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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Manuf. Technol.</journal-id>
<journal-title>Frontiers in Manufacturing Technology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Manuf. Technol.</abbrev-journal-title>
<issn pub-type="epub">2813-0359</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1104742</article-id>
<article-id pub-id-type="doi">10.3389/fmtec.2023.1104742</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Manufacturing Technology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Investigation of probing repeatability inside a micro-hole by changing probe approach direction for a local surface interaction force detection type microprobe</article-title>
<alt-title alt-title-type="left-running-head">Aruga 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/fmtec.2023.1104742">10.3389/fmtec.2023.1104742</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Aruga</surname>
<given-names>Masakazu</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ito</surname>
<given-names>So</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1973313/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kato</surname>
<given-names>Daichi</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Matsumoto</surname>
<given-names>Kimihisa</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kamiya</surname>
<given-names>Kazuhide</given-names>
</name>
</contrib>
</contrib-group>
<aff>
<institution>Department of Intelligent Robotics</institution>, <institution>Faculty of Engineering</institution>, <institution>Toyama Prefectural University</institution>, <addr-line>Imizu</addr-line>, <country>Japan</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/1513641/overview">Sangkee Min</ext-link>, University of Wisconsin-Madison, United States</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/1405324/overview">Mariusz Deja</ext-link>, Gdansk University of Technology, Poland</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1388822/overview">Sajan Kapil</ext-link>, Indian Institute of Technology Guwahati, India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: So Ito, <email>so.ito@pu-toyama.ac.jp</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Precision Engineering, a section of the journal Frontiers in Manufacturing Technology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>3</volume>
<elocation-id>1104742</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Aruga, Ito, Kato, Matsumoto and Kamiya.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Aruga, Ito, Kato, Matsumoto and Kamiya</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>The inner diameter measurement of the micro-hole was performed by a tactile microprobing system using a method of the local surface interaction force detection. The inner diameter of the micro-hole was calculated by the least square method based on the probing coordinates obtained by a custom-made micro-coordinate measuring machine. The dispersion of the probing coordinates was investigated by changing the probe approaching direction with respect to the normal direction of the inner side of the micro-hole. During the probing inside the micro-hole, it was confirmed that the dispersion of the probing coordinates increased when the disagreement between the probe approaching direction and the normal direction of the micro-hole at the measured point became large. The influence of the dispersion of the probing coordinates was evaluated through the uncertainty analysis of the inner diameter measurement. It was revealed that the uncertainty of the inner diameter measurement could be improved when limiting the disagreement between the probe approaching direction and the normal direction of the micro-hole to within &#xb1;pi/4 rad.</p>
</abstract>
<kwd-group>
<kwd>microprobe</kwd>
<kwd>CMM</kwd>
<kwd>inner diameter</kwd>
<kwd>laser processing machining</kwd>
<kwd>surface interaction force</kwd>
</kwd-group>
<contract-sponsor id="cn001">Japan Society for the Promotion of Science London`<named-content content-type="fundref-id">10.13039/501100000646</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Small holes with inner diameters of less than 0.5&#xa0;mm, which are often called micro-holes (<xref ref-type="bibr" rid="B22">Masuzawa, et al., 1993</xref>), are widely used as inkjet printer nozzles, internal combustion engine fuel injector spray holes, and pinholes in optical systems, and in three-dimensional electronic circuit packaging wiring (<xref ref-type="bibr" rid="B33">Wilson, 1995</xref>; <xref ref-type="bibr" rid="B16">Kao and Shih, 2007</xref>; <xref ref-type="bibr" rid="B26">Sato, et al., 2020</xref>). The fabrication of micro-holes on the surface of a workpiece to control the hydrophobicity (<xref ref-type="bibr" rid="B4">Cai, et al., 2018</xref>) and tribological properties (<xref ref-type="bibr" rid="B27">Song, et al., 2018</xref>) of the surface have also been studied. Therefore, micro-hole fabrication is an important technique in manufacturing. Various fabrication methods, such as miniaturized machine tools (<xref ref-type="bibr" rid="B2">Aziz, et al., 2012</xref>; <xref ref-type="bibr" rid="B20">Li, et al., 2021</xref>), electrical discharge machining (EDM) (<xref ref-type="bibr" rid="B29">Tong, et al., 2013</xref>) and electrochemical discharge machining (ECDM) (<xref ref-type="bibr" rid="B25">Saranya and Sankar, 2018</xref>; <xref ref-type="bibr" rid="B1">Arab, et al., 2019</xref>), have been proposed to realize micro-holes with fine inner diameters and high form accuracy. Laser processing machining, which includes laser drilling, is also widely used to form micro-holes with high aspect ratios, and can be used to form micro-holes in various materials such as glass (<xref ref-type="bibr" rid="B26">Sato, et al., 2020</xref>), metals (<xref ref-type="bibr" rid="B26">Sato, et al., 2020</xref>), alloys (<xref ref-type="bibr" rid="B11">Gupta, et al., 2016</xref>; <xref ref-type="bibr" rid="B21">Marimuthu et al., 2019</xref>), silicon carbide (<xref ref-type="bibr" rid="B18">Kr&#xfc;ger, et al., 2007</xref>), and glass epoxy. Furthermore, the machining time in the laser drilling is generally shorter than that in machining or EDM/ECDM, and many micro-holes can be fabricated in a short time without tool wear. However, the inner diameters of the micro-holes fabricated by laser drilling are often ununiform along the depth direction, and the micro-holes often have a tapered or barrel cross-sectional shape (<xref ref-type="bibr" rid="B18">Kr&#xfc;ger, et al., 2007</xref>; <xref ref-type="bibr" rid="B11">Gupta, et al., 2016</xref>; <xref ref-type="bibr" rid="B21">Marimuthu et al., 2019</xref>). Consequently, the inner diameters of the micro-holes do not necessarily coincide with the opening diameters at the surface. The inner diameter measurement of micro-holes has been performed by scanning electron microscopy (SEM) observation of split micro-hole specimens. This is a destructive inspection, and the sample preparation is time-consuming. In addition, it is difficult to calculate geometrical tolerances, such as the straightness of the micro-holes, from measurements of the inner diameters through SEM observations. Optical method represented by MLP-3 (Mitaka Kohki Co., Ltd.) can measure the inside of the hole non-destructively, however, there is a trade-off between increased measurable depth and resolution.</p>
<p>Coordinate measuring machines (CMMs) that employ tactile probing system provide a practical means of measuring complex dimensions, including the inner diameter and depths of micro-holes (<xref ref-type="bibr" rid="B30">Weckenmann, et al., 2004</xref>; <xref ref-type="bibr" rid="B6">Claverley and Leach, 2015</xref>). In recent years, CMMs using microprobes incorporating probe tip balls with diameters of less than 1&#xa0;mm have been developed (<xref ref-type="bibr" rid="B31">Weckenmann, et al., 2006</xref>; <xref ref-type="bibr" rid="B32">Weckenmann and Schuler, 2011</xref>; <xref ref-type="bibr" rid="B28">Thalmann, et al., 2016</xref>). Because the position of the inner wall can be directly determined by inserting the tip ball of the microprobe inside the micro-hole, the inner diameter and form of the micro-hole can be measured non-destructively (<xref ref-type="bibr" rid="B24">Murakami, et al., 2014</xref>; <xref ref-type="bibr" rid="B9">Elfurjani, et al., 2016</xref>). In CMMs that uses tactile probing systems, the deformation of the measured point or probe tip ball due to the measurement force of the tactile probe causes measurement errors (<xref ref-type="bibr" rid="B30">Weckenmann, et al., 2004</xref>; <xref ref-type="bibr" rid="B32">Weckenmann and Schuler, 2011</xref>). Therefore, probing systems with vibrating micro-styli have been developed to reduce the measurement force (<xref ref-type="bibr" rid="B7">Claverley and Leach, 2010</xref>; <xref ref-type="bibr" rid="B3">Bos, 2011</xref>). The probing systems with the vibrating micro-styli detect the change in the vibration state of the micro-styli due to the intermittent contact of the probe tip or the interaction force, and the vibration changes are used as a trigger signal for probing. In the authors&#x2019; previous works, probing was performed by using a vibrating micro-stylus to detect the local surface interaction force near the surface of the measured workpieces (<xref ref-type="bibr" rid="B12">Ito, et al., 2016a</xref>; <xref ref-type="bibr" rid="B13">Ito et al., 2016b</xref>; <xref ref-type="bibr" rid="B5">Chen, et al., 2016</xref>). The stylus vibration along the main axis of the stylus shaft in the microprobing system was employed to detect the local surface interaction force in all directions around the main axis (<xref ref-type="bibr" rid="B14">Ito, et al., 2020</xref>). However, in probing on a cylindrical pin gauge, the dispersion of the probing coordinates increased as the disagreement between the probe approaching direction and the normal direction of the measured object became larger. As the similar studies, the precision measurements of the vertical side walls of the microstructures have been performed using the microprobing systems (<xref ref-type="bibr" rid="B19">Li, et al., 2018</xref>; <xref ref-type="bibr" rid="B23">Metz, et al., 2019</xref>; <xref ref-type="bibr" rid="B8">Dai, et al., 2020</xref>). In these studies, the probing was performed on the vertical flat planes, therefore, probing repeatability due to difference of the probe approaching directions was not focused.</p>
<p>In this study, the inner diameter measurement of the micro-hole was conducted by using a microprobing system with a method of local surface interaction force detection. A micro-stylus with a tip ball of less than 50&#xa0;&#x3bc;m in diameter was fabricated from a capillary glass tube for probing inside the micro-hole with a diameter of less than 80&#xa0;&#x3bc;m. The probing characteristic derived from the disagreement between the probe approaching direction and normal direction of the micro-hole was evaluated as the repeatability of the probing coordinates. The inner diameter of the micro-hole was calculated by applying the least squares method to the probing coordinates. The influence of the probing repeatability on the inner diameter measurement due to the difference in probe approaching direction was estimated as measurement uncertainty.</p>
</sec>
<sec id="s2">
<title>2 Experimental method</title>
<sec id="s2-1">
<title>2.1 Microprobing system</title>
<p>The tip of the microprobe was formed into a spherical shape owing to maintain a uniform shape in all direction inside the micro-hole. A micro-stylus with an aspherical tip was fabricated from a glass capillary tube. After the glass capillary tube was sharpened through a thermal pulling process, the sharpened edge of the glass tube was melted using a platinum heater in a microforge (MF2, NARISHIGE). The edge of the melted glass tube formed into a sphere spontaneously because of surface tension. <xref ref-type="fig" rid="F1">Figure 1A</xref> shows a microphotograph of the spherical micro-stylus tip fabricated from a glass capillary tube. The diameter of the stylus tip ball was measured by an optical microscope (NH-3S, Mitaka Kohki) with lateral resolution of 0.1&#xa0;&#x3bc;m. The diameter of the probe tip ball, <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, was measured to be 39.1 &#xb1; 0.2&#xa0;&#x3bc;m. According to the previous research (<xref ref-type="bibr" rid="B12">Ito et al., 2016a</xref>), measurement uncertainties due to motion errors of the probe positioning stages can be reduced when the difference between the aperture dimension and the probe tip ball diameter is small. The micro-stylus formed by heat drawing has a tapered shape. An effective length of a micro-stylus is defined as the length from the stylus tip to the point where the stylus diameter equals the probe tip sphere diameter. The effective length of the micro-stylus used in this study was evaluated to be 2.0&#xa0;mm. During the probing, the tip of the micro-stylus is vibrated parallel to the inner side wall to detect the surface of the micro-hole. <xref ref-type="fig" rid="F1">Figure 1B</xref> shows a probe vibration sensor made of tuning fork quartz crystal resonator (TF-QCR). The vibration of the micro-stylus can be detected through the piezoelectric effect of the quartz crystal. The micro-stylus is fixed on one beam of the TF-QCR using glue. The TF-QCR with the micro-stylus are vibrated in the <italic>Z</italic> direction at resonance frequency by a PZT transducer. The nominal resonance frequency of the TF-QCR is 32.768&#xa0;kHz.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Photograph of microprobe used in this study. <bold>(A)</bold> Microphotograph of a spherical tip of a micro-stylus. <bold>(B)</bold> Probe vibration sensor made of tuning fork quartz crystal resonator (TF-QCR).</p>
</caption>
<graphic xlink:href="fmtec-03-1104742-g001.tif"/>
</fig>
<p>When the tip of the vibrating microprobe is coming close to the surface of the workpiece, the resonance frequency of the microprobe vibration is changed due to the local surface interaction force. The local surface interaction force is roughly divided into repulsive force and attractive force. The local repulsive force is mainly caused by contact or intermittent contact between the tip of the vibrating microprobe and the surface of the workpiece (<xref ref-type="bibr" rid="B10">Goj, et al., 2014</xref>). The local attractive force is derived from various non-contact interaction such as van deer Waals force, electrostatic force, and adhesion force of the surface thin water layer. When the local repulsive force acts the tip of the microprobe, the resonance frequency of the microprobe vibration is increased. On the other hand, the resonance frequency of the microprobe is decreased when the local attractive force is applied to the tip of the vibrating microprobe. In this study, the absolute value of the resonance frequency shift amount of the microprobe vibration is detected and utilized as a trigger signal for the probing. <xref ref-type="fig" rid="F2">Figure 2</xref> shows the configuration of the prototype microprobing system. The vibration signal from the TF-QCR is converted and amplified by a custom made current-to-voltage conversion circuit (<italic>I</italic>-<italic>V</italic> converter). The resonance frequency of the microprobe vibration <italic>f</italic>
<sub>res</sub> is maintained by a self-excitation phase shifter circuit in a commercially available oscillation controller (OC4/RC4, Nanonis). The oscillation controller is designed for frequency modulation (FM) detection in dynamic-mode atomic force microscopes (AFMs) and maintains constant frequency and constant amplitude of the microprobe vibration by closed-loop control. The shift amount of the resonance frequency of the microprobe vibration due to the local surface interaction force, &#x394;<italic>f</italic>, is detected by a phase-locked loop (PLL) circuit in the oscillation controller, which outputs as DC voltage signal that corresponds to the amount of frequency shift. The DC signal, which is called the &#x394;<italic>f</italic> signal, is fed into an analog-to-digital (A/D) converter (USB-6003, National Instruments) connected to a personal computer (PC) as the trigger signal for probing. Probing was performed by moving the workpiece surface so that the surface approaches the tip of the microprobe to avoid noise caused by mechanical vibration during the movement of the probe (<xref ref-type="bibr" rid="B31">Weckenmann, et al., 2006</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Configuration of microprobing system.</p>
</caption>
<graphic xlink:href="fmtec-03-1104742-g002.tif"/>
</fig>
<p>The measured workpiece was placed on the sample holder, which was a height of 25&#xa0;mm, and mounted on a moving table of the PZT-driven <italic>X-Y-Z</italic> fine positioning stage (SFS-H60XYZ, SIGMAKOKI). The displacement of the stage table was measured by the built-in capacitive-type displacement sensors, and the position of the moving table was maintained by closed-loop control. The displacement sensors were installed 30&#xa0;mm below the top of the stage table. The stroke and resolution of the fine positioning stage were 85&#xa0;&#x3bc;m and 10&#xa0;nm in each direction. The stage displacement when &#x394;<italic>f</italic> became larger than a certain threshold value was employed as the probing coordinate. To align the micro-holes on the measured workpiece and the tip of the microprobe, the fine positioning stage was mounted on the moving table of a <italic>XY</italic> coarse positioning stage (SGSP-20-35, SIGMAKOKI) driven by stepper motors. The stroke and resolution of the coarse positioning stages were 35&#xa0;mm and 2&#xa0;&#x3bc;m, respectively. The micro-hole and the tip ball of the microprobe were aligned using the coarse positioning stage and two optical microscopes which were used to observe from the <italic>X</italic> and <italic>Y</italic> directions, simultaneously. <xref ref-type="fig" rid="F3">Figure 3</xref> shows microphotographs of micro-holes. In this study, a sample of blind micro-hole laser-processed on a copper/glass-epoxy/copper substrate was used. The nominal diameter of the micro-hole aperture was 80&#xa0;&#x3bc;m, the axial depth of the micro-hole was 55&#xa0;&#xb5;m.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Microphotographs of micro-holes. <bold>(A)</bold> Micro-hole array on the substrate surface <bold>(B)</bold> Microphotograph of a micro-hole.</p>
</caption>
<graphic xlink:href="fmtec-03-1104742-g003.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>2.2 Calculation of micro-hole diameter from probing coordinates</title>
<p>To calculate the inner diameter of the micro-hole based on the acquired probing coordinates, the least squares method was introduced. Although the <italic>X-Y-Z</italic> PZT stage of the microprobing system could move along the <italic>X</italic>, <italic>Y</italic>, and <italic>Z</italic>-axes, the <italic>Z</italic> coordinate of the positioning stage was held constant during the probing inside the micro-hole. Therefore, the radius, <inline-formula id="inf2">
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<mml:mi>x</mml:mi>
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</mml:msub>
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<mml:mi>n</mml:mi>
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<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
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<mml:mtd>
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
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</mml:mrow>
<mml:mi>n</mml:mi>
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<mml:msubsup>
<mml:mi>y</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mn>2</mml:mn>
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<mml:mtd>
<mml:mrow>
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<mml:mo>&#x2211;</mml:mo>
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<mml:mi mathvariant="normal">i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
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<mml:mi>n</mml:mi>
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<mml:mi>y</mml:mi>
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</mml:msub>
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<mml:mo>&#x2211;</mml:mo>
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<mml:mo>&#x3d;</mml:mo>
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<mml:mi>y</mml:mi>
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<mml:mtd>
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<mml:mtd>
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<mml:mtr>
<mml:mtd>
<mml:mi>B</mml:mi>
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<mml:mtr>
<mml:mtd>
<mml:mi>C</mml:mi>
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<mml:mo>&#x3d;</mml:mo>
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<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi>y</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mn>2</mml:mn>
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</mml:mfenced>
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<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
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<mml:mo>&#x2211;</mml:mo>
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<mml:mi mathvariant="normal">i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
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<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>x</mml:mi>
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<mml:mn>2</mml:mn>
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<mml:msub>
<mml:mi>y</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>y</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mn>3</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>x</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>y</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <italic>n</italic> is the number of probing coordinates, and <italic>A</italic>, <italic>B</italic>, and <italic>C</italic> are defined as follows:<disp-formula id="e3">
<mml:math id="m12">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
<disp-formula id="e4">
<mml:math id="m13">
<mml:mrow>
<mml:mi>B</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>b</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
<disp-formula id="e5">
<mml:math id="m14">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>The center coordinate, <inline-formula id="inf10">
<mml:math id="m15">
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>b</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and radius of the approximated circle, <inline-formula id="inf11">
<mml:math id="m16">
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, can be calculated by solving Eqs <xref ref-type="disp-formula" rid="e1">1</xref>&#x2013;<xref ref-type="disp-formula" rid="e5">5</xref>. However, the probing coordinates acquired by the displacement sensors built into the fine positioning stages were the center coordinates of the probe tip ball, not the coordinates of the contact point between the probe tip and the measured workpiece. Therefore, inner diameter of the micro-hole was calculated by adding the diameter of the probe tip ball. The inner diameter of the micro-hole, was calculated by the following equation.<disp-formula id="e6">
<mml:math id="m17">
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>r</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where, <inline-formula id="inf12">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the diameter of microprobe tip ball.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Experimental results and discussion</title>
<sec id="s3-1">
<title>3.1 Measurement procedure</title>
<p>In the microprobing system used in this study, probing was performed by moving the micro-hole sample using the fine positioning stage. Therefore, the position of the microprobe was stationary during the actual measurement. However, for simplicity, the procedure is explained here using the relative motion of the microprobe tip. The movement of the micro-hole sample in the &#x2212;<italic>X</italic> direction by the fine positioning stage corresponds to the relative movement of the microprobe in the &#x2b;<italic>X</italic> direction, which is henceforth referred to as probing in the &#x2b;<italic>X</italic> direction.</p>
<p>There are two methods for measuring the inner diameter of a hole using a tactile probing system. One is to bring the probe tip closer along the normal direction from the center of the hole. This method has been widely employed for commercially available macroscopic CMMs. However, it requires pre-measurement to calculate the center position of the hole. Therefore, the same hole must be measured at least twice, so it is time-consuming way. Another method is to move the probe in the <italic>XY</italic> direction along the moving axis of the fine positioning stages. Since this method can start to measure from any position inside the hole, the inner diameter can be calculated by one set of measurement. However, the probe approach direction does not always coincide with the normal direction of the micro-hole. The influence of disagreement between the probe approaching direction and normal direction of the micro-hole on the repeatability of probing was investigated. <xref ref-type="fig" rid="F4">Figure 4</xref> shows a schematic diagram of the trajectory of the probe tip in the micro-hole during the probing in the case of &#x2b;<italic>X</italic> direction. To determine the surface position inside the micro-hole, the microprobe was moved in &#x2b;<italic>X</italic> direction in steps of 10&#xa0;nm per second. The microprobe coordinates in the <italic>Y</italic> and <italic>Z</italic> directions were kept constant <italic>via</italic> closed-loop control during probing in the &#x2b;<italic>X</italic> direction. When the absolute value of the frequency shift &#x394;<italic>f</italic> of the probe vibration exceeded a given threshold, the probe position is recorded as the probing coordinates. Probing was repeated five times at the same <italic>Y</italic> position. Then, the microprobe was then moved 5&#xa0;&#x3bc;m in the &#x2b;<italic>Y</italic> direction, and the probing in the &#x2b;<italic>X</italic> direction was repeated in a similar manner. Probing in the &#x2212;<italic>Y</italic> direction was conducted in the same condition. As mentioned in <xref ref-type="sec" rid="s2-2">Section 2.2</xref>, the center of the approximated circle of probing coordinates can be calculated by the least square method. <xref ref-type="fig" rid="F5">Figure 5</xref> shows a schematic of disagreement between the probe approach direction and normal direction of the micro-hole. The disagreement was defined as the angle, between the probe approach direction and the normal direction of the micro-hole.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Trajectory of the probe tip in the micro-hole during the probing in &#x2b;<italic>X</italic>-direction.</p>
</caption>
<graphic xlink:href="fmtec-03-1104742-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Schematic of disagreement of normal direction.</p>
</caption>
<graphic xlink:href="fmtec-03-1104742-g005.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Probing repeatability and calculation of inner diameter</title>
<p>The probing inside the micro-hole was conducted at the depth of 30&#xa0;&#x3bc;m from the surface of the substrate. The resonance frequency of the microprobe vibration was 32.331&#xa0;kHz, and the threshold of &#x394;<italic>f</italic> for the probing was set to 0.38&#xa0;Hz. Blue plots in <xref ref-type="fig" rid="F6">Figure 6</xref> indicate the average values of probing coordinates repeated five times at the same location obtained by moving the probe tip closer to the inner wall of the micro-hole from the &#xb1;<italic>X</italic> directions. The error bars in <xref ref-type="fig" rid="F6">Figure 6</xref> show the maximum and minimum probing coordinates along the <italic>X</italic> direction. After probing in the &#x2b;<italic>X</italic> direction, probing in the &#x2212;<italic>X</italic> direction was immediately conducted on the opposite inner wall of the micro-hole. Since only the fine positioning stage was moved during the probing inside the micro-hole, the probing coordinates were calculated from the displacement of the fine positioning stages. The gray line and plot shown in <xref ref-type="fig" rid="F6">Figure 6</xref> are the approximated circle and center coordinate of the probing coordinates calculated by the least square method. The diameter of the approximated circle was calculated to be 48.2&#xa0;&#x3bc;m, therefore, inner diameter of the micro-hole was evaluated to be 87.3&#xa0;&#x3bc;m. The dashed lines in <xref ref-type="fig" rid="F6">Figure 6</xref> shows the minimum circumscribed circle and the maximum inscribed circle calculated from the average value of the <italic>X</italic>-directional coordinates at each probing position. The difference in radius between the minimum circumscribed circle and the maximum inscribed circle is evaluated to be 2.51&#xa0;&#x3bc;m. Although the radius difference between the minimum circumscribed circle and the maximum inscribed circle is varies depending on the sphericity of the tip ball of the microprobe and the roundness of the micro-hole, it is also affected by the repeatability of the probing coordinates. Consequently, it is expected that the radius difference will decrease with the improvement of the probing repeatability. <xref ref-type="fig" rid="F7">Figure 7</xref> shows the relationship between the disagreement in <inline-formula id="inf13">
<mml:math id="m19">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> with the normal direction of the micro-hole and the standard deviation of the <italic>X</italic> coordinates of the probing positions. The maximum standard deviation in the &#x2b;<italic>X</italic> direction was 0.24&#xa0;&#x3bc;m at <inline-formula id="inf14">
<mml:math id="m20">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> of 55.23&#xb0;. Similarly, the maximum standard deviation in the -<italic>X</italic> direction was 1.26&#xa0;&#x3bc;m at <inline-formula id="inf15">
<mml:math id="m21">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> of 79.2&#xb0;. The correlation coefficients of the standard deviations of the probing coordinates for the absolute values of the disagreement in <inline-formula id="inf16">
<mml:math id="m22">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf17">
<mml:math id="m23">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> are calculated to be 0.605 and 0.840, respectively. Therefore, it was confirmed that the standard deviation of the probing coordinates tended to increase with the increase of <inline-formula id="inf18">
<mml:math id="m24">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Probing coordinates inside the micro-hole in the <italic>X-</italic>direction.</p>
</caption>
<graphic xlink:href="fmtec-03-1104742-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Relationship between the disagreement <inline-formula id="inf19">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> with the normal direction of the micro-hole and the standard deviation of the probing coordinates along the <italic>X</italic>-direction.</p>
</caption>
<graphic xlink:href="fmtec-03-1104742-g007.tif"/>
</fig>
<p>Blue plots in <xref ref-type="fig" rid="F8">Figure 8</xref> shows the averaged probing coordinates repeated five times at the same location obtained by moving the probe tip closer to the inner wall of the same micro-hole from the &#xb1;<italic>Y</italic> directions. The error bars in <xref ref-type="fig" rid="F8">Figure 8</xref> show the maximum and minimum probing coordinates along the <italic>Y</italic> direction. The gray line and plot shown in <xref ref-type="fig" rid="F8">Figure 8</xref> indicate the approximated circle and center coordinate of the probing coordinates calculated by the least square method. The diameter of the approximated circle was calculated to be 49.4&#xa0;&#x3bc;m, therefore, inner diameter of the micro-hole was evaluated to be 88.5&#xa0;&#x3bc;m. The dashed lines in <xref ref-type="fig" rid="F8">Figure 8</xref> shows the minimum circumscribed circle and the maximum inscribed circle calculated from the average value of the <italic>Y</italic>-directional coordinates at each probing position. The difference in radius between the minimum circumscribed circle and the maximum inscribed circle is evaluated to be 2.35&#xa0;&#x3bc;m. <xref ref-type="fig" rid="F9">Figure 9</xref> shows the relationship between the disagreement <inline-formula id="inf20">
<mml:math id="m26">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> with the normal direction of the micro-hole and the standard deviation of the <italic>Y</italic> coordinates of the probing positions. The maximum standard deviation in the &#x2b;<italic>Y</italic> direction was 0.61&#xa0;&#x3bc;m at <inline-formula id="inf21">
<mml:math id="m27">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> of 75.80&#xb0;. Similarly, the maximum standard deviation in the &#x2212;<italic>Y</italic> direction was 0.53&#xa0;&#x3bc;m at <inline-formula id="inf22">
<mml:math id="m28">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> of 20.89&#xb0;. In the &#x2b;<italic>Y</italic> direction, the correlation coefficient of the standard deviation of the probing coordinates for the absolute value of the disagreement in <inline-formula id="inf23">
<mml:math id="m29">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> is calculated to be 0.614, so an increasing tendency of the standard deviation due to the disagreement in <inline-formula id="inf24">
<mml:math id="m30">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> is confirmed. On the other hand, the correlation coefficient of the disagreement in <inline-formula id="inf25">
<mml:math id="m31">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> is calculated to be 0.162, and the correlation is not found.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Probing coordinates inside the micro-hole in the <italic>Y</italic>-direction.</p>
</caption>
<graphic xlink:href="fmtec-03-1104742-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Relationship between the disagreement <inline-formula id="inf26">
<mml:math id="m32">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> with the normal direction of the micro-hole and the standard deviation of the probing coordinates along the <italic>Y</italic>-direction.</p>
</caption>
<graphic xlink:href="fmtec-03-1104742-g009.tif"/>
</fig>
<p>In order to perform probing in all directions around the <italic>Z</italic>-axis in the micro-hole, <inline-formula id="inf27">
<mml:math id="m33">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf28">
<mml:math id="m34">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> have to be set to 45&#xb0; and more. As the absolute value of the disagreement between the probe approaching direction and the normal direction of the measured micro-hole, the standard deviations of the probing coordinates tend to be increased, as shown in <xref ref-type="fig" rid="F7">Figures 7</xref>, <xref ref-type="fig" rid="F9">9</xref>. In order to perform probing in all directions around the <italic>Z</italic>-axis in the micro-hole, <inline-formula id="inf29">
<mml:math id="m35">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf30">
<mml:math id="m36">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> have to be set to 45&#xb0; at least. Therefore, the probing coordinates with the disagreement of <inline-formula id="inf31">
<mml:math id="m37">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf32">
<mml:math id="m38">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> within 45&#xb0; are adopted, and the inner diameter of the micro-hole is calculated again. Blue plots in <xref ref-type="fig" rid="F10">Figure 10</xref> shows the averaged probing coordinates inside the micro-hole in the <italic>X</italic> and <italic>Y</italic>-direction within range satisfying <inline-formula id="inf33">
<mml:math id="m39">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> &#x3c;45&#xb0;, and <inline-formula id="inf34">
<mml:math id="m40">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> &#x3c;45&#xb0;. <xref ref-type="fig" rid="F10">Figure 10A</xref> shows the probing result in <italic>X</italic>-direction, and the diameters of the approximated circle and micro-hole are recalculated to be 48.0&#xa0;&#x3bc;m and 87.1&#xa0;&#x3bc;m, respectively. The difference in radius between the minimum circumscribed circle and the maximum inscribed circle of the approximated circle is evaluated to be 1.80&#xa0;&#x3bc;m, and it become smaller than that of shown in <xref ref-type="fig" rid="F6">Figure 6</xref>. Similarly, <xref ref-type="fig" rid="F10">Figure 10B</xref> shows the probing result in <italic>Y</italic>-direction, and the diameters of the approximated circle and micro-hole are recalculated to be 49.6&#xa0;&#x3bc;m and 88.7&#xa0;&#x3bc;m, respectively. The difference in radius between the minimum circumscribed circle and the maximum inscribed circle of the approximated circle is evaluated to be 2.22&#xa0;&#x3bc;m, and it becomes smaller than that of shown in <xref ref-type="fig" rid="F8">Figure 8</xref>. The difference in diameter of the micro-hole in the <italic>X</italic> and <italic>Y</italic> directions may be caused by the distortion of the micro-hole and the probe tip ball. On the other hand, it is confirmed that the repeatability of the probing can be improved by limiting the disagreement between the probe approaching direction and the normal direction of the measured micro-hole.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Probing coordinates inside the micro-hole in the <italic>X</italic> and <italic>Y</italic>-direction within range satisfying <inline-formula id="inf35">
<mml:math id="m41">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> &#x3c;45&#xb0;, and <inline-formula id="inf36">
<mml:math id="m42">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> &#x3c;45&#xb0;. <bold>(A)</bold> Probing coordinates inside the micro-hole in the <italic>X</italic>-direction. <bold>(B)</bold> Probing coordinates inside the micro-hole in the <italic>Y</italic>-direction.</p>
</caption>
<graphic xlink:href="fmtec-03-1104742-g010.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Uncertainty analysis of inner diameter measurement</title>
<p>To evaluate the accuracy of the measurement of the micro-hole inner diameter, <inline-formula id="inf37">
<mml:math id="m43">
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, uncertainty analysis was carried out for each of the terms in Eq. <xref ref-type="disp-formula" rid="e6">6</xref> based on GUM (ISO <italic>Guide to the Expression of Uncertainty in Measurement</italic>) (<xref ref-type="bibr" rid="B15">JCGM 100, 2008</xref>). <xref ref-type="table" rid="T1">Table 1</xref> shows a summary of the uncertainty budget for the measurement of the micro-hole inner diameter. Room temperature and its stability during the measurement of the micro-hole was measured to be 20&#xb0;C &#xb1; 2&#xb0;C. The combined standard uncertainty of &#x201c;<inline-formula id="inf38">
<mml:math id="m44">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>&#x201d; in Eq. <xref ref-type="disp-formula" rid="e6">6</xref> is defined as <inline-formula id="inf39">
<mml:math id="m45">
<mml:mrow>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Since the diameter of the probe tip ball was measured by the optical microscope with a horizontal resolution of 100&#xa0;nm, the standard uncertainty of the measurement of the probe tip ball dimeter was estimated to be 28.9&#xa0;nm from half width of the lateral resolution of the optical microscope. The measurement of the probe tip diameter was repeated twice in two orthogonal directions within the field of view of the optical microscope. Therefore, the repeatability of the diameter measurement of the probe tip, <inline-formula id="inf40">
<mml:math id="m46">
<mml:mrow>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, was calculated to be 200&#xa0;nm based on the error range of the probe tip diameter measurements. The thermal effect on the probe tip ball diameter, <inline-formula id="inf41">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, was evaluated from the thermal expansion coefficient of the probe material and the temperature change during the measurement. Thermal expansion coefficient of the probe tip ball, which made of borosilicate glass, is 3.25 &#xd7; 10<sup>&#x2212;6</sup>/K. According to the temperature variation during the measurement mentioned above, <inline-formula id="inf42">
<mml:math id="m48">
<mml:mrow>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was calculated to be 0.1&#xa0;nm, which was ignored in <xref ref-type="table" rid="T1">Table 1</xref>. Consequently, the uncertainty of probe tip diameter <inline-formula id="inf43">
<mml:math id="m49">
<mml:mrow>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is evaluated to be 202.1&#xa0;nm.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Uncertainty budget (unit: nm).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Source of uncertainty</th>
<th align="center">Symbol</th>
<th align="center">Type</th>
<th align="center">Value</th>
<th align="center">Standard uncertainty</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Uncertainty of probe tip diameter</td>
<td align="center">
<italic>u</italic>
<sub>tip</sub>
</td>
<td align="left"/>
<td align="center">-</td>
<td align="center">202.1</td>
</tr>
<tr>
<td align="center">Resolution of optical microscope</td>
<td align="center">
<italic>u</italic>
<sub>res_OM</sub>
</td>
<td align="center">B</td>
<td align="center">100</td>
<td align="center">28.9</td>
</tr>
<tr>
<td align="center">Diameter measurement of probe tip</td>
<td align="center">
<italic>u</italic>
<sub>tip_dia</sub>
</td>
<td align="center">A</td>
<td align="center">400</td>
<td align="center">200.0</td>
</tr>
<tr>
<td align="center">Thermal effect (probe tip diameter)</td>
<td align="center">
<italic>u</italic>
<sub>tip thermal</sub>
</td>
<td align="center">B</td>
<td align="center">0.5</td>
<td align="center">0.1</td>
</tr>
<tr>
<td align="center">Uncertainty of probing</td>
<td align="center">
<italic>u</italic>
<sub>probing</sub>
</td>
<td align="left"/>
<td align="center">-</td>
<td align="center">283.2</td>
</tr>
<tr>
<td align="center">Repeatability of probing</td>
<td align="center">
<italic>u</italic>
<sub>rep_probing</sub>
</td>
<td align="center">A</td>
<td align="center">584</td>
<td align="center">261.3</td>
</tr>
<tr>
<td align="center">Positioning error (<italic>X</italic>-PZT stage)</td>
<td align="center">
<italic>u</italic>
<sub>X_position</sub>
</td>
<td align="center">B</td>
<td align="center">10</td>
<td align="center">5.8</td>
</tr>
<tr>
<td align="center">Positioning error (<italic>Y</italic>-PZT stage)</td>
<td align="center">
<italic>u</italic>
<sub>Y_position</sub>
</td>
<td align="center">B</td>
<td align="center">10</td>
<td align="center">5.8</td>
</tr>
<tr>
<td align="center">Abbe error (<italic>X</italic>-PZT stage)</td>
<td align="center">
<italic>u</italic>
<sub>X_abbe</sub>
</td>
<td align="center">B</td>
<td align="center">133.3</td>
<td align="center">77.0</td>
</tr>
<tr>
<td align="center">Abbe error (<italic>Y</italic>-PZT stage)</td>
<td align="center">
<italic>u</italic>
<sub>Y_abbe</sub>
</td>
<td align="center">B</td>
<td align="center">133.3</td>
<td align="center">77.0</td>
</tr>
<tr>
<td align="center">Uncertainty of micro-hole</td>
<td align="center">
<italic>u</italic>
<sub>sample</sub>
</td>
<td align="left"/>
<td align="center">-</td>
<td align="center">1.4</td>
</tr>
<tr>
<td align="center">Thermal effect of micro-hole diameter</td>
<td align="center">
<italic>u</italic>
<sub>thermal_hole_dia</sub>
</td>
<td align="center">B</td>
<td align="center">4.9</td>
<td align="center">1.4</td>
</tr>
<tr>
<td align="center">Expanded uncertainty (with a coverage factor <italic>k</italic> &#x3d; 2)</td>
<td align="center">
<italic>U</italic>
</td>
<td align="left"/>
<td align="center">-</td>
<td align="center">695.8</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Since &#x201c;<inline-formula id="inf44">
<mml:math id="m50">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>&#x201d; in Eq. <xref ref-type="disp-formula" rid="e6">6</xref> is calculated by applying the least square method to the probing coordinates, the combined uncertainty of &#x201c;<inline-formula id="inf45">
<mml:math id="m51">
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>&#x201d; is defined as <inline-formula id="inf46">
<mml:math id="m52">
<mml:mrow>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The standard uncertainty of the probing is calculated based on the standard deviation of the probing coordinate obtained inside the micro-hole. Within the measurement range <inline-formula id="inf47">
<mml:math id="m53">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf48">
<mml:math id="m54">
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:mi mathvariant="normal">Y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> of 45&#xb0;, the maximum standard deviation of the probing coordinates at the same position was evaluated to be 0.58&#xa0;mm at <inline-formula id="inf49">
<mml:math id="m55">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>39.0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>&#xb0;. The number of probing was set to be 5, and the standard uncertainty of the repeatability of the probing was calculated to be 261.3&#xa0;nm. The probing coordinates are measured by the capacitive-type displacement sensors built into a closed-loop controlled PZT-driven fine positioning <italic>XY</italic> stages. Because positioning accuracy of the fine positioning <italic>XY</italic> stages are 10&#xa0;nm, the standard uncertainty due to the positioning accuracy of the probing coordinates are evaluated to be 5.8&#xa0;nm in <italic>X</italic> and <italic>Y</italic>-directions, respectively. There is an offset between the measuring axes of the capacitive displacement sensors in the fine positioning stage and the tip of the microprobe. Therefore, it does not satisfy Abbe&#x2019;s principle. The tilting errors of the stage table around the <italic>X</italic> and <italic>Y</italic>-axes of the fine positioning stage are called rolling and pitching in this study, and the pitching and rolling was estimated to be 0.5&#x2033;, respectively. The offset from the displacement sensor in the fine positioning stages to the tip of the microprobe is 55&#xa0;mm, and the Abbe error was calculated to be 133&#xa0;nm. Consequently, the standard uncertainty derived from the Abbe error of the microprobe was estimated to be 77&#xa0;nm. Consequently, the uncertainty of probing <inline-formula id="inf50">
<mml:math id="m56">
<mml:mrow>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is evaluated to be 283.2&#xa0;nm.</p>
<p>The inner diameter of micro-hole varies with room temperature. Thermal expansion coefficient of the glass epoxy resin with micro-holes is 1.4 &#xd7; 10<sup>&#x2212;5</sup>/K. According to the room temperature stability during the measurement, the standard uncertainty of the inner diameter of the micro-hole is calculated to be 1.4&#xa0;nm. All the type B uncertainty sources were assumed to have a rectangular probability distribution with a coverage factor of <inline-formula id="inf51">
<mml:math id="m57">
<mml:mrow>
<mml:msqrt>
<mml:mn>3</mml:mn>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula>. As a result, the expanded uncertainty U of the micro-hole inner diameter measurement was estimated to be 695.8&#xa0;nm (<italic>k</italic> &#x3d; 2).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>The inner diameter of a micro-hole was measured by a microprobing system using a method of local surface interaction force detection. The probing was performed inside a micro-hole, and the inner diameter of the micro-hole was calculated by applying the least squares method for a circle to the probing coordinates and probe tip diameter. Consequently, the measurement of inner diameter of the micro-hole was achieved non-destructively. Although the probing coordinates at the interior of the micro-hole could be detected with sub-micrometric repeatability, deterioration of the probing repeatability due to the disagreement between the probe approaching direction and normal direction of the micro-hole was verified. It was possible to reduce the influence of the dispersion of the probing coordinates by limiting the disagreement of the probe approaching direction with respect to the normal direction of the micro-hole. This method will be applicable to other inner shapes, however, the measurable shapes and dimensions, especially the measurable depth, is limited by the effective length of the microprobe stylus. Therefore, elongation of the micro stylus will expand the applicability of this method. The expanded uncertainty in the inner diameter measurement of the micro-hole was estimated to be 695.8&#xa0;nm (<italic>k</italic> &#x3d; 2), and one of the main sources of uncertainty was the repeatability of the probing. The other source of uncertainty was the measurement of the probe tip ball diameter, so the precision measurement and calibration of the probe tip diameter will become a future issue. In addition, three-dimensional measurements of micro-holes will be needed to investigate the effect of probing repeatability due to the bottom of the blind hole.</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>MA worked on data analysis of experimental results and writing the manuscript. SI worked on planning the research, conducting the experiments and writing the manuscript. DK worked on the development and experimentation of experimental equipment. KM advised on the development of the experimental equipment. KK calculated the measurement uncertainty.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This research was supported by the Japan Society for the Promotion of Science (JSPS) KAKENHI grant number (20K04195).</p>
</sec>
<ack>
<p>The micro-hole sample used in this research was prepared with the cooperation of the Mitsubishi Electric Corporation. The authors would like to thank Mr. Takanori Miyazaki, Mr. Kenji Ito, and Mr. Yukitoshi Kudo for their involvement in sample preparation.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The 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="s9">
<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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