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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Phys.</journal-id>
<journal-title>Frontiers in Physics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Phys.</abbrev-journal-title>
<issn pub-type="epub">2296-424X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">958141</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2022.958141</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Design of cylindrical metashells with piezoelectric materials and digital circuits for multi-modal vibration control</article-title>
<alt-title alt-title-type="left-running-head">Yin 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/fphy.2022.958141">10.3389/fphy.2022.958141</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yin</surname>
<given-names>Danjie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1842607/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yi</surname>
<given-names>Kaijun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1370354/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Zhiyuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Anfu</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Rui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1393405/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Aerospace Engineering</institution>, <institution>Beijing Institute of Technology</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Wuhan Second Ship Design and Research Institute</institution>, <addr-line>Wuhan</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/1449535/overview">Han Zhang</ext-link>, Institute of Acoustics (CAS), 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/1059831/overview">Yan-Feng Wang</ext-link>, Tianjin University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1753520/overview">Qingbo He</ext-link>, Shanghai Jiao Tong University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Kaijun Yi, <email>kaijun.yi@bit.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Physical Acoustics and Ultrasonics, a section of the journal Frontiers in Physics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>08</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>958141</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>05</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>07</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Yin, Yi, Liu, Zhang and Zhu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Yin, Yi, Liu, Zhang and Zhu</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>Thin-walled cylindrical shells are widely used in industries, such as the main parts of aircrafts, rockets, and submarines. Except for meeting the load-bearing capacities, such structures must also have good vibration and acoustic performances. However, it is still a challenge to control the multi-modal vibration of cylindrical shells at low frequencies. This study explores the cutting-edge local resonant piezoelectric metamaterials to control the low-frequency vibration of cylindrical shells. A novel cylindrical meta-shell with piezoelectric materials and digital circuits was proposed, and a multi-resonance transfer function is implemented in each digital circuit. A method to optimizing the parameters in the transfer function for the purpose of vibration reduction is developed. The vibrational characteristics of the meta-shell are numerically analyzed using the finite element method. Numerical results clearly demonstrate that by delicately designing the parameters in the transfer function, the meta-shell can reduce the peak amplitudes of the first five modes by 30&#xa0;dB or more. Therefore, the proposed piezoelectric cylindrical meta-shell may open new opportunities in vibration mitigation of transport vehicles and underwater equipment.</p>
</abstract>
<kwd-group>
<kwd>metamaterial</kwd>
<kwd>piezoelectric material</kwd>
<kwd>digital circuit</kwd>
<kwd>cylindrical shell</kwd>
<kwd>vibration control</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Thin-walled cylindrical shells are widely used in industries, for example, the main parts of aircrafts, rockets, and submarines are all made of cylindrical shells. The radiation noise generated by the vibrating cylindrical shells may harm precise equipment inside the aircrafts, and even cause fatigue failure of structures [<xref ref-type="bibr" rid="B1">1</xref>]. As a result, cylindrical shells must have good vibration and acoustic performances while meeting static bearing capacity. To fulfill such demands, many methods have been proposed to reduce the vibration and the corresponding radiation noise of cylindrical shells. Boily et al [<xref ref-type="bibr" rid="B2">2</xref>] investigated the impact of viscoelastic and porous materials on vibration and noise reduction of cylindrical shells. Ji et al [<xref ref-type="bibr" rid="B3">3</xref>] proposed a method to control the vibration of pipelines by using magneto-rheological (MR) vibration reduction technology. Zhang [<xref ref-type="bibr" rid="B4">4</xref>] proposed to control the vibration of the cylindrical shell by periodically or non-periodically&#x2013;attached dynamic vibration absorber (DVA). In addition to damping and absorbing vibration, there are also vibration control methods. Wang et al [<xref ref-type="bibr" rid="B5">5</xref>] investigated the vibration isolation effects of a blocking mass on a double-layer cylindrical shell and demonstrated that it can effectively prevent the transmission of vibration waves. Huang et al [<xref ref-type="bibr" rid="B6">6</xref>] used a numerical model to investigate the vibration transmission from vibrating machinery to the cylindrical shell structure through the active vibration isolators. In order to improve the performances and effects of viscoelastic damping layers, Baz et al [<xref ref-type="bibr" rid="B7">7</xref>] proposed the concept of an actively constrained damping layer. Ray et al [<xref ref-type="bibr" rid="B8">8</xref>] arranged the actively constrained damping layers on a large-scale cylindrical shell, and optimized the parameters and positions of the damping layer to realize good vibration reduction effects. However, the aforementioned methods and many others only have good effects at middle or high frequencies; controlling low-frequency vibration of cylinder shells is still a huge challenge.</p>
<p>During the last decades, the emerged elastic metamaterials provide possibility to dealing with the low-frequency vibration. Such manmade materials show bandgaps at low frequencies generated by local resonators. The elastic metamaterial with local resonators is first proposed by Liu et al [<xref ref-type="bibr" rid="B9">9</xref>] in 2000. After that, researchers studied the unprecedented properties of metamaterials, such as negative mass density [<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>], negative modulus [<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>], and even simultaneous negative density and modulus [<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>]. From the perspective of materials, bandgaps are the consequences of negative effective parameters. Within these bandgaps, propagation of elastic waves is prohibited. Consequently, the vibration of structures made by metamaterials is significantly reduced. Chen et al [<xref ref-type="bibr" rid="B17">17</xref>] proposed the addition of local resonators into a sandwich beam and studied the bandgap effects in this metamaterial beam, results show the waves are significantly attenuated. Claeys et al [<xref ref-type="bibr" rid="B18">18</xref>] designed a local resonant metamaterial plate and investigated the noise radiation properties within the bandgaps, good vibroacoustic behaviors of this plate are observed. Jung et al [<xref ref-type="bibr" rid="B19">19</xref>] explored the use of metamaterials to reduce the low-frequency noise radiation of an automobile dash panel structure, numerical and experimental results verified the idea. Recently, metamaterials are also used in shell structures. Droz et al [<xref ref-type="bibr" rid="B20">20</xref>] mounted local resonators on a curved panel to enhance the sound transmission loss at the ring frequency. Jin et al [<xref ref-type="bibr" rid="B21">21</xref>] designed a metamaterial cylindrical shell by introducing local resonators into unit cells of a traditional cylindrical honeycomb sandwich structure, and they studied the bandgap phenomena in such metastructures and found that within the bandgaps, vibration of the cylinder shell is considerably mitigated. It should be noted that metamaterials usually suffer the drawback of narrow sizes. To broaden the bandgaps, metamaterials with multiple resonators in a single unit cell [<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>] or gradually varying in space [<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>] were proposed and studied. The working frequency regions of these metamaterials are enlarged to some extent, however, at the cost of adding considerable extra mass. In summary, even though metamaterials with local resonators are promising candidates for reducing low-frequency vibration, they either have narrow working frequencies or would add too much mass into the original systems, which makes them unsuitable to control multi-modal resonances of thin-walled cylindrical shells at low frequencies.</p>
<p>In addition to the previously introduced metamaterials, which are composed of passive mechanical local resonators, piezoelectric metamaterials based on resonant shunts are also widely studied. These so-called local resonant piezoelectric metamaterials (LRPMs) generate bandgaps <italic>via</italic> piezoelectric materials and electronic resonators. Throp et al [<xref ref-type="bibr" rid="B29">29</xref>] first proposed to periodically distribute piezoelectric patches with resonant shunts on a rod and observed bandgaps induced by shunts. Spadoni et al [<xref ref-type="bibr" rid="B30">30</xref>] extended this concept to two-dimensional structures and developed piezoelectric metamaterial plates. Csadei et al [<xref ref-type="bibr" rid="B31">31</xref>] designed a method to predict the attenuation properties of the periodically assembled unit cells, and verified it experimentally. Furthermore, Airoldi and Ruzzene [<xref ref-type="bibr" rid="B32">32</xref>] studied a beam with periodically shunted piezoelectric patches, and they found that the equivalent stiffness of the metamaterial beam is significantly affected by circuit parameters and has resonance characteristics near the circuit resonant frequency, leading to bandgaps. Therefore, from the perspective of metamaterials, periodical piezostructures with resonant shunts are new types of metamaterials. To broaden the overall bandgap size, Sugino et al [<xref ref-type="bibr" rid="B33">33</xref>] proposed a transfer function to realize multiple resonances in a piezoelectric metamaterial beam. Wang et al [<xref ref-type="bibr" rid="B34">34</xref>] designed digital circuits using separated patches as sensors and actuator to realize multiple resonances in a piezoelectric metamaterial beam. However, these multi-resonant metamaterials are limited to beam structures. Recently, Yi et al [<xref ref-type="bibr" rid="B35">35</xref>] developed a general method to design multi-resonant piezoelectric metamaterials based on digital circuits, multiple bandgaps and the wave isolation effects are demonstrated using a plate structure. Theoretically, the method developed in [<xref ref-type="bibr" rid="B35">35</xref>] can be expanded to design any type of multi-resonant metamaterial structures, including cylindrical shells, which gives a new possibility to control broadband low-frequency vibration of such complex structures.</p>
<p>In this study, a novel cylindrical meta-shell is designed based on piezoelectric materials and digital circuits. A transfer function to realize multi-resonance developed by the authors in [<xref ref-type="bibr" rid="B35">35</xref>] is implemented in the digital circuit. A method was developed to optimizing the transfer function for realizing the best vibration reduction effects at low frequencies. The vibration characteristics of such metashells are numerically studied, and multi-modal vibration reduction effects are clearly demonstrated. The rest of this study is organized as follows: <xref ref-type="sec" rid="s2">Section 2</xref> introduces the conception and major components of the meta-shell with piezoelectric patches and digital circuits; in <xref ref-type="sec" rid="s3">Section 3</xref>, a reduced and corrected model is developed to efficiently calculate the forced response of piezoelectric metashells; an algorithm to optimize the parameters in the transfer function is proposed in <xref ref-type="sec" rid="s4">Section 4</xref>; <xref ref-type="sec" rid="s5">Section 5</xref> verifies the excellent multi-modal vibration reduction performances at low frequencies; finally, <xref ref-type="sec" rid="s6">Section 6</xref> presents conclusions of this work.</p>
</sec>
<sec id="s2">
<title>2 Cylindrical meta-shell with piezoelectric materials and digital circuits</title>
<p>In this section, the model of the studied cylindrical meta-shell with piezoelectric materials and digital circuits is presented. Such a meta-shell is composed of four main parts: (I) a host passive shell structure, (II) piezoelectric patches distributed on the outer surface of the host shell, (III) digital circuits connecting to the patches, and (IV) a suitable transfer function implemented in the digital circuit.</p>
<sec id="s2-1">
<title>2.1 Mechanical parts of the piezoelectric cylindrical meta-shell</title>
<p>As shown in <xref ref-type="fig" rid="F1">Figure 1A</xref>, the presented meta-shell is composed of a host structure covered with piezoelectric patches periodically distributed on the outer surface of the host structure. The polarization of the patches is along the normal direction. The thickness of piezoelectric patches is <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>and that of the host structure is <inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The radius of the shell is <italic>r</italic>, which is much larger than <inline-formula id="inf3">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>and <inline-formula id="inf4">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Geometry and material parameters of the designed cylindrical piezoelectric meta-shell are shown in <xref ref-type="table" rid="T1">Table 1</xref>. Each patch works independently, the surface of it bonded to the base shell is grounded, between the upper and lower surfaces, a digital circuit <inline-formula id="inf5">
<mml:math id="m5">
<mml:mrow>
<mml:mi>G</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is connected, as illustrated in <xref ref-type="fig" rid="F1">Figure 1B</xref>. Details about the digital circuit are provided in [<xref ref-type="bibr" rid="B35">35</xref>]. The digital circuit contains a controller, in which, a delicately designed transfer function <inline-formula id="inf6">
<mml:math id="m6">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
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</inline-formula>to generate multiple resonances is implemented, and the detailed expression of it is introduced as follows.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Physical model of the cylindrical meta-shell with piezoelectric patches and digital circuits, <bold>(B)</bold> a unit-cell of the meta-shell, <inline-formula id="inf7">
<mml:math id="m7">
<mml:mrow>
<mml:mi>G</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> indicates the digital circuit connecting to the patch.</p>
</caption>
<graphic xlink:href="fphy-10-958141-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Material and geometry parameters of the meta-shell.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">Shell</th>
<th align="center">Piezoelectric patch</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Material</td>
<td align="left">Steel</td>
<td align="left">PZT-5H</td>
</tr>
<tr>
<td align="left">Length</td>
<td align="left">
<inline-formula id="inf8">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>l</mml:mi>
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</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">600</mml:mn>
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<mml:mi>m</mml:mi>
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<td align="left">
<inline-formula id="inf9">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">75</mml:mn>
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<mml:mi>m</mml:mi>
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</inline-formula>
</td>
</tr>
<tr>
<td align="left">Width</td>
<td align="left">&#x2014;</td>
<td align="left">
<inline-formula id="inf10">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>w</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">75</mml:mn>
<mml:mi>m</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="left">Radius</td>
<td align="left">
<inline-formula id="inf11">
<mml:math id="m11">
<mml:mrow>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>115</mml:mn>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">Thickness</td>
<td align="left">
<inline-formula id="inf12">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">3</mml:mn>
<mml:mi>m</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="left">
<inline-formula id="inf13">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">1</mml:mn>
<mml:mi>m</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="left">Young&#x2019;s modulus</td>
<td align="left">
<inline-formula id="inf14">
<mml:math id="m14">
<mml:mrow>
<mml:msub>
<mml:mi>Y</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">205</mml:mn>
<mml:mi>G</mml:mi>
<mml:mi>P</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="left">
<inline-formula id="inf15">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mi>Y</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">58.8</mml:mn>
<mml:mi>G</mml:mi>
<mml:mi>P</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="left">Density</td>
<td align="left">
<inline-formula id="inf16">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>b</mml:mi>
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<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">7850</mml:mn>
<mml:mi>k</mml:mi>
<mml:mi>g</mml:mi>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mi>m</mml:mi>
<mml:mn mathvariant="italic">3</mml:mn>
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</inline-formula>
</td>
<td align="left">
<inline-formula id="inf17">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">7700</mml:mn>
<mml:mi>k</mml:mi>
<mml:mi>g</mml:mi>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mi>m</mml:mi>
<mml:mn mathvariant="italic">3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
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</td>
</tr>
<tr>
<td align="left">Coupling constant</td>
<td align="left">&#x2014;</td>
<td align="left">
<inline-formula id="inf18">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mn mathvariant="italic">31</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn mathvariant="italic">1.7</mml:mn>
<mml:mi>e</mml:mi>
<mml:mn mathvariant="italic">10</mml:mn>
<mml:mi>C</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="left">Relative permittivity</td>
<td align="left">&#x2014;</td>
<td align="left">
<inline-formula id="inf19">
<mml:math id="m19">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn mathvariant="italic">3</mml:mn>
<mml:mi>&#x3c3;</mml:mi>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">1800</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2">
<title>2.2 The transfer function to generate multiple resonances</title>
<p>The transfer function proposed by the authors in [<xref ref-type="bibr" rid="B35">35</xref>] is used to generate multiple resonances. It is expressed as:<disp-formula id="e1">
<mml:math id="m20">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>s</mml:mi>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>T</mml:mi>
</mml:msubsup>
<mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x220f;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mi>s</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>s</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x220f;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mi>s</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>s</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mn>31</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x220f;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mi>s</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>s</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x220f;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mi>s</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi>s</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>Here, <inline-formula id="inf20">
<mml:math id="m21">
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the Laplace variable, <inline-formula id="inf21">
<mml:math id="m22">
<mml:mrow>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>T</mml:mi>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn mathvariant="italic">3</mml:mn>
<mml:mi>&#x3c3;</mml:mi>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the intrinsic capacitance of the piezoelectric material at constant stress, <inline-formula id="inf22">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the area of the patch. <inline-formula id="inf23">
<mml:math id="m24">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the damping factor, zeros, and poles of the system represented by <inline-formula id="inf24">
<mml:math id="m25">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, respectively. The poles can be written as <inline-formula id="inf25">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="italic">2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, in which <inline-formula id="inf26">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the resonance frequencies. <inline-formula id="inf27">
<mml:math id="m28">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn mathvariant="italic">31</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mn mathvariant="italic">31</mml:mn>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msubsup>
<mml:mi>S</mml:mi>
<mml:mn mathvariant="italic">11</mml:mn>
<mml:mi>E</mml:mi>
</mml:msubsup>
<mml:msubsup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn mathvariant="italic">3</mml:mn>
<mml:mi>&#x3c3;</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula> is the extensional coupling factor of the patch. <italic>n</italic> determines the number of poles and zeros. Furthermore, to make the whole system stable, the transfer function&#x2019;s poles and zeros must all be in the complex domain&#x2019;s left half plane, which drops the constrictions in Eq. 2 on the assigned zeros and poles:<disp-formula id="e2">
<mml:math id="m29">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mn>31</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:msup>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1,2</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>.</mml:mo>
<mml:mo>.</mml:mo>
<mml:mo>.</mml:mo>
<mml:mo>,</mml:mo>
<mml:mi>n</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>Therefore, we can set the transfer function&#x2019;s zeros <inline-formula id="inf28">
<mml:math id="m30">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as:<disp-formula id="e3">
<mml:math id="m31">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mn>31</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1,2</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>.</mml:mo>
<mml:mo>.</mml:mo>
<mml:mo>.</mml:mo>
<mml:mo>,</mml:mo>
<mml:mi>n</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>It is well demonstrated in [<xref ref-type="bibr" rid="B35">35</xref>] that the transfer function <inline-formula id="inf29">
<mml:math id="m32">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> is sufficient to generate numerous bandgaps. The parameters in the transfer function needed to be designed are <inline-formula id="inf30">
<mml:math id="m33">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf31">
<mml:math id="m34">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf32">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> determines the <italic>i</italic>th resonance&#x2019;s frequency, and <inline-formula id="inf33">
<mml:math id="m36">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the damping term, which influences the strength of the corresponding resonance. To obtain excellent vibration reduction effects at target modes, a method to optimize these parameters is proposed. The optimization algorithm involves calculating the dynamic responses of the piezoelectric meta-shell, therefore, a reduced model is also developed.</p>
</sec>
</sec>
<sec id="s3">
<title>3 Reduced model for calculating dynamic responses of the piezoelectric cylindrical meta-shell</title>
<p>This section develops a reduced model to efficiently calculate the vibration responses of the cylindrical piezoelectric meta-shell. The reduced model is obtained in three steps. First, the piezoelectric meta-shell is modeled using the finite element method. Second, the whole model is reduced using the modal synthesis method. Last, the reduced model is corrected through the modification of the intrinsic capacitances of the patches.</p>
<p>The equilibrium equations for the discretized fully coupled piezoelectric system are [<xref ref-type="bibr" rid="B36">36</xref>]:<disp-formula id="e4">
<mml:math id="m37">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">d</mml:mi>
<mml:mo>&#xa8;</mml:mo>
</mml:mover>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="bold-italic">d</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="bold-italic">F</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msubsup>
<mml:mi mathvariant="bold-italic">d</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>Here, <inline-formula id="inf34">
<mml:math id="m38">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf35">
<mml:math id="m39">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represent the mass matrix and stiffness matrix in the short-circuit state, respectively, <inline-formula id="inf36">
<mml:math id="m40">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf37">
<mml:math id="m41">
<mml:mrow>
<mml:mi mathvariant="bold-italic">C</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> are the electromechanical coupling coefficient matrix and the blocked intrinsic capacitance matrix, respectively, <bold>
<italic>d</italic>
</bold> and <bold>
<italic>V</italic>
</bold> represent the structural and voltage DOFs, respectively, and <bold>
<italic>F</italic>
</bold> and <bold>
<italic>Q</italic>
</bold> are the mechanical forces and charges, respectively. The Kirchhoff&#x2019;s current law must be obeyed at the joints where circuits are coupled with the piezoelectric patches, as shown in <xref ref-type="disp-formula" rid="e4">Eq. 4</xref>.</p>
<p>The reduced model is obtained through a transformation between the displacement <bold>
<italic>d</italic>
</bold> and a set of modal coordinates <bold>
<italic>q</italic>
</bold>.<disp-formula id="e5">
<mml:math id="m42">
<mml:mrow>
<mml:mi mathvariant="bold-italic">d</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="bold-italic">q</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>Here, <inline-formula id="inf38">
<mml:math id="m43">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d5;</mml:mi>
<mml:mn mathvariant="italic">1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>&#x3d5;</mml:mi>
<mml:mn mathvariant="italic">2</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mo>&#x2026;</mml:mo>
<mml:msub>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. <inline-formula id="inf39">
<mml:math id="m44">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the <italic>i</italic>th natural mode of the piezoelectric system under the short-circuit condition with specific homogeneous Dirichlet boundaries, and it is obtained by solving the following eigenvalue problem:<disp-formula id="e6">
<mml:math id="m45">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>i</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:msub>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>Here, <inline-formula id="inf40">
<mml:math id="m46">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the corresponding natural frequency. The modes are mass-normalized, resulting in:<disp-formula id="e7">
<mml:math id="m47">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msup>
<mml:msub>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="bold-italic">E</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
<disp-formula id="e8">
<mml:math id="m48">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msup>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x39b;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>d</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>g</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>i</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>Here, <bold>
<italic>E</italic>
</bold> is the identity matrix. Using <xref ref-type="disp-formula" rid="e5">Eqs 5</xref>, <xref ref-type="disp-formula" rid="e7">7</xref>, <xref ref-type="disp-formula" rid="e8">8</xref>, the governing <xref ref-type="disp-formula" rid="e4">Eq. 4</xref> is represented in modal coordinates as:<disp-formula id="e9">
<mml:math id="m49">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">q</mml:mi>
<mml:mrow>
<mml:mo>&#x2022;</mml:mo>
<mml:mo>&#x2022;</mml:mo>
</mml:mrow>
</mml:mover>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x39b;</mml:mi>
<mml:mi mathvariant="bold-italic">q</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msup>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msup>
<mml:mi mathvariant="bold-italic">F</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msubsup>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="bold-italic">q</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<p>Only a few modes in modal matrix <inline-formula id="inf41">
<mml:math id="m50">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> will be retained, and the number is much smaller than that of the system&#x2019;s DOFs. Thus, the number of equations in <xref ref-type="disp-formula" rid="e9">(9)</xref> is largely reduced.</p>
<p>However, the reduced model in <xref ref-type="disp-formula" rid="e9">Eq. 9</xref> cannot adequately capture the system&#x2019;s piezoelectric behaviors because the truncation of the higher-order modes will cause a static reduction error [<xref ref-type="bibr" rid="B36">36</xref>]. The static error will result in a non-negligible electrostatic voltage error when compared to the full model, it is as follows:<disp-formula id="e10">
<mml:math id="m51">
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">T</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">T</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">T</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x39b;</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>Here, <inline-formula id="inf42">
<mml:math id="m52">
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">T</mml:mi>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf43">
<mml:math id="m53">
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">T</mml:mi>
<mml:mi mathvariant="bold-italic">r</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>are the electrostatic transfer matrices between <bold>
<italic>V</italic>
</bold> and <bold>
<italic>Q</italic>
</bold> of the full and reduced models, respectively.</p>
<p>The reduced model is corrected by modifying the blocked intrinsic capacitance matrix <bold>
<italic>C</italic>
</bold> to produce more accurate voltage responses. The voltage responses are corrected by ensuring that the voltage outputs <bold>
<italic>V(</italic>
</bold>
<italic>i</italic>
<bold>
<italic>)</italic>
</bold> of the <italic>i</italic>th piezoelectric patch in the corrected reduced model and the full model are consistent when the same static electric input <bold>
<italic>Q(</italic>
</bold>
<italic>i</italic>
<bold>
<italic>)</italic>
</bold> is applied to this patch. According to <xref ref-type="disp-formula" rid="e4">Eqs 4</xref>, <xref ref-type="disp-formula" rid="e9">9</xref>, such requirements are fulfilled by modifying the capacitance matrix <inline-formula id="inf44">
<mml:math id="m54">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> in the corrected model as:<disp-formula id="e11">
<mml:math id="m55">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>d</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>g</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x39b;</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
<inline-formula id="inf45">
<mml:math id="m56">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> is still a diagonal matrix, the corrected reduced model is obtained by replacing the <bold>
<italic>C</italic>
</bold> in <xref ref-type="disp-formula" rid="e9">Eq. 9</xref> with<inline-formula id="inf46">
<mml:math id="m57">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>.<disp-formula id="e12">
<mml:math id="m58">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">q</mml:mi>
<mml:mrow>
<mml:mo>&#x2022;</mml:mo>
<mml:mo>&#x2022;</mml:mo>
</mml:mrow>
</mml:mover>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x39b;</mml:mi>
<mml:mi mathvariant="bold-italic">q</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msup>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msup>
<mml:mi mathvariant="bold-italic">F</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">&#x398;</mml:mi>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msubsup>
<mml:mi mathvariant="bold-italic">&#x3a6;</mml:mi>
<mml:mi mathvariant="bold-italic">q</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msup>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>
</p>
<p>The reduced model obtains an excellent accuracy after error correction and improves computational efficiency, and it provides an efficient tool to calculate the dynamic responses of the piezoelectric meta-shell, which is a very important step in the optimization algorithm developed in <xref ref-type="sec" rid="s4">Section 4</xref>.</p>
</sec>
<sec id="s4">
<title>4 Optimization method for the parameters in the transfer function</title>
<p>For the transfer function in <xref ref-type="disp-formula" rid="e1">Eq. 1</xref>, <inline-formula id="inf47">
<mml:math id="m59">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>and <inline-formula id="inf48">
<mml:math id="m60">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> affect the frequency and strength of circuit&#x2019;s resonance, respectively [<xref ref-type="bibr" rid="B35">35</xref>]. Therefore, to realize optimal vibration reduction effects near a target resonant mode, the values of <inline-formula id="inf49">
<mml:math id="m61">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf50">
<mml:math id="m62">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> need to be optimized, a method is developed in this section for achieving such purposes.</p>
<p>As analyzed in [<xref ref-type="bibr" rid="B35">35</xref>], if a transfer function contains <italic>n</italic> poles and these poles are well separated, they have negligible influences on each other, which means that the values of <inline-formula id="inf51">
<mml:math id="m63">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf52">
<mml:math id="m64">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for controlling the <italic>i</italic>th mode can be optimized individually. On the other hand, to minimize the time consumption, during the optimization process, the maximum value of the dynamic response of a carefully selected point within a frequency band near the resonance frequency of the target mode is used as an index to find the optimum design parameters. It should be noted that the selected point cannot be on the nodal lines of the target mode&#x2019;s modal shape.</p>
<p>When the target modes are selected, we can determine the number of poles <italic>n</italic> needed in the transfer function. The values of <inline-formula id="inf53">
<mml:math id="m65">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf54">
<mml:math id="m66">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for the <italic>i</italic>th pole can be optimized through several steps, as illustrated in <xref ref-type="fig" rid="F2">Figure 2</xref>. First, determine the frequency range <inline-formula id="inf55">
<mml:math id="m67">
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2002;</mml:mtext>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>. The selection of the frequency range <inline-formula id="inf56">
<mml:math id="m68">
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2002;</mml:mtext>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> is tricky, if it is too wide, the simulation time will be long, on the opposite, if it is too narrow, the resonance frequency of the target mode may be out of this range, and the algorithm will fail to find the optimum values. Therefore, a tradeoff between the efficiency and accuracy must be made. In this work, <inline-formula id="inf57">
<mml:math id="m69">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf58">
<mml:math id="m70">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are set as the left and right anti-resonance frequencies near the target mode, respectively, an example is given in <xref ref-type="fig" rid="F3">Figure 3</xref>. Second, determine the searching ranges for <inline-formula id="inf59">
<mml:math id="m71">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf60">
<mml:math id="m72">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. <inline-formula id="inf61">
<mml:math id="m73">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>.</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the resonance frequency of the digital circuit, so it should be within the simulation frequency band, therefore, it is searched within <inline-formula id="inf62">
<mml:math id="m74">
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mn mathvariant="italic">2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>f</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2002;</mml:mtext>
<mml:msub>
<mml:mrow>
<mml:mn mathvariant="italic">2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>f</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>. <inline-formula id="inf63">
<mml:math id="m75">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> influences the resonance strength of the digital circuit, and it should be a small value, consequently, the searching range of it is given as <inline-formula id="inf64">
<mml:math id="m76">
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mn mathvariant="italic">0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn mathvariant="italic">1</mml:mn>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>. Third, implement a <italic>n</italic>-pole transfer function in the digital circuit, let the parameters of the poles except for the <italic>i</italic>th one be zero, sweep the parameters <inline-formula id="inf65">
<mml:math id="m77">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf66">
<mml:math id="m78">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> within the determined ranges, simulate the frequency response function <inline-formula id="inf67">
<mml:math id="m79">
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> at a selected point on the shell using the reduced model in <xref ref-type="disp-formula" rid="e12">Eq. 12</xref>, and calculate the maximum value <inline-formula id="inf68">
<mml:math id="m80">
<mml:mrow>
<mml:mi>max</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mo>&#x2061;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. Fourth, choose the values of <inline-formula id="inf69">
<mml:math id="m81">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf70">
<mml:math id="m82">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> corresponding to the minimum <inline-formula id="inf71">
<mml:math id="m83">
<mml:mrow>
<mml:mi>max</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> as the optimum values. Repeat the aforementioned procedures for <italic>n</italic> times, and all the optimal parameters can be found.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Flow chart of the optimization algorithm to calculate the optimal electrical parameters.</p>
</caption>
<graphic xlink:href="fphy-10-958141-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Example to show the left and right anti-resonance frequencies <inline-formula id="inf72">
<mml:math id="m84">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf73">
<mml:math id="m85">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>near a target mode <inline-formula id="inf74">
<mml:math id="m86">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fphy-10-958141-g003.tif"/>
</fig>
</sec>
<sec id="s5">
<title>5 Numerical verification of multi-modal vibration reduction of piezoelectric cylindrical meta-shell</title>
<p>In this section, the multi-modal vibration reduction effects of piezoelectric cylindrical meta-shell are numerically verified. <xref ref-type="fig" rid="F4">Figure 4</xref> shows the finite element model of the studied piezoelectric meta-shell. There are 8&#x2217;5 &#x3d; 40 piezoelectric patches glued on the surface of the passive shell. The geometry and material parameters of the cylindrical piezoelectric meta-shell are the same as those in <xref ref-type="table" rid="T1">Table 1</xref>. The convergence of the model is verified; refining the meshes to double the number of DOFs only changes the calculated natural frequencies of the first 10 modes by less than 0.2%. A harmonic load F is applied at point O to mimic a source of disturbance.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Finite element model of a piezoelectric cylindrical meta-shell.</p>
</caption>
<graphic xlink:href="fphy-10-958141-g004.tif"/>
</fig>
<sec id="s5-1">
<title>5.1 Level of mean square normal velocity of cylindrical shells</title>
<p>The level of mean square normal velocity (MSNV) of the meta-shell is used to evaluate the vibration reduction performances. The cylindrical coordinate system and the degrees of freedom are depicted in <xref ref-type="fig" rid="F5">Figure 5</xref>, <inline-formula id="inf75">
<mml:math id="m87">
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>v</mml:mi>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> are the corresponding displacement components of a point on the shell in the axial, circumferential, and radius direction, respectively.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Schematic diagram of the shell coordinate system.</p>
</caption>
<graphic xlink:href="fphy-10-958141-g005.tif"/>
</fig>
<p>Since the thickness of the shell is much smaller than the radius of it, we can assume that the normal velocity does not change along the radial direction. Therefore, the MSNV of the shell is calculated by only considering the points on the outer surface of the shell, and the expression of it is as follows [<xref ref-type="bibr" rid="B37">37</xref>]:<disp-formula id="e13">
<mml:math id="m88">
<mml:mrow>
<mml:mrow>
<mml:mo>&#x2329;</mml:mo>
<mml:msubsup>
<mml:mi>V</mml:mi>
<mml:mi>c</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x232a;</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:msup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:msub>
<mml:mo>&#x222b;</mml:mo>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>&#x7c;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>&#x7c;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi>d</mml:mi>
<mml:mi>s</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>Here, <inline-formula id="inf76">
<mml:math id="m89">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>is the normal displacement amplitude of any point on the outer surface of the shell, and <italic>S</italic> is the outer surface area.</p>
<p>The level of MSNV is defined as [<xref ref-type="bibr" rid="B37">37</xref>]:<disp-formula id="e14">
<mml:math id="m90">
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
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</sec>
<sec id="s5-2">
<title>5.2 Verification of the multi-modal vibration control effects</title>
<p>To demonstrate the vibration reduction effects of the cylindrical piezoelectric meta-shell, three cases are studied targeting different resonant modes. In case 1, the targeted modes are the first two, since the frequencies of the first and second modes are very close, a one-pole transfer function is designed. In case 2, they are the first four modes, the third and fourth modes are also very close, one single pole can be used to control them, therefore, in this case, a two-pole transfer function is used. In case 3, we target all the first five modes and a three-pole transfer function is used to control.</p>
<p>First of all, the optimal values in the transfer function for each case are designed using the optimization method developed in <xref ref-type="sec" rid="s4">Section 4</xref>. The frequency response function at point O (<xref ref-type="fig" rid="F4">Figure 4</xref>) is used in the process of optimization, and it is calculated by dividing the amplitude of the normal displacement of point O by the amplitude of the excitation force at the same point. Here, we used case 3 as an example to show how the optimum values are determined. In this case, a 3-pole transfer function is used, results in <xref ref-type="fig" rid="F6">Figure 6</xref> illustrate the influences of <inline-formula id="inf79">
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<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
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</caption>
<graphic xlink:href="fphy-10-958141-g006.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Optimum parameters of the transfer functions used in different cases.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">Target mode</th>
<th align="left">Number of pole in the transfer function</th>
<th align="left">Optimal value of (<inline-formula id="inf83">
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</thead>
<tbody valign="top">
<tr>
<td align="left">Case 1</td>
<td>1, 2</td>
<td align="left">1</td>
<td>(1188.44, 0.120397)</td>
</tr>
<tr>
<td align="left">Case 2</td>
<td>1, 2, 3, 4</td>
<td align="left">2</td>
<td>(1097.99, 0.080598), (3005.03, 0.080598)</td>
</tr>
<tr>
<td align="left">Case 3</td>
<td>1, 2, 3, 4, 5</td>
<td align="left">3</td>
<td>(1067.84, 0.0706482), (2924.62, 0.0606985), (4919.6, 0.0507487)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="fig" rid="F7">Figure 7</xref> shows the vibration reduction effects for the three different cases calculated using the finite element model. In each case, the level of MSNV of the shell at short-circuited condition is used as a reference, it is the uncontrolled case. First, take the first two modes as the target to reduce vibration, <xref ref-type="fig" rid="F7">Figure 7A</xref> shows that the peak of frequency response curves in the 1-pole case decreased by an average of 32&#xa0;dB compared to the case without control. Second, in case two, the first four modes are targeted, and all the peak amplitudes, in this case, are reduced by more than 30&#xa0;dB, as shown in <xref ref-type="fig" rid="F7">Figure 7B</xref>. Finally, when aiming at the first five modes, as shown in <xref ref-type="fig" rid="F7">Figure 7C</xref>, the amplitudes of all the peaks are reduced by about 30&#xa0;dB. In summary, the cases studied earlier clearly verify that the meta-shell proposed in this work can achieve excellent multi-modal vibration reduction effects at low frequencies.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Frequency response curves of level of MSNV of the piezoelectric cylindrical meta-shell with different optimized transfer functions. The first <bold>(A)</bold> two, <bold>(B)</bold> four, and <bold>(C)</bold> five modes are targeted, respectively.</p>
</caption>
<graphic xlink:href="fphy-10-958141-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="s6">
<title>6 Conclusion</title>
<p>In this study, a cylindrical meta-shell with piezoelectric materials and digital circuits is designed, and the multi-modal vibration reduction effects of it are demonstrated. The mechanical parts of the meta-shell include a host cylindrical shell, piezoelectric patches distributed on the outer surface of the shell, and digital circuits shunted to the patches. A suitable transfer function is implemented in the digital circuit to generate multiple resonances. To analyze the dynamic responses of the designed piezoelectric cylindrical meta-shell, a reduced model is obtained based on the modal truncation technique and the accuracy of it is corrected by modifying intrinsic capacitances of the patches. An optimization algorithm is developed to design the optimum parameters in the transfer function for the purpose of vibration reduction. Finally, cases are studied to verify the multi-modal vibration reduction abilities of the meta-shell. The results clearly demonstrate that by designing the parameters of the transfer function, multi-modal vibration reduction effects can be achieved for desired resonant modes, the peak magnitudes of these modes are suppressed by more than 30&#xa0;dB. Therefore, this novel piezoelectric cylindrical meta-shell could open new opportunities in vibration mitigation of transport vehicles and underwater equipment.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<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="s8">
<title>Author contributions</title>
<p>DY: writing&#x2014;original draft, methodology, software, data curation, editing, visualization, and investigation. KY: conceptualization, writing and review of the manuscript, structural scheme design, and theoretical model analysis, supervision, funding acquisition. ZL: methodology. AZ: investigation. RZ: investigation.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This work is supported by the National Natural Science Foundation of China (Nos. 11991030, 11991031, and 11872112), National Key Research and Development Program of China (2021YFE0110900), and Innovation Foundation of Maritime Defense Technologies Innovation Center (No. JJ-2020-719-05).</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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="s11">
<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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