using the <italic>&#x3b4;</italic> data of panel 5, we obtain the reflector azimuth in panel 6, as shown by the two data trends (markers) of approximately 60&#xb0; and 240&#xb0;. The result, however, shows the typical 180&#xb0; ambiguity in the reflector azimuth. The final step of the analysis is to eliminate this ambiguity, and the time difference between the <italic>xx</italic>
<sub>1</sub> and <italic>xx</italic>
<sub>2</sub> waves is evaluated. The result is color-coded using the data of panel 6 (red: the time difference is positive; blue: the time difference is negative). The time-difference information allows us to choose the correct reflector azimuth. The azimuth data in panel 7 are consistent with the model shown in <xref ref-type="fig" rid="F8">Figure 8</xref>, which shows that the up-dip and down-dip components of the reflector are on the opposite sides of the well, with azimuth angles of approximately 240&#xb0; and 60&#xb0;, respectively. Detailed time-difference and tool-rotation correction analyses are discussed in the following section.</p>
<p>To substantiate the abovementioned modeling and analysis results, we analyze the data at depths of 55.8464 m and 139.6063 m, which correspond to the up- and down-dip parts of the reflector, respectively. For the depth of 55.8464 m, 20 measurement points are selected above and below the depth, and the (normalized) amplitude of the wave <inline-formula id="inf95">
<mml:math id="m114">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> <italic>versus</italic> the azimuth is shown in <xref ref-type="fig" rid="F10">Figure 10A</xref> for 41 depths (markers). The red curve given in <xref ref-type="fig" rid="F10">Figure 10A</xref> is from the linear fitting of the data. The amplitude data peak at approximately 150&#xb0; or 330&#xb0;, indicating that the reflector strike is approximately 150&#xb0; or 330&#xb0; and the reflector azimuth is approximately 60&#xb0; or 240&#xb0;. <xref ref-type="fig" rid="F10">Figure 10B</xref> compares the waveforms <italic>xx</italic>
<sub>1</sub> and <italic>xx</italic>
<sub>2</sub> for this depth point, where the tool azimuth is 300&#xb0;. The figure shows that <italic>xx</italic>
<sub>1</sub> is ahead of <italic>xx</italic>
<sub>2</sub>, which indicates that receiver <italic>x</italic>
<sub>1</sub> (<italic>x</italic>
<sub>2</sub>) is at the same (opposite) side of the reflector. The true azimuth of the reflector is therefore 240&#xb0;.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Reflector azimuth determination for the depth of 55.8464 m. <bold>(A)</bold> Data amplitude <italic>versus</italic> azimuth shows the 180&#xb0; ambiguity. <bold>(B)</bold> Comparing the time difference of the opposite receivers resolves the ambiguity.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g010.tif"/>
</fig>
<p>For the down-dip depth of 139.6063 m, <xref ref-type="fig" rid="F11">Figure 11A</xref> shows that the amplitude data peak at approximately 140&#xb0; or 320&#xb0; and the reflector azimuth is approximately 50&#xb0; or 230&#xb0;. As shown in panel 5 of <xref ref-type="fig" rid="F9">Figure 9</xref>, at this depth point, the tool rotation offset angle is 17.6&#xb0;; after the rotation correction, the reflector azimuth is approximately 58.8&#xb0; or 238.8&#xb0;. The tool azimuth for this depth point is 173&#xb0;. According to the rotation angle of the tool, the true tool azimuth at the data recording should be 190.6&#xb0;. The waveforms measured at this depth show that <italic>xx</italic>
<sub>2</sub> is ahead of <italic>xx</italic>
<sub>1</sub> (<xref ref-type="fig" rid="F11">Figure 11B</xref>), indicating that receiver <italic>x</italic>
<sub>2</sub> (<italic>x</italic>
<sub>1</sub>) is at the same (opposite) side of the reflector. The true azimuth of the reflector is approximately 58.8&#xb0;. We notice that the azimuth result at 55.8464 m is obtained without the tool rotation correction. This is because the reflector is close to the borehole at this depth, and the angle-offset value due to the rotation is small and can thus be ignored. This synthetic modeling example validates the concept of the LWD system and the analysis results.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Reflector azimuth determination for the depth of 139.6063 m. <bold>(A)</bold> Data amplitude <italic>versus</italic> azimuth shows the 180&#xb0; ambiguity. <bold>(B)</bold> Comparing the time difference of the opposite receivers resolves the ambiguity.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g011.tif"/>
</fig>
</sec>
<sec id="s5-2">
<title>Analysis of a field wireline example</title>
<p>Encouraged by the success of the synthetic LWD datatest and results, we use a dipole dataset from wireline logging for a further test. <xref ref-type="fig" rid="F12">Figure 12</xref> shows the azimuthal imaging results of dipole shear-wave measurement data within a 20-m interval of a well. The azimuth curve in panel 1 shows that the tool rotates continuously in this well section. First, the acquired four-component dipole data (<italic>xx</italic>, <italic>xy</italic>, <italic>yx</italic>, and <italic>yy</italic>) are processed through filtering, wavefield separation, and migration imaging, which yields the reflection signal from the reflector outside the borehole. In addition, the four-component reflection data are rotated to obtain the imaging of the well section in the 0&#xb0;&#x2013;150&#xb0; azimuth (relative to the North Pole), as shown in panels 2&#x2013;7. It can be seen that there is a high inclination angle reflector approximately 15 m away from the well, and the reflector is most clearly imaged in the 60&#xb0; azimuth, whereas it is not imaged in the 150&#xb0; azimuth, which indicates that the reflector strike is approximately 60&#xb0; north by east (or 60&#xb0; south by west).</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Azimuthal imaging result of wireline dipole shear-wave reflection data measured in an actual well.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g012.tif"/>
</fig>
<p>Furthermore, only the <italic>xx</italic> component is used for azimuth recognition. For the depth of 799 m, 15 measurements are selected above and below the depth point, respectively. <xref ref-type="fig" rid="F13">Figures 13A, B</xref> show the normalized azimuth amplitude results in the form of polar and Cartesian coordinate systems, respectively. The results show that at the depth range corresponding to these 31 measurement points, the tool rotated continuously by approximately 70&#xb0;, and the signal amplitude reaches its maximum near 240&#xb0;. Combined with the theoretical results shown in <xref ref-type="fig" rid="F5">Figure 5</xref>, it is observed that the reflector strike is approximately 240&#xb0; (i.e., 60&#xb0; south by west), which is consistent with the orientation identification results obtained using the four-component rotation shown in <xref ref-type="fig" rid="F12">Figure 12</xref>. The field example preliminarily confirms the practicability of the method proposed in this paper.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Azimuthal comparison result of wireline dipole shear-wave <italic>xx</italic>-component reflection data in the <bold>(A)</bold> polar and <bold>(B)</bold> Cartesian coordinate systems.</p>
</caption>
<graphic xlink:href="feart-12-1483285-g013.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s6">
<title>Discussion</title>
<p>The central result of this work is the analytical solutions of <xref ref-type="disp-formula" rid="e12">Equations 12</xref>, <xref ref-type="disp-formula" rid="e13">13</xref> for modeling the LWD tool reception responses in the borehole acoustic dipole reflection survey. The analytical solutions strictly consider the off-axis data acquisition configuration and the rotation effect of the drill collar, which has not been taken into account simultaneously in current studies. For example, <xref ref-type="bibr" rid="B22">Tan et al. (2016)</xref> and <xref ref-type="bibr" rid="B23">Tan et al. 2022</xref> assumed an ideal on-axis data acquisition configuration and simulated the reception response for LWD dipole shear-wave reflection imaging using the elastic reciprocity theorem, while existing analyses (<xref ref-type="bibr" rid="B22">Tan et al., 2016</xref>; <xref ref-type="bibr" rid="B23">2022</xref>; <xref ref-type="bibr" rid="B19">Li et al., 2022b</xref>; <xref ref-type="bibr" rid="B21">Rao et al., 2023</xref>) assumed that the drill collar is stationary, which is inconsistent with the actual situations. On this basis, a method for identifying the reflector azimuth using the LWD one-dipole-source and two-receiver measurement mode is proposed. Compared with the traditional wireline acoustic dipole remote sensing, the basic principles of the rotational imaging are the same. That is, the orientation of the maximum amplitude of the dipole S (P-)-waves recorded by the receivers located in different directions corresponds to the strike (azimuth) of the reflector, as shown by the blue curve with <italic>&#x3b4;</italic>&#x3d;0 in <xref ref-type="fig" rid="F5">Figure 5C</xref> (<xref ref-type="fig" rid="F6">Figure 6C</xref>). The difference is that the high-speed rotation of the drill collar will cause the above patterns to change, as shown by the red curves with <italic>&#x3b4;</italic>&#x3d;20&#xb0; in <xref ref-type="fig" rid="F5">Figures 5C</xref>, <xref ref-type="fig" rid="F6">6C</xref>. Therefore, the rotation effect of the tool should be considered when using LWD acoustic data for remote detection. In addition, in actual drilling, the drill collar often deviates from the well axis due to the weight and complex movement of the drill collar. The influence of drill collar eccentricity on the measurement mode proposed in this paper needs further study.</p>
</sec>
<sec sec-type="conclusions" id="s7">
<title>Conclusions</title>
<p>This paper developed a theoretical analysis to study the problem of borehole acoustic reflection imaging in the LWD environment. Particularly, we focused on determining the reflector azimuth in the presence of rapid drilling rotation. The drilling rotation has both benefits and a drawback in LWD reflector imaging. The major benefit is that the drilling rotation allows for using a one-dipole-source and two-receiver LWD dipole system to perform the azimuthal scanning of a formation reflector, whereas in wireline logging, four-component dipole data are required for the scanning. A further advantage is that, by mounting the two receivers on the opposite sides of the LWD tool, the reflection arrival time difference between the receivers can be used to eliminate the 180&#xb0;-azimuth ambiguity of the dipole system. The drawback is that, due to the tool rotation, the take-off azimuth at wave radiation may be different from the incident azimuth at wave reception, thereby affecting the determination of reflector azimuth. Our analysis shows that this rotation-induced azimuth offset can be corrected using the wave reflection travel time and the RPM of the drilling operation. We tested the concept of the proposed LWD acoustic imaging system using synthetic LWD modeling and field wireline data. The theoretical analysis results, therefore, provide a foundation for the LWD system.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s8">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material; further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s9">
<title>Author contributions</title>
<p>YL: investigation, methodology, and writing&#x2013;original draft. ZW: funding acquisition, investigation, and writing&#x2013;original draft. YS: software, supervision, validation, and writing&#x2013;review and editing. XT: methodology and writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s10">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Natural Science Foundation of China (grant no. U21B2064), the Research and Application Projects of China National Petroleum Corporation (grant no. 2023ZZ15YJ02), and the Tianshan Talent Program of Xinjiang Autonomous Region (grant no. 2022TSYCJC0027).</p>
</sec>
<sec sec-type="COI-statement" id="s11">
<title>Conflict of interest</title>
<p>Authors YL and ZW were employed by Xinjiang Oilfield Company of PetroChina.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s12">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s13">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/feart.2024.1483285/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2024.1483285/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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