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<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1073135</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2022.1073135</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Study on factors affecting vertical drilling bottom hole assembly performance and a new bottom hole assembly design method considering formation uncertainties</article-title>
<alt-title alt-title-type="left-running-head">Xi 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/fenrg.2022.1073135">10.3389/fenrg.2022.1073135</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Xi</surname>
<given-names>Chuanming</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2058118/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Nan</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chu</surname>
<given-names>Hengzhi</given-names>
</name>
</contrib>
</contrib-group>
<aff>
<institution>Research Institute of Engineering Technology</institution>, <institution>PetroChina Xinjiang Oilfield Company</institution>, <addr-line>Karamay</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/1387625/overview">Xun Zhong</ext-link>, Yangtze 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/2059681/overview">Yandong Yang</ext-link>, Yan&#x2019;an University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2059657/overview">Wei Li</ext-link>, Sinopec Matrix Corporation, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2060107/overview">Peng Wang</ext-link>, China University of Petroleum, Huadong, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Wei Zhang, <email>2634295059@qq.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Carbon Capture, Utilization and Storage, a section of the journal Frontiers in Energy Research</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1073135</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Xi, Zhang, Zhang and Chu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Xi, Zhang, Zhang and Chu</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>Drilling a deep vertical well at a low cost is very important for accelerating the exploration and development of oil and gas resources. Vertical drilling BHA design is the key to drill a vertical well, however the BHA design is still an art not science in some formation. In this paper, a new mechanical model of bent-housing motor BHA is established, a build rate prediction method considering formation properties is presented and a BHA design method considering formation uncertainties is proposed. The evaluation results of vertical drilling BHA show that formation dip, formation anisotropy and hole diameter expansion are the main factors affecting pendulum BHA performance, and formation dip, formation anisotropy, hole diameter expansion and the distance from the upper stabilizer to the bit are the main factors affecting bent-housing motor BHA performance. The case study of the proposed BHA design method demonstrates that hole diameter expansion is very important for vertical drilling BHA performance, and should be taken in to account during the design process. The models and method proposed in this paper is helpful in maintaining verticality and reduce drilling cost.</p>
</abstract>
<kwd-group>
<kwd>vertical drilling</kwd>
<kwd>BHA design</kwd>
<kwd>bit-rock interaction</kwd>
<kwd>formation dip</kwd>
<kwd>formation anisotropy</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Drilling a vertical wildcat well is very important for evaluating conventional and unconventional oil and gas reservoirs, and reducing the drilling cost can accelerate the exploration and development. However, as the vertical wildcat well gets deeper and deeper, the rate of penetration (ROP) gets slower, and the drilling gets more and more expensive. Maintaining verticality is one of the reasons of high drilling cost. In most cases, weight on bit (WOB) is limited to a small value to drill a vertical well, and ROP is therefore repressed.</p>
<p>Designing an appropriate vertical drilling bottom hole assembly (BHA) for a given formation is very important. To achieve this goal, a BHA mechanical model and a bit-rock interaction model are usually needed. The BHA mechanical model is used to calculate the side force acting on the bit and bit tilt angle. The bit-rock model is used to predict bit advancement direction by taking bit side force, bit tilt angle and formation properties into account. Accurate BHA modeling and bit-rock interaction modeling are the cores of vertical drilling BHA design.</p>
<p>Several BHA modeling methods are available, including finite element methods (<xref ref-type="bibr" rid="B8">Millheim et al., 1978</xref>; Williams et al., 1989; <xref ref-type="bibr" rid="B9">Neubert, 2005</xref>; <xref ref-type="bibr" rid="B13">Wilson, 2018</xref>; <xref ref-type="bibr" rid="B4">Greenwood et al., 2020</xref>), beam-column theory (<xref ref-type="bibr" rid="B1">Bai, 1982</xref>; <xref ref-type="bibr" rid="B3">Bai and Lin, 1985</xref>; <xref ref-type="bibr" rid="B2">Bai et al., 1989</xref>) and other numerical methods (<xref ref-type="bibr" rid="B7">Menand et al., 2006</xref>; <xref ref-type="bibr" rid="B6">Menand et al., 2016</xref>; <xref ref-type="bibr" rid="B12">Wang et al., 2022</xref>). The finite element methods can deal with more complex BHA structures, but some of them have problems in solving initial wellbore curvature and may produce paradoxical results (<xref ref-type="bibr" rid="B14">Wilson, 2017</xref>). The beam-column theory is accurate in analyzing BHA, but the equilibrium equations are not universal and must be established according to the specific BHA structure. Other numerical methods directly solving equilibrium of forces and moments also has problems in generalization of analyzing BHA.</p>
<p>A bit-rock interaction model can be used to predict drilling direction. <xref ref-type="bibr" rid="B5">Ho (1987)</xref> proposed a bit-rock interaction model, which can consider the effects of bit side force, bit tilt angle, formation dip, formation anisotropy and bit anisotropy. Menand et al. (2004) study how bit profile and gauges affect well trajectory. <xref ref-type="bibr" rid="B10">Shi et al. (2017)</xref> combine Ho&#x2019;s bit-rock model and beam-column theory to predict BHA build rate.</p>
<p>Although there are many BHA and bit-rock models, the factors affecting vertical drilling BHA performance are still not known. For example, there is no guide of how to choose a vertical drilling BHA in a formation prone to hole enlargement. In this paper, the mechanical models of bent-housing motor BHA are derived based on beam-column theory, and a vertical drilling BHA design method is proposed, which considers formation uncertainties, including unknown formation dip, formation anisotropy and hole enlargement.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>2 Methods</title>
<sec id="s2-1">
<title>2.1 Mechanical models of vertical drilling bottom hole assembly</title>
<p>There are three kinds of commonly used vertical drilling BHAs, namely pendulum BHA, bent-housing motor BHA and vertical drilling system (VDS). In a pendulum BHA, a stabilizer is placed 15&#x2013;22&#xa0;m above the bit, such as &#x3a6;215.9&#xa0;mm&#xa0;bit &#x2b; &#x3a6;158.8&#xa0;mm drill collar&#x2a;2 &#x2b; &#x3a6;215&#xa0;mm stabilizer &#x2b; &#x3a6;158.8&#xa0;mm drill collar&#x2a;19. Bent-housing motor BHA used with two stabilizers can also reduce well deviation, such as: &#x3a6;215.9&#xa0;mm&#xa0;bit &#x2b; &#x3a6;172&#xa0;mm bent-housing motor (0.75&#xb0; bent angle) &#x2b; &#x3a6;158.8&#xa0;mm short drill collar&#x2a;1 &#x2b; &#x3a6;214&#xa0;mm stabilizer &#x2b; &#x3a6;158.75&#xa0;mm drill collar&#x2a;17. VDS is a special version of rotary drilling system (RSS), and is often considered as the most powerful vertical drilling tool, but its cost is far greater than that of pendulum and bent-housing motor BHA.</p>
<p>The mechanical model of pendulum BHA can be found in many textbooks, VDS is assumed to be always successful in correcting deviation, and thus only the mechanical model of the bent-housing motor is derived in this section. The beam-column theory is used to establish the mechanical analysis model of the bent-housing motor BHA. <xref ref-type="fig" rid="F1">Figure 1</xref> is a simplified mechanical model of the bent-housing BHA, which consists of a lower stabilizer, a bent-housing motor, a short collar and an upper stabilizer.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Mechanical model of the bent-housing motor BHA.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g001.tif"/>
</fig>
<p>In the mechanical model, the bent-housing motor is cut off at the bend, and there are therefore five beam sections with linear buoyant weight <italic>q</italic>
<sub>1</sub>&#x223c;<italic>q</italic>
<sub>5</sub>, length <italic>L</italic>
<sub>1</sub>&#x223c;<italic>L</italic>
<sub>5</sub> and moment of area <italic>I</italic>
<sub>1</sub>&#x223c;<italic>I</italic>
<sub>5</sub>. In <xref ref-type="fig" rid="F1">Figure 1</xref>, there are five bending moments <italic>M</italic>
<sub>1</sub>, <italic>M</italic>
<sub>2</sub>, <italic>M</italic>
<sub>3</sub>, <italic>M</italic>
<sub>4</sub> and <italic>M</italic>
<sub>T</sub>. The equilibrium equations can be obtained by setting two rotation angles equal to each other at the joint.</p>
<p>The three-moment equation between the first and second beam can be written as:<disp-formula id="e1">
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</p>
<p>The bent-housing motor is cut off at the bend point, which results in two new unknown variables, namely the internal bending moment <italic>M</italic>
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<label>(6)</label>
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<label>(7)</label>
</disp-formula>Where <italic>P</italic>
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<p>Similarly, two equations can be obtained at the joint of motor and short collar:<disp-formula id="e8">
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</disp-formula>Where <italic>P</italic>
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<sub>4</sub> is the deflection at the upper stabilizer.</p>
<p>A three-moment equation can be obtained at the upper stabilizer,<disp-formula id="e10">
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<label>(10)</label>
</disp-formula>Where <italic>Y</italic>
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<sub>T</sub> is the moment at the upper tangent point, and can be calculated according to known wellbore curvature.</p>
<p>In addition, at the upper tangent point, the three bending moment equation can be obtained:<disp-formula id="e11">
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<mml:msub>
<mml:mi>Y</mml:mi>
<mml:mn>5</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>Y</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
</p>
<p>After solving <xref ref-type="disp-formula" rid="e1">Eqs 1</xref>&#x2013;<xref ref-type="disp-formula" rid="e11">11</xref>, getting <italic>M</italic>
<sub>1</sub> and <italic>Y</italic>
<sub>1</sub>, the bit side force <italic>N</italic>
<sub>
<italic>b</italic>
</sub> and bit tilt angle <italic>A</italic>
<sub>
<italic>&#x3b1;</italic>
</sub> can be calculated:<disp-formula id="e12">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>Y</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mi>L</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>
<disp-formula id="e13">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msubsup>
<mml:mi>L</mml:mi>
<mml:mn>1</mml:mn>
<mml:mn>3</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:mn>24</mml:mn>
<mml:mi>E</mml:mi>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mi>X</mml:mi>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>6</mml:mn>
<mml:mi>E</mml:mi>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mi>Z</mml:mi>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>Y</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>
</p>
<p>It should be pointed out that the new model does not consider drill string buckling, because there are two stabilizers and the drill string between them is too short to buckle.</p>
</sec>
<sec id="s2-2">
<title>2.2 Build rate prediction method</title>
<p>Bit side force or bit tilt angle alone calculated by the BHA mechanics model cannot determine the drilling direction of the bit, and formation properties must be also taken into account. In this section, the drilling trend angle method (<xref ref-type="bibr" rid="B10">Shi et al., 2017</xref>) is adopted to predict build rate, but some equations in Shi&#x2019;s paper are erroneous, and the correct solution of drilling trend angle is presented.</p>
<p>
<xref ref-type="fig" rid="F2">Figure 2A</xref> shows the drilling trend of bit in formation. A bottomhole coordinate system O<sub>1</sub>-X<sub>1</sub>Y<sub>1</sub>Z<sub>1</sub> is established at the bit, The actual drilling direction of the bit is along the X<sub>1</sub> axis, the direction of the wellbore high side is the direction of the Z<sub>1</sub> axis, and the direction of the Y<sub>1</sub> axis is determined by the right-hand rule. The vector <bold>e</bold>
<sub>
<bold>r</bold>
</sub> represents the drilling trend direction of the bit, and the angle between the vector <bold>e</bold>
<sub>
<bold>r</bold>
</sub> and the X<sub>1</sub> axis is defined as the drilling trend angle <italic>A</italic>
<sub>r</sub>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Schematic of bit advancement trend in formation and three coordinate systems <bold>(A)</bold> bit advancement trend in formation <bold>(B)</bold> three coordinate systems.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g002.tif"/>
</fig>
<p>Assuming a wellbore curvature <italic>K</italic>
<sub>0</sub>, and calculating <italic>A</italic>
<sub>r</sub>, if <italic>A</italic>
<sub>r</sub> comes to zero, the drilling trend is just balanced, and <italic>K</italic>
<sub>0</sub> can be equivalent to BHA build rate. Otherwise, the drilling trend is not balanced, and the hole curvature must be re-assumed and the drilling trend angle <italic>A</italic>
<sub>r</sub> must be calculated until it comes to zero. To sum up, the basic idea of drilling trend method predicting the BHA build rate is that the borehole curvature when the drilling trend angle is close to zero is equivalent to BHA build rate.</p>
<p>In order to consider the effects of bit anisotropy, formation anisotropy, formation dip and other factors on drilling trend angle, the rock-bit interaction model by <xref ref-type="bibr" rid="B5">Ho (1987)</xref> is adopted. This model assumes that the formation is isotropic in transverse direction, and the drilling direction can be expressed as:<disp-formula id="e14">
<mml:math id="m14">
<mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>Where <italic>I</italic>
<sub>
<italic>b</italic>
</sub> and <italic>I</italic>
<sub>
<italic>r</italic>
</sub> are the bit and formation anisotropy factors; <italic>A</italic>
<sub>
<italic>af</italic>
</sub> is the angle between the resultant bit force direction and the axial direction of the bit; <italic>A</italic>
<sub>
<italic>rd</italic>
</sub> is the angle between the drilling direction and the normal direction of the formation bed; <italic>r</italic>
<sub>
<italic>N</italic>
</sub> is the drilling efficiency under general condition; <bold>e</bold>
<sub>r</sub>, <bold>e</bold>
<sub>
<italic>f</italic>
</sub>, <bold>e</bold>
<sub>a</sub> and <bold>e</bold>
<sub>
<italic>d</italic>
</sub> are the unit vectors of drilling trend direction, bit force direction, bit axis direction, and formation normal direction, respectively.</p>
<p>To solve <italic>A</italic>
<sub>r</sub>, it is necessary to establish the transformation relationship between bit parameters and formation parameters. As shown in <xref ref-type="fig" rid="F2">Figure 2B</xref> , a surface coordinate system O-XYZ is established, in which the <italic>X</italic>-axis points to the north direction, the <italic>Y</italic>-axis points to the east direction, the <italic>Z</italic>-axis points to the gravity direction, and a formation coordinate system O<sub>2</sub>-X<sub>2</sub>Y<sub>2</sub>Z<sub>2</sub> is also established, in which the X<sub>2</sub> axis points to the downward dip direction of the formation, the downward normal direction of the formation is the direction of the Z<sub>2</sub> axis, and the Y<sub>2</sub> axis is determined by the right-handed rule.</p>
<p>The transformation matrix from surface coordinate system to bottomhole coordinate system is as follows:<disp-formula id="e15">
<mml:math id="m15">
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi mathvariant="normal">X</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi mathvariant="normal">Y</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi>Z</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
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<mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mtd>
<mml:mtd>
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<mml:mo>&#x2212;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
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</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
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<mml:mo>&#x2061;</mml:mo>
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<mml:mo>&#x2061;</mml:mo>
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</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi>Z</mml:mi>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">K</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi>Z</mml:mi>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(15)</label>
</disp-formula>Where, <italic>&#x3b1;</italic> and <italic>&#x3c6;</italic> represent inclination and azimuth at the bit, respectively.</p>
<p>The transformation matrix from surface coordinate system to formation coordinate system is as follows:<disp-formula id="e16">
<mml:math id="m16">
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi mathvariant="normal">X</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi mathvariant="normal">Y</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi>Z</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mtd>
<mml:mtd>
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<mml:mtr>
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<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi>Z</mml:mi>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">K</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi>Z</mml:mi>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(16)</label>
</disp-formula>Where &#x3b2; and &#x3b8; represent dip angle and dip orientation, respectively (dip orientation is defined as the azimuth of downdip direction of formation bed).Setting,<disp-formula id="e17">
<mml:math id="m17">
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mi>K</mml:mi>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>]</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#x2a;</mml:mo>
<mml:mo>[</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(17)</label>
</disp-formula>getting,<disp-formula id="e18">
<mml:math id="m18">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>Y</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>Z</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>T</mml:mi>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mi>K</mml:mi>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>Y</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>Z</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>T</mml:mi>
</mml:msup>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(18)</label>
</disp-formula>
</p>
<p>Defining <inline-formula id="inf1">
<mml:math id="m19">
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>1</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>,</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>2</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>,</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>3</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> as the basis vectors of the bottomhole coordinate system, <italic>&#x3b1;</italic>
<sub>
<italic>f</italic>,</sub> <italic>&#x3b2;</italic>
<sub>
<italic>f</italic>
</sub> and <italic>&#x3b3;</italic>
<sub>
<italic>f</italic>
</sub> are the angles between the bit resultant force vector <bold>
<italic>e</italic>
</bold>
<sub>
<italic>f</italic>
</sub> and the coordinate axes X<sub>1</sub>, Y<sub>1</sub>, Z<sub>1</sub>, respectively. <italic>&#x3b1;</italic>
<sub>
<italic>a</italic>
</sub>, <italic>&#x3b2;</italic>
<sub>
<italic>a</italic>
</sub> and <italic>&#x3b3;</italic>
<sub>
<italic>a</italic>
</sub> are the angles between the bit axial direction vector <bold>
<italic>e</italic>
</bold>
<sub>
<italic>a</italic>
</sub> and the coordinate axes X<sub>1</sub>, Y<sub>1</sub>, Z<sub>1</sub>, respectively.</p>
<p>In the bottomhole coordinate system, <bold>
<italic>e</italic>
</bold>
<sub>
<italic>f</italic>
</sub> and <bold>
<italic>e</italic>
</bold>
<sub>
<italic>a</italic>
</sub> calculated according to the bit side force and bit tilt angle can be expressed as:<disp-formula id="e19">
<mml:math id="m20">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>1</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>2</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>3</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:msubsup>
<mml:mi>P</mml:mi>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:mfrac>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>1</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:msubsup>
<mml:mi>P</mml:mi>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:mfrac>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>2</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:msubsup>
<mml:mi>P</mml:mi>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:mfrac>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>3</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
<label>(19)</label>
</disp-formula>
<disp-formula id="e20">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>1</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>2</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>3</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>1</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>2</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>3</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(20)</label>
</disp-formula>
</p>
<p>Defining <inline-formula id="inf2">
<mml:math id="m22">
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>1</mml:mn>
<mml:mo>&#x2033;</mml:mo>
</mml:msubsup>
<mml:mo>,</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>2</mml:mn>
<mml:mo>&#x2033;</mml:mo>
</mml:msubsup>
<mml:mo>,</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>3</mml:mn>
<mml:mo>&#x2033;</mml:mo>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> as the basis vector of the formation coordinate system,<italic>&#x3b1;</italic>
<sub>
<italic>r</italic>
</sub>, <italic>&#x3b2;</italic>
<sub>
<italic>r</italic>
</sub> and <italic>&#x3b3;</italic>
<sub>
<italic>r</italic>
</sub> represent the angle between the drilling direction vector <bold>
<italic>e</italic>
</bold>
<sub>
<italic>r</italic>
</sub> and the coordinate axes X<sub>2</sub>, Y<sub>2</sub> and Z<sub>2</sub>, respectively, which are the parameters needed to be solved.<bold>
<italic>e</italic>
</bold>
<sub>
<italic>r</italic>
</sub> can be expressed by the basis of the formation coordinate system as follows.<disp-formula id="e21">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
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<mml:mtr>
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<mml:mn>2</mml:mn>
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<mml:mtr>
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</mml:msubsup>
</mml:mtd>
</mml:mtr>
</mml:mtable>
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<mml:mi>r</mml:mi>
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<mml:msubsup>
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<mml:mn>1</mml:mn>
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<mml:mo>&#x2b;</mml:mo>
<mml:mi>cos</mml:mi>
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<mml:msubsup>
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<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
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<mml:mn>3</mml:mn>
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<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(21)</label>
</disp-formula>
</p>
<p>The unit vector <bold>
<italic>e</italic>
</bold>
<sub>
<italic>d</italic>
</sub> of the formation normal direction can be expressed as:<disp-formula id="e22">
<mml:math id="m24">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>3</mml:mn>
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<mml:mo>]</mml:mo>
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<mml:mrow>
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<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>1</mml:mn>
</mml:mtd>
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<mml:mo>,</mml:mo>
<mml:msub>
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<mml:mn>23</mml:mn>
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<mml:mo>,</mml:mo>
<mml:msub>
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<mml:mn>33</mml:mn>
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<mml:mrow>
<mml:mo>[</mml:mo>
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<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>1</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:msubsup>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>2</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
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</mml:mtr>
<mml:mtr>
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<mml:mi mathvariant="bold">e</mml:mi>
<mml:mn>3</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
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</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(22)</label>
</disp-formula>
</p>
<p>The unit vector systems in <xref ref-type="disp-formula" rid="e19">Eqs 19</xref>&#x2013;<xref ref-type="disp-formula" rid="e22">22</xref> were converted to the bottomhole coordinate system and substituted into rock-bit interaction model. The following results could be obtained:<disp-formula id="e23">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>12</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>13</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
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<mml:mi>S</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
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</mml:mrow>
</mml:math>
<label>(23)</label>
</disp-formula>
<disp-formula id="e24">
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<mml:mi>K</mml:mi>
<mml:mn>21</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
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<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
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<mml:mi>r</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>23</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(24)</label>
</disp-formula>
<disp-formula id="e25">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>31</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>32</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>33</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(25)</label>
</disp-formula>Where <italic>S</italic>
<sub>1</sub> &#x3d; <italic>I</italic>
<sub>
<italic>b</italic>
</sub>
<italic>I</italic>
<sub>
<italic>r</italic>
</sub>cos&#x3b1;<sub>
<italic>f</italic>
</sub> &#x2b;<italic>I</italic>
<sub>
<italic>r</italic>
</sub>(1&#x2013;<italic>I</italic>
<sub>
<italic>b</italic>
</sub>) cos<italic>A</italic>
<sub>
<italic>af</italic>
</sub> cos&#x3b1;<sub>
<italic>a</italic>
</sub>; S<sub>2</sub> &#x3d; <italic>I</italic>
<sub>
<italic>b</italic>
</sub>
<italic>I</italic>
<sub>
<italic>r</italic>
</sub>cos<italic>&#x3b2;</italic>
<sub>
<italic>f</italic>
</sub> &#x2b; <italic>I</italic>
<sub>
<italic>r</italic>
</sub> (1&#x2013;<italic>I</italic>
<sub>
<italic>b</italic>
</sub>) cos<italic>A</italic>
<sub>
<italic>af</italic>
</sub>cos<italic>&#x3b2;</italic>
<sub>
<italic>a</italic>
</sub>; <italic>S</italic>
<sub>3</sub> &#x3d; <italic>I</italic>
<sub>
<italic>b</italic>
</sub>
<italic>I</italic>
<sub>
<italic>r</italic>
</sub>cos<italic>&#x3b3;</italic>
<sub>
<italic>f</italic>
</sub> &#x2b; <italic>I</italic>
<sub>r</sub> (1&#x2013;<italic>I</italic>
<sub>b</sub>) cos<italic>A</italic>
<sub>
<italic>af</italic>
</sub> cos&#x3b3;<sub>
<italic>a</italic>
</sub>.</p>
<p>The drilling trend angle <italic>A</italic>
<sub>r</sub> can be obtained by substituting the bit side force and bit tilt angle into <xref ref-type="disp-formula" rid="e23">Eqs 23</xref>&#x2013;<xref ref-type="disp-formula" rid="e25">25</xref>, and converting the calculated results to the bottomhole coordinate system, which can be expressed as follows:<disp-formula id="e26">
<mml:math id="m28">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>arccos</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
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<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#x2a;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(26)</label>
</disp-formula>
</p>
</sec>
<sec id="s2-3">
<title>2.3 Design method of vertical drilling BHA considering uncertainties</title>
<p>The factors that affect the anti-deviation ability of BHA can be grouped into two types, namely formation factors and adjustable factors. The formation factors can hardly be changed, including formation dip, formation anisotropy and hole enlargement rate. Adjustable factors include WOB and BHA structure parameters, which can be controlled. The optimal design of BHA is the process of changing adjustable factors to satisfy the requirement of formation factors and to drill a vertical well.</p>
<p>The optimal design of BHA includes two interactive processes, that is, the selection of BHA type and the design of specific structural parameters. On the one hand, optimized BHA should have good anti-deviation ability, and on the other hand the selected BHA should keep drilling cost as low as possible. Therefore, this paper applies a drilling cost prediction method to calculate the expected cost of different types of vertical drilling BHA in a bit life cycle, and selects the type and structure of the BHA based on the principle of minimizing the expected cost.</p>
<p>The cost of a vertical drilling BHA over the bit life can be expressed by the following formula (<xref ref-type="bibr" rid="B11">Si et al., 2009</xref>),<disp-formula id="e27">
<mml:math id="m29">
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(27)</label>
</disp-formula>Where <italic>c</italic>
<sub>m1</sub> is the daily drilling cost, include labor cost, depreciation cost, management cost, material consumption cost and maintenance cost; <italic>t</italic> is the drilling time; <italic>c</italic>
<sub>m2</sub> is the cost of the BHA; <italic>c</italic>
<sub>m3</sub> is the extra cost of drilling at a small WOB if the designed vertical drilling BHA fail; <italic>P</italic>
<sub>j</sub> is the probability of effective anti-deviation of the BHA.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussions</title>
<p>Different types of vertical drilling BHA have different main control factors that restrict their ability to prevent deviation. In this section, the main control factors affecting the anti-deviation ability of pendulum BHA and bent-housing motor BHA are analyzed. Besides, the proposed vertical drilling BHA design method is illustrated using a case study.</p>
<sec id="s3-1">
<title>3.1 Factors affecting pendulum bottom hole assembly performance</title>
<p>Taking the following pendulum BHA as an example, the BHA structure is: &#x424;215.9&#xa0;mm&#xa0;bit &#x2b; &#x424;172&#xa0;mm straight-housing motor &#x2b; &#x424;210&#xa0;mm stabilizer &#x2b; &#x424;158.8&#xa0;mm collar &#x2a; 24. The pendulum BHA was run in vertical well A at well depth of 3,480&#xa0;m, and WOB was controlled within 40&#x2013;60&#xa0;kN. However, the well inclination starts to increase from 3,660&#xa0;m, and reaches 4&#xb0; at a depth of 4,000&#xa0;m. Seismic data shows the formation dip in the third spud hole is about 5.5&#xb0;.</p>
<p>In order to analyze the cause of well deviation, rotary drilling build rates of the pendulum BHA under different drilling parameters and formation parameters are calculated. According to the geological design of the well and the drilling engineering data and formation data of offset wells, the bit anisotropy factor <italic>I</italic>
<sub>
<italic>b</italic>
</sub> is set to 0.2, the formation anisotropy factor <italic>I</italic>
<sub>
<italic>r</italic>
</sub> is set to 0.98, the formation dip is set to 6&#xb0;, the initial inclination is set to 3&#xb0;, and the WOB is set to 50&#xa0;kN. The WOB, formation dip and formation anisotropy factor are varied to calculate the BHA build rate.</p>
<p>
<xref ref-type="fig" rid="F3">Figure 3</xref> shows that with the increase of WOB, the pendulum BHA build rate increases and keeps positive at all WOB, which means that the pendulum BHA does not have the ability to prevent well deviation. <xref ref-type="fig" rid="F4">Figure 4</xref> shows that the pendulum BHA build rate linearly increase with the increase of formation dip. If formation anisotropy factor is equal to 1, the formation has no anisotropy. According to this definition and <xref ref-type="fig" rid="F5">Figure 5</xref>, the pendulum BHA build rate almost linearly increases with the increase of formation anisotropy.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Pendulum BHA build rates at different WOB.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Pendulum BHA build rates at different formation dip.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Pendulum BHA build rates at different formation anisotropy factor.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g005.tif"/>
</fig>
<p>Adjusting the pendulum BHA structure and calculating the build rate, the results are shown in <xref ref-type="fig" rid="F6">Figures 6</xref>, <xref ref-type="fig" rid="F7">7</xref>. From <xref ref-type="fig" rid="F6">Figure 6</xref>, with the increase of the distance from stabilizer to bit, the build rate first decreases and then gradually tends to be stable, and the anti-deviation ability reaches the maximum when the distance is about 19&#xa0;m. According to <xref ref-type="fig" rid="F7">Figure 7</xref>, with the increase of stabilizer outer diameter, the build rate decreases, but the values are still positive, which means the pendulum BHA still increase inclination.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Pendulum BHA build rates with different stabilizer positions.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Pendulum BHA build rates with different stabilizer diameters.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g007.tif"/>
</fig>
<p>The change in the build rate after the wellbore expansion is calculated, and the results are shown in <xref ref-type="fig" rid="F8">Figure 8</xref>. The build rate increases rapidly after the diameter expansion occurs, and when the well diameter expansion rate reaches 100%, the build rate increases by five times. According to caliper logging, the diameter expansion rate can reach 160% in some section. Therefore, diameter expansion rate must be considered during the vertical drilling BHA design.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Pendulum BHA build rates with different well diameter expansion rates.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g008.tif"/>
</fig>
<p>Based on the calculated results, the reason why the pendulum BHA failed is that the distance from the stabilizer to the bit is too short. In summary, the main factors affecting the anti-deviation ability of pendulum BHA are formation dip, formation anisotropy and well diameter expansion. Besides, the distance from stabilizer to bit, stabilizer diameter and WOB also play important roles.</p>
</sec>
<sec id="s3-2">
<title>3.2 Factors affecting bent-housing motor bottom hole assembly performance</title>
<p>The structure of the bent-housing motor BHA is as follows: &#x3a6;215.9&#xa0;mm&#xa0;bit &#x2b; &#x3a6;172&#xa0;mm 0.75&#xb0; bent-housing motor (with stabilizer) &#x2b; &#x3a6;158.8&#xa0;mm drill collar&#x2a;1 &#x2b; &#x3a6;214&#xa0;mm stabilizer &#x2b; &#x3a6;158.8&#xa0;mm drill collar&#x2a;17. This bent-housing motor BHA is used in vertical well B, with drilling fluid density 1.3&#xa0;g/cm<sup>3</sup> and WOB 60&#xa0;kN. The well inclination increases to 2&#xb0; at 2000 m and reaches 4&#xb0; at 2,550&#xa0;m. The average formation dip of this drilling section is about 3.5&#xb0;.</p>
<p>In the calculations of rotary drilling build rates, according to data offset wells, the bit anisotropy factor <italic>I</italic>
<sub>
<italic>b</italic>
</sub> equals 0.2, the formation anisotropy factor <italic>I</italic>
<sub>
<italic>r</italic>
</sub> equals 0.95, the inclination angle of the well is 3&#xb0;, and WOB is 60&#xa0;kN.</p>
<p>
<xref ref-type="fig" rid="F9">Figure 9</xref> shows that the build rate of linearly increases with increasing WOB, but the growth rate is very low, and the build rate only changes 0.1&#xb0;/30&#xa0;m within 40&#x2013;100&#xa0;kN WOB, which indicates that the effect of WOB is not significant for bent-housing motor BHA.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Bent-housing motor BHA build rates at different WOB.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g009.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F10">Figure 10</xref> shows that as the formation dip increases the build rate of the bent-housing motor increases and the growth rate also increases, indicating that the formation dip has a greater influence. Besides, it can be seen that this bent-housing motor BHA cannot correct well deviation in the formation with a dip angle of 3.5&#xb0;.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Bent-housing motor BHA build rates at different dip angle.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g010.tif"/>
</fig>
<p>The diameter control of this well is good, but a certain degree of well diameter expansion occurs in some sections, and the well diameter expansion rate reaches 30% at a depth of about 2,150&#xa0;m. The effect of the well diameter expansion on the build rate is calculated and the results are shown in <xref ref-type="fig" rid="F11">Figure 11</xref>, which shows that when the well diameter expansion reaches 30%, the build rate increases 6 times compared to 5% expansion. Comparing the inclination data with the well diameter data, it can be found that the actual build rate of is larger in the diameter expanded section.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Bent-housing motor BHA build rates with different diameter expansion.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g011.tif"/>
</fig>
<p>Changing the distance of the upper stabilizer to bit, calculating the build rate, the results are shown in <xref ref-type="fig" rid="F12">Figure 12</xref>. <xref ref-type="fig" rid="F12">Figure 12</xref> illustrates that as the distance from the bit to the upper stabilizer increases, the anti-deviation capability of the BHA decreases. This bent-housing motor BHA has a long drill collar connected between the motor and the upper stabilizer, which is not conducive to preventing deviation.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Bent-housing motor BHA build rates with different upper stabilizer position.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g012.tif"/>
</fig>
<p>In summary, the main factors affecting the anti-deviation ability of the bent-housing motor BHA are formation dip, formation anisotropy, hole expansion and distance of upper stabilizer to bit, while the influence of WOB is relatively small.</p>
</sec>
<sec id="s3-3">
<title>3.3 Case study of the bottom hole assembly design method considering uncertainties</title>
<p>The uncertainties of vertical drilling BHA mainly come from the variation of formation properties, which are difficult to obtain before drilling. Therefore, in this paper, an uncertainty function <italic>f</italic> (<italic>I</italic>
<sub>
<italic>r</italic>
</sub>, <italic>&#x3b2;</italic>, <italic>&#x3b3;</italic>) is attached to the formation parameters when evaluating the BHA performance. It is assumed that the three key parameters, formation anisotropy factor <italic>I</italic>
<sub>
<italic>r</italic>
</sub>, formation dip <italic>&#x3b2;</italic> and well diameter expansion rate <italic>&#x3b3;</italic>, take random values from a specified range. The three parameters are limited to a spatial range, and the parameters are orthogonalized within the range. The frequency of effective anti-deviation of the BHA in the orthogonalized space is equal to the probability of effective anti-deviation of the BHA.</p>
<p>A synthetic case study is presented to illustrate the design method of anti-deviation BHA proposed in this paper. For the case well of &#x424;215.9&#xa0;mm hole, the range of formation parameters is selected as follows: formation dip 5&#x2013;15&#xb0;, formation anisotropy factor 0.95&#x2013;0.98, and well diameter expansion rate 0&#x2013;30%.</p>
<p>Based on the results in <xref ref-type="sec" rid="s3-1">Section 3.1</xref> and filed experience, the best pendulum BHA candidate is designed as: &#x424;215.9&#xa0;mm&#xa0;bit &#x2b; &#x424;172&#xa0;mm straight-housing motor &#x2b;&#x3a6;158.8&#xa0;mm drill collar &#x2b; &#x424;215&#xa0;mm stabilizer &#x2b; &#x424;158.8&#xa0;mm collar &#x2a; 20. Recommended WOB is 60&#xa0;kN. As shown in <xref ref-type="fig" rid="F13">Figure 13</xref>, the effective anti-deviation probability of this pendulum BHA in 704 orthogonal parameters is 33.4%.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Effective anti-deviation distribution of pendulum BHA in uncertain parameter space.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g013.tif"/>
</fig>
<p>Similarly, based on the results in <xref ref-type="sec" rid="s3-2">Section 3.2</xref> and field experience, the best candidate for bent-housing motor BHA is designed as: &#x3a6;215.9&#xa0;mm&#xa0;bit&#x2b;&#x3a6;172&#xa0;mm bent-housing motor (1.25&#xb0; bend angle, with &#x3a6;215&#xa0;mm stabilizer) &#x2b; &#x3a6;158.8&#xa0;mm short drill collar (2&#xa0;m) &#x2b; &#x3a6;213&#xa0;mm stabilizer &#x2b; &#x3a6;158&#xa0;mm drill collar&#x2a;20. As shown in <xref ref-type="fig" rid="F14">Figure 14</xref>, the effective anti-deviation probability is 12.9% in the orthogonal formation parameters of the 704 group.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Effective anti-deviation distribution of bent-housing motor BHA in uncertain parameter space.</p>
</caption>
<graphic xlink:href="fenrg-10-1073135-g014.tif"/>
</fig>
<p>The average ROP is set as 4.83&#xa0;m/h for both straight-motor pendulum BHA and bent-housing motor BHA, and the ROP is assumed as 1.5&#xa0;m/h when a small WOB is applied in case of the failure of vertical drilling BHA. The motor cost is 4,000 RMB per day and the rig daily cost is 60,000 RMB per day. The expected cost of the two sets of BHAs is calculated. Assuming that the VDS has 100% anti-deviation success rate, the expected cost of the VDS is calculated according to the ROP of 5&#xa0;m/h, daily cost of 45,000 RMB per day and footage cost of 430 RMB per meter. The expected drilling cost of three vertical drilling BHA at different drilling footage are shown in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Expected drilling cost of three vertical drilling BHA.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Drilling footage/m</th>
<th align="left">BHA type</th>
<th align="left">Anti-deviation probability/%</th>
<th align="left">Expected drilling cost/million RMB</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">300</td>
<td align="left">Straight-housing motor</td>
<td align="left">33.4</td>
<td align="left">41.57</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bent-housing motor</td>
<td align="left">12.9</td>
<td align="left">48.76</td>
</tr>
<tr>
<td align="left"/>
<td align="left">VDS</td>
<td align="left">100.0</td>
<td align="left">51.65</td>
</tr>
<tr>
<td align="left">600</td>
<td align="left">Straight-housing motor</td>
<td align="left">33.4</td>
<td align="left">83.14</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bent-housing motor</td>
<td align="left">12.9</td>
<td align="left">97.51</td>
</tr>
<tr>
<td align="left"/>
<td align="left">VDS</td>
<td align="left">100.0</td>
<td align="left">98.30</td>
</tr>
<tr>
<td align="left">900</td>
<td align="left">Straight-housing motor</td>
<td align="left">33.4</td>
<td align="left">124.71</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bent-housing motor</td>
<td align="left">12.9</td>
<td align="left">146.27</td>
</tr>
<tr>
<td align="left"/>
<td align="left">VDS</td>
<td align="left">100.0</td>
<td align="left">144.95</td>
</tr>
<tr>
<td align="left">1,200</td>
<td align="left">Straight-housing motor</td>
<td align="left">33.4</td>
<td align="left">166.28</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Bent-housing motor</td>
<td align="left">12.9</td>
<td align="left">195.02</td>
</tr>
<tr>
<td align="left"/>
<td align="left">VDS</td>
<td align="left">100.0</td>
<td align="left">191.60</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>From <xref ref-type="table" rid="T1">Table 1</xref>, it can be seen that the straight-housing motor pendulum BHA, with low cost and high anti-deviation probability, is the best choice in the range of 900&#xa0;m footage. The anti-deviation probability of the bent-housing motor BHA is low and the corresponding expected drilling cost is high due to the expected existence of hole diameter expansion. With the increase of drilling footage, VDS has become the best choice when the footage reaches 1,200&#xa0;m.</p>
<p>If there is no expected well diameter expansion, the probability calculation is redone. The new calculation results show that the success rate of the pendulum BHA and the bent-housing motor BHA are 36.4% and 100%, respectively. Therefore, it is advisable to use the bent-housing motor BHA in the current situation. At the same time, the importance of hole diameter expansion to the performance of vertical drilling BHA is highlighted.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>In this paper, a new mechanical model of bent-housing motor BHA is established based on beam-column theory, a build rate prediction method is presented, and a method of designing vertical drilling BHA considering formation uncertainties is proposed. The main factors affecting anti-deviation performance of pendulum BHA and bent-housing motor BHA are analyzed.</p>
<p>The main factors affecting the deviation prevention capability of pendulum BHA are formation dip, formation anisotropy and hole diameter expansion, and the distance between stabilizer and bit, stabilizer diameter and WOB also have certain effects. The main factors affecting the anti-deviation ability of bent-housing motor BHA are formation dip, formation anisotropy, hole diameter expansion and the distance from the upper stabilizer to the bit, while the bend angle and WOB have relatively small influence. The case study of vertical drilling BHA design shows that hole diameter expansion is very important and must be taken into account during the design of BHA.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<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 id="s6">
<title>Author contributions</title>
<p>CX and WZ establish the mechanical model of BHA, and propose the BHA design method. CX writes the paper. NZ and HC help to provide BHA structure and formation information.</p>
</sec>
<ack>
<p>The authors thank PetroChina Xinjiang Oilfield Company for the support and the permission to publish this research.</p>
</ack>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of interest</title>
<p>Authors CX, WZ, NZ, and HC were employed by the PetroChina Xinjiang Oilfield Company.</p>
</sec>
<sec sec-type="disclaimer" id="s8">
<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>
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