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<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Sensors</journal-id>
<journal-title>Sensors</journal-title>
<issn pub-type="epub">1424-8220</issn>
<publisher>
<publisher-name>Molecular Diversity Preservation International (MDPI)</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3390/s101009102</article-id>
<article-id pub-id-type="publisher-id">sensors-10-09102</article-id>
<article-categories>
<subj-group>
<subject>Article</subject></subj-group></article-categories>
<title-group>
<article-title>Electro-Quasistatic Analysis of an Electrostatic Induction Micromotor Using the Cell Method</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Monzón-Verona</surname><given-names>José Miguel</given-names></name><xref ref-type="aff" rid="af1-sensors-10-09102"><sup>1</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>Santana-Martín</surname><given-names>Francisco Jorge</given-names></name><xref ref-type="aff" rid="af1-sensors-10-09102"><sup>1</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>García–Alonso</surname><given-names>Santiago</given-names></name><xref ref-type="aff" rid="af2-sensors-10-09102"><sup>2</sup></xref></contrib>
<contrib contrib-type="author">
<name><surname>Montiel-Nelson</surname><given-names>Juan Antonio</given-names></name><xref ref-type="aff" rid="af2-sensors-10-09102"><sup>2</sup></xref><xref ref-type="corresp" rid="c1-sensors-10-09102">*</xref></contrib></contrib-group>
<aff id="af1-sensors-10-09102">
<label>1</label> University of Las Palmas de Gran Canaria, Department of Electrical Engineering, Institute for Applied Microelectronics, Campus Univ. de Tafira s/n, 35017 Las Palmas de Gran Canaria, Spain; E-Mails: <email>jmonzon@die.ulpgc.es</email> (J.M.M.-V.); <email>fsantana@die.ulpgc.es</email> (F.J.S.-M.)</aff>
<aff id="af2-sensors-10-09102">
<label>2</label> University of Las Palmas de Gran Canaria, Department of Electronic Engineering and Automatic, Institute for Applied Microelectronics, Campus Univ. de Tafira s/n, 35017 Las Palmas de Gran Canaria, Spain; E-Mail: <email>sgarcia@diea.ulpgc.es</email> (S.G.-A.)</aff>
<author-notes>
<corresp id="c1-sensors-10-09102">
<label>*</label> Author to whom correspondence should be addressed; E-Mail: <email>montiel@iuma.ulpgc.es</email>; Tel.: +34-928-451-252; Fax: +34-928-451-083.</corresp><fn id="fn1-sensors-10-09102">
<label>†</label>
<p>This paper was originally presented at ISEF 2009 and submitted to the Special Issue: ISEF 2009.</p></fn></author-notes>
<pub-date pub-type="collection">
<year>2010</year></pub-date>
<pub-date pub-type="epub">
<day>11</day>
<month>10</month>
<year>2010</year></pub-date>
<volume>10</volume>
<issue>10</issue>
<fpage>9102</fpage>
<lpage>9117</lpage>
<history>
<date date-type="received">
<day>16</day>
<month>8</month>
<year>2010</year></date>
<date date-type="rev-recd">
<day>29</day>
<month>9</month>
<year>2010</year></date>
<date date-type="accepted">
<day>30</day>
<month>9</month>
<year>2010</year></date></history>
<permissions>
<copyright-statement>© 2010 by the authors; licensee MDPI, Basel, Switzerland.</copyright-statement>
<copyright-year>2010</copyright-year>
<license>
<p>This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).</p></license></permissions>
<abstract>
<p>An electro-quasistatic analysis of an induction micromotor has been realized by using the Cell Method. We employed the direct Finite Formulation (FF) of the electromagnetic laws, hence, avoiding a further discretization. The Cell Method (CM) is used for solving the field equations at the entire domain (2D space) of the micromotor. We have reformulated the field laws in a direct FF and analyzed physical quantities to make explicit the relationship between magnitudes and laws. We applied a primal-dual barycentric discretization of the 2D space. The electric potential has been calculated on each node of the primal mesh using CM. For verification purpose, an analytical electric potential equation is introduced as reference. In frequency domain, results demonstrate the error in calculating potential quantity is neglected (&lt;3‰). In time domain, the potential value in transient state tends to the steady state value.</p></abstract>
<kwd-group>
<kwd>micromotor</kwd>
<kwd>electrostatic</kwd>
<kwd>induction</kwd>
<kwd>cell method</kwd>
<kwd>direct finite formulation</kwd></kwd-group></article-meta></front>
<body>
<sec sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>Electromagnetic laws were formulated <italic>ab initio</italic> using global quantities, such as charge, current, electric and magnetic flux, electromotive and magnetomotive force. Kirchoff’s network equations were also stated using global quantities, potential and current.</p>
<p>After Maxwell’s publication, electromagnetic laws have been commonly written using differential equations. Because differential formulation is restricted to homogeneous regions—material homogeneity—heterogeneous domains are broken in homogeneous subdomains plus jump conditions. The discrete formulation of differential equations requires a discretization method, such as finite difference, finite element, boundary element, among others.</p>
<p>As an alternative, a direct Finite Formulation (FF) of the electromagnetic laws based on global variables accepts material discontinuities, as is the case of the micromotor interface region, which is the surface of the resistive metal sheet of the mobile part of the micromotor in contact with the air (see <xref ref-type="fig" rid="f1-sensors-10-09102">Figure 1</xref>). In a direct FF [<xref ref-type="bibr" rid="b1-sensors-10-09102">1</xref>–<xref ref-type="bibr" rid="b3-sensors-10-09102">3</xref>], an algebraic system of equations is directly written, avoiding the discretization process. The corresponding numerical method is known as the Cell Method (CM) [<xref ref-type="bibr" rid="b4-sensors-10-09102">4</xref>–<xref ref-type="bibr" rid="b6-sensors-10-09102">6</xref>]. The present paper applies this method to the simulation and analysis of an electrostatic induction micromotor.</p>
<p>The main benefit of CM is the remarkable simplification of its theoretical formulation, and therefore, the obtained equation system. The CM algebraic equation system is equivalent to the obtained in FEM using affine approximation of the electric potential inside of the triangle mesh. CM simplification is because physical laws of the electrostatic induction micromotor are expressed directly by a set of algebraic equations. However, in FEM, the algebraic equations are obtained after a discretization process using differential equations. Thus, CM requires two steps less than FEM to obtain the same algebraic system of equations.</p>
<p>The fundamental principle of CM is the use of finite or global measurable quantities. In the micromotor analysis, we use the voltage along a line instead of the electric field in a point. Therefore, we don’t use those quantities that are defined through a mathematical limit process as standard operations of gradient, curl and divergence. Note that a mathematical limit process involves operational difficulties in some conditions—such as discontinuities in the electrical field in the interface, due to the superficial conductivity. They are not adequate for numerical processing. Because of this, FEM involves two additional steps: first, Green’s theorem is applied; and second, the first order interpolation function of Whitney elements is used. The last step introduces a tangential continuity of the field magnitudes in the edge of the elements and, however, allows discontinuity in the normal component. The constitutive equations in CM formulation have a deep geometric interpretation based in the geometry of primal and dual meshes. This interpretation facilitates the incorporation of two types of physical properties, volumetric and superficial with electrical conductivity.</p>
<p>Nowadays, the design and implementation of a micromotor using MEMS technology is a great challenge [<xref ref-type="bibr" rid="b7-sensors-10-09102">7</xref>–<xref ref-type="bibr" rid="b9-sensors-10-09102">9</xref>]. For this purpose, we have developed some tools based on FF to simulate the electromagnetic fields of an electrostatic induction micromotor. In [<xref ref-type="bibr" rid="b10-sensors-10-09102">10</xref>], we introduce the analytical equations for an electrostatic induction micromotor. References [<xref ref-type="bibr" rid="b11-sensors-10-09102">11</xref>–<xref ref-type="bibr" rid="b15-sensors-10-09102">15</xref>] provide state-of-the-art contributions in discrete electromagnetism and electrostatic formulation. In [<xref ref-type="bibr" rid="b12-sensors-10-09102">12</xref>], its authors apply CM for computing the capacitance of a transmission line in presence of non homogeneous media. Reference [<xref ref-type="bibr" rid="b13-sensors-10-09102">13</xref>] deals with a general application of CM to solve both isotropic and anisotropic electrostatic problem. In [<xref ref-type="bibr" rid="b12-sensors-10-09102">12</xref>,<xref ref-type="bibr" rid="b13-sensors-10-09102">13</xref>], the dielectric is characterized by a constitutive permittivity matrix—volumetric property—; the electric conductivity is neglected at the whole domain.</p>
<p>In this work, for an electrostatic micromotor, the superficial conductivity at the interface of the mobile part plays a key role. In addition, we consider a volumetric conductivity at the mobile part. <xref ref-type="fig" rid="f1-sensors-10-09102">Figure 1</xref> illustrates both superficial and volumetric conductivity, σ<sub>S</sub> and σ<sub>b</sub>, respectively. As a consequence, time dependent terms are considered in our finite formulation problem, and therefore, we carry out both frequency and transitory analysis.</p>
<p>The analyzed micromotor is a simple linear electrostatic induction micromachine constituted by two parallel plates—mobile part and stator—isolated by a dielectric [<xref ref-type="bibr" rid="b8-sensors-10-09102">8</xref>]. The distance between plates is 6 μm. <xref ref-type="fig" rid="f1-sensors-10-09102">Figure 1</xref> summarizes the operation mode of the micromachine. <xref ref-type="table" rid="t1-sensors-10-09102">Table 1</xref> shows the nomenclature and <xref ref-type="table" rid="t2-sensors-10-09102">Table 2</xref> presents the physical and geometrical parameters of the micromachine. Our work is focused in the linear micromachine due to the great simplicity of analytical equations. The linear micromachine is the unfolding of a rotating electric micromachine. Consequently, the conclusions obtained for the linear micromachine are directly generalized to the rotating one [<xref ref-type="bibr" rid="b16-sensors-10-09102">16</xref>].</p>
<p>The paper is organized as follows. Section 2 contains the reformulation of the field laws in a direct FF for the micromotor. Initially, we introduce global variables by analyzing physical quantities in order to make explicit the maximum of information. Both topological and constitutive equations are explained in detail. Then, we present the final global equation of the electrostatic induction micromotor. In Section 3, we provide an analytical equation of the electric potential—global variable—at the interface of the micromotor. For verification purpose, electric potential values are calculated by solving field equations with CM. Both frequency and time domain comparisons are introduced. Finally, Section 4 provides conclusions of the work.</p></sec>
<sec>
<label>2.</label>
<title>Finite Formulation for the Micromotor</title>
<p>The reformulation of field laws in a direct FF begins with an analysis of physical quantities. Physical measurements deal with global variables against field variables. In differential formulation, field variables are utilized because the notion of derivative refers to a point function. Contrariwise, global variables refer to a system, at a space or time element—global variables concern to oriented geometrical elements like points, lines, surfaces, volumes and time elements like instant and interval.</p>
<p>According to FF, global variables are also classified into configuration, source, and energy variables [<xref ref-type="bibr" rid="b1-sensors-10-09102">1</xref>]. The configuration variables describe the configuration of the field without the intervention of the material parameters. The source variables describe the source of the field without involving the material parameters. The energy variables are the product between a configuration and source variable.</p>
<p>CM requires the use of a pair of oriented cell complexes, one dual to each other, endowed with inner orientation (see I,J,K cell in <xref ref-type="fig" rid="f2-sensors-10-09102">Figure 2</xref>) and outer orientation (see 1,2,3,...,11 cell in <xref ref-type="fig" rid="f2-sensors-10-09102">Figure 2</xref>). <xref ref-type="fig" rid="f2-sensors-10-09102">Figure 2</xref> illustrates the corresponding dual cell complexes. They were obtained from the barycentric subdivision [<xref ref-type="bibr" rid="b11-sensors-10-09102">11</xref>].</p>
<p>According to electromagnetism FF, the first principle [<xref ref-type="bibr" rid="b3-sensors-10-09102">3</xref>] says that the configuration variables are naturally associated with space and time elements of a primal cell complex endowed with inner orientation, while the source variables are associated with space and time elements of a dual cell complex endowed with outer orientation. The second principle [<xref ref-type="bibr" rid="b3-sensors-10-09102">3</xref>] says that in every physical theory there are physical laws that link global variables referred to an oriented space-time element with others referred to its oriented boundary.</p>
<sec>
<label>2.1.</label>
<title>Topological Equation of the Micromotor in Discrete Form</title>
<p>The field equation of the micromotor is enforced, on the cell complexes, in exact discrete form by using incidence matrices <italic>G</italic>, <italic>C</italic> and <italic>D</italic>. They are denoted as edges-nodes, faces-edges, and volumes-faces, respectively, for the oriented primal cell complex. Let matrices <italic>G͂</italic>, <italic>C͂</italic> and <italic>D͂</italic> denote the node-edges, edges-faces, and faces-volumes, respectively, for the oriented dual cell complex. These matrices are viewed as discrete counterparts of the differential operator gradient, curl, and divergence [<xref ref-type="bibr" rid="b5-sensors-10-09102">5</xref>,<xref ref-type="bibr" rid="b12-sensors-10-09102">12</xref>,<xref ref-type="bibr" rid="b14-sensors-10-09102">14</xref>].</p>
<p>The following equations represent the counterparts of the differential Maxwell′s laws.</p>
<p>Gauss law:
<disp-formula id="FD1">
<label>(1)</label>
<mml:math display="block">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>D</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover>
<mml:mover accent="true">
<mml:mi>ψ</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover>
<mml:mo>=</mml:mo>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover></mml:mrow></mml:math></disp-formula>where <italic>ψ͂</italic> is the electric flux vector associated to the dual faces and <italic>Q͂</italic> the electric charge vector associated to the dual volumes.</p>
<p>Faraday law (for quasi–electrostatic conditions):
<disp-formula id="FD2">
<label>(2)</label>
<mml:math display="block">
<mml:mrow>
<mml:mi mathvariant="italic">CU</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>0</mml:mn></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD3">
<label>(3)</label>
<mml:math display="block">
<mml:mrow>
<mml:mi>U</mml:mi>
<mml:mo>=</mml:mo>
<mml:mo>−</mml:mo>
<mml:mi mathvariant="italic">GV</mml:mi></mml:mrow></mml:math></disp-formula>where <italic>V</italic> is the electric potential associated to the primal nodes and <italic>U</italic> the voltage vector associated to the primal edges.</p>
<p>Charge conservation law:
<disp-formula id="FD4">
<label>(4)</label>
<mml:math display="block">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>D</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover>
<mml:mover accent="true">
<mml:mi>I</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover>
<mml:mo>+</mml:mo>
<mml:mover accent="true">
<mml:mi>D</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover>
<mml:mfrac>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mover accent="true">
<mml:mi>ψ</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">dt</mml:mi></mml:mrow></mml:mfrac>
<mml:mo>=</mml:mo>
<mml:mn>0</mml:mn></mml:mrow></mml:math></disp-formula>where <italic>Ĩ</italic> is the electric current vector associated to the dual faces.</p>
<p>The duality between the oriented primal and dual space cell complexes leads, in general, to the following relationships [<xref ref-type="bibr" rid="b14-sensors-10-09102">14</xref>,<xref ref-type="bibr" rid="b17-sensors-10-09102">17</xref>]:
<disp-formula id="FD5">
<label>(5)</label>
<mml:math display="block">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>D</mml:mi>
<mml:mo>˜</mml:mo></mml:mover>
<mml:mo>=</mml:mo>
<mml:mo>−</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi>G</mml:mi></mml:mrow>
<mml:mi>T</mml:mi></mml:msup></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD6">
<label>(6)</label>
<mml:math display="block">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>C</mml:mi>
<mml:mo>˜</mml:mo></mml:mover>
<mml:mo>=</mml:mo>
<mml:msup>
<mml:mi>C</mml:mi>
<mml:mi>T</mml:mi></mml:msup></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD7">
<label>(7)</label>
<mml:math display="block">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>G</mml:mi>
<mml:mo>˜</mml:mo></mml:mover>
<mml:mo>=</mml:mo>
<mml:msup>
<mml:mi>D</mml:mi>
<mml:mi>T</mml:mi></mml:msup></mml:mrow></mml:math></disp-formula></p></sec>
<sec>
<label>2.2.</label>
<title>Constitutive Equation of the Micromotor in Discrete Form</title>
<p>While field equations in direct FF describe the physical laws exactly, the constitutive equations describe the physical laws approximately. For the micromotor the integral potential and flux state variables, which are allocated on two different cell complexes, are related to each other by the constitutive material equations. These equations are matrix equations. They contain the average information of the material and grid dimension [<xref ref-type="bibr" rid="b6-sensors-10-09102">6</xref>,<xref ref-type="bibr" rid="b11-sensors-10-09102">11</xref>,<xref ref-type="bibr" rid="b12-sensors-10-09102">12</xref>,<xref ref-type="bibr" rid="b18-sensors-10-09102">18</xref>–<xref ref-type="bibr" rid="b20-sensors-10-09102">20</xref>].</p>
<p>Since <xref ref-type="disp-formula" rid="FD1">Equations (1)</xref>–<xref ref-type="disp-formula" rid="FD4">(4)</xref> only contain topological information, the discretization error comes from the discrete constitutive material equations.</p>
<p>Volumetric properties—volumetric conductivity and permittivity—and superficial properties—superficial conductivity—are considered constitutive equations of the micromotor. Therefore, two classes of cells for the discrete constitutive material equations rise. For a bidimensional form, the volume cell and face cell are transformed in face cell and edge cell, respectively.</p>
<p>The constitutive equations for a simple primal–dual cell (see <xref ref-type="fig" rid="f3-sensors-10-09102">Figure 3</xref>), are as follows:
<disp-formula id="FD8">
<label>(8)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>I</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:mi>M</mml:mi>
<mml:mmultiscripts>
<mml:mi>U</mml:mi>
<mml:mprescripts/>
<mml:mi>σ</mml:mi>
<mml:mi>e</mml:mi></mml:mmultiscripts>
<mml:msup>
<mml:mrow/>
<mml:mi>e</mml:mi></mml:msup></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD9">
<label>(9)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>ψ</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover></mml:mrow></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:mi>M</mml:mi>
<mml:mmultiscripts>
<mml:mi>U</mml:mi>
<mml:mprescripts/>
<mml:mi>ɛ</mml:mi>
<mml:mi>e</mml:mi></mml:mmultiscripts>
<mml:msup>
<mml:mrow/>
<mml:mi>e</mml:mi></mml:msup></mml:mrow></mml:math></disp-formula></p>
<p>The expressions for the face element are:
<disp-formula id="FD10">
<label>(10)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>ψ</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover></mml:mrow></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>ψ</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover></mml:mrow></mml:mrow>
<mml:mn>1</mml:mn></mml:msub>
<mml:mi> </mml:mi>
<mml:mi> </mml:mi>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>ψ</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover></mml:mrow></mml:mrow>
<mml:mn>2</mml:mn></mml:msub>
<mml:mi> </mml:mi>
<mml:mi> </mml:mi>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>ψ</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover></mml:mrow></mml:mrow>
<mml:mn>3</mml:mn></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mrow>
<mml:mi>T</mml:mi></mml:msup></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD11">
<label>(11)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>I</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>I</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover></mml:mrow></mml:mrow>
<mml:mn>1</mml:mn></mml:msub>
<mml:mi> </mml:mi>
<mml:mi> </mml:mi>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>I</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover></mml:mrow></mml:mrow>
<mml:mn>2</mml:mn></mml:msub>
<mml:mi> </mml:mi>
<mml:mi> </mml:mi>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>I</mml:mi>
<mml:mo stretchy="true">˜</mml:mo></mml:mover></mml:mrow></mml:mrow>
<mml:mn>3</mml:mn></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mrow>
<mml:mi>T</mml:mi></mml:msup></mml:mrow></mml:math></disp-formula>and for the edge element:
<disp-formula id="FD12">
<label>(12)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>U</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>U</mml:mi></mml:mrow>
<mml:mn>1</mml:mn></mml:msub>
<mml:mi> </mml:mi>
<mml:mi> </mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>U</mml:mi></mml:mrow>
<mml:mn>2</mml:mn></mml:msub>
<mml:mi> </mml:mi>
<mml:mi> </mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>U</mml:mi></mml:mrow>
<mml:mn>3</mml:mn></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mrow>
<mml:mi>T</mml:mi></mml:msup></mml:mrow></mml:math></disp-formula></p>
<p>
<inline-formula>
<mml:math>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>M</mml:mi></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>V</mml:mi></mml:msub></mml:mrow>
<mml:mi>e</mml:mi></mml:msubsup></mml:mrow></mml:math></inline-formula> and 
<inline-formula>
<mml:math>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>M</mml:mi></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>ɛ</mml:mi></mml:mrow>
<mml:mi>V</mml:mi></mml:msub></mml:mrow>
<mml:mi>e</mml:mi></mml:msubsup></mml:mrow></mml:math></inline-formula> are the volumetric conductivity and the permittivity matrices, respectively:
<disp-formula id="FD13">
<label>(13)</label>
<mml:math display="block">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>M</mml:mi></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>V</mml:mi></mml:msub></mml:mrow>
<mml:mi>e</mml:mi></mml:msubsup>
<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>3</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:msup>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>A</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>+</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi>B</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>+</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi>C</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD14">
<label>(14)</label>
<mml:math display="block">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>M</mml:mi></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>ɛ</mml:mi></mml:mrow>
<mml:mi>V</mml:mi></mml:msub></mml:mrow>
<mml:mi>e</mml:mi></mml:msubsup>
<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>3</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:msup>
<mml:mrow>
<mml:mi>ɛ</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>A</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>+</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi>B</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>+</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi>C</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula></p>
<p><italic>A<sup>e</sup></italic>, <italic>B<sup>e</sup></italic> and <italic>C<sup>e</sup></italic> depend on geometry of the primal cell and are expressed as follows:
<disp-formula id="FD15">
<label>(15)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>A</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>Δ</mml:mi></mml:mrow>
<mml:mn>1</mml:mn></mml:msub></mml:mrow></mml:mfrac>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow>
<mml:mo>]</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD16">
<label>(16)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>B</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>Δ</mml:mi></mml:mrow>
<mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:mfrac>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow>
<mml:mo>]</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD17">
<label>(17)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>C</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>Δ</mml:mi></mml:mrow>
<mml:mn>3</mml:mn></mml:msub></mml:mrow></mml:mfrac>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn></mml:mtd></mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn></mml:mtd></mml:mtr></mml:mtable></mml:mrow>
<mml:mo>]</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula></p>
<p>Δ<sub>1</sub>, Δ<sub>2</sub>, and Δ<sub>3</sub> expressions are:
<disp-formula id="FD18">
<label>(18)</label>
<mml:math display="block">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>Δ</mml:mi></mml:mrow>
<mml:mn>1</mml:mn></mml:msub>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD19">
<label>(19)</label>
<mml:math display="block">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>Δ</mml:mi></mml:mrow>
<mml:mn>2</mml:mn></mml:msub>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD20">
<label>(20)</label>
<mml:math display="block">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>Δ</mml:mi></mml:mrow>
<mml:mn>3</mml:mn></mml:msub>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></disp-formula></p>
<p>(<italic>I</italic><sub>1x</sub>, <italic>I</italic><sub>1y</sub>), (<italic>I</italic><sub>2x</sub>, <italic>I</italic><sub>2y</sub>) and (<italic>I</italic><sub>3x</sub>, <italic>I</italic><sub>3y</sub>), are vectors associated to the primal edges:
<disp-formula id="FD21">
<label>(21)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>j</mml:mi></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>k</mml:mi></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>j</mml:mi></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>k</mml:mi></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD22">
<label>(22)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>i</mml:mi></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>k</mml:mi></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>i</mml:mi></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>k</mml:mi></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD23">
<label>(23)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>i</mml:mi></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>j</mml:mi></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>i</mml:mi></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>j</mml:mi></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>where (<italic>x<sub>i</sub></italic>, <italic>y<sub>i</sub></italic>) are the coordinates associated to the nodes of the triangle of reference (see <xref ref-type="fig" rid="f3-sensors-10-09102">Figure 3</xref>). <italic>S͂<sup>e</sup></italic> is expressed as follows:
<disp-formula id="FD24">
<label>(24)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mn>1</mml:mn></mml:msub></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mn>3</mml:mn></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula></p>
<p>The permittivity and conductivity tensors are:
<disp-formula id="FD25">
<label>(25)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>ɛ</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>ɛ</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>11</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd columnalign="left">
<mml:mn>0</mml:mn></mml:mtd></mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mn>0</mml:mn></mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>ɛ</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>22</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD26">
<label>(26)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>11</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mtd>
<mml:mtd columnalign="left">
<mml:mn>0</mml:mn></mml:mtd></mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mn>0</mml:mn></mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>22</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>where <italic>U</italic><sub>1</sub>, <italic>U</italic><sub>2</sub> and <italic>U</italic><sub>3</sub> are the voltage associated to the edges <italic>I</italic><sub>1</sub>, <italic>I</italic><sub>2</sub> and <italic>I</italic><sub>3</sub> (see <xref ref-type="fig" rid="f3-sensors-10-09102">Figure 3</xref>), respectively; <italic>ψ͂</italic><sub>1</sub>, <italic>ψ͂</italic><sub>2</sub>, <italic>ψ͂</italic><sub>3</sub> and <italic>Ĩ</italic><sub>1</sub>, <italic>Ĩ</italic><sub>2</sub>, <italic>Ĩ</italic><sub>3</sub> are the electric flow and the electric intensity associated to the surfaces <italic>S͂</italic><sub>1</sub>, <italic>S͂</italic><sub>2</sub> and <italic>S͂</italic><sub>3</sub>, respectively, of the simple dual cell (see <xref ref-type="fig" rid="f3-sensors-10-09102">Figure 3</xref>).</p>
<p>
<inline-formula>
<mml:math>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>M</mml:mi></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>s</mml:mi></mml:msub></mml:mrow>
<mml:mi>e</mml:mi></mml:msubsup></mml:mrow></mml:math></inline-formula> is the superficial conductivity matrix, and it is expressed as:
<disp-formula id="FD27">
<label>(27)</label>
<mml:math display="block">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>M</mml:mi></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>S</mml:mi></mml:msub></mml:mrow>
<mml:mi>e</mml:mi></mml:msubsup>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>t</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup>
<mml:msubsup>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>e</mml:mi></mml:msubsup></mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>l</mml:mi></mml:mrow>
<mml:mi>e</mml:mi></mml:msup></mml:mrow></mml:mfrac></mml:mrow></mml:math></disp-formula>where 
<inline-formula>
<mml:math>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>e</mml:mi></mml:msubsup></mml:mrow></mml:math></inline-formula> is the superficial conductivity and <italic>l<sup>e</sup></italic> is the length of an element (<italic>i</italic>, <italic>j</italic>).</p>
<p>The components of the vectors associated to the dual surfaces <italic>S͂</italic><sub>1</sub>, <italic>S͂</italic><sub>2</sub> and <italic>S͂</italic><sub>3</sub> (see <xref ref-type="fig" rid="f3-sensors-10-09102">Figure 3</xref>), are:
<disp-formula id="FD28">
<label>(28)</label>
<mml:math display="block">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mn>1</mml:mn></mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>t</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>1</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>1</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD29">
<label>(29)</label>
<mml:math display="block">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mn>2</mml:mn></mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>t</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD30">
<label>(30)</label>
<mml:math display="block">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>S</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mn>3</mml:mn></mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>t</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>3</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>3</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>where <italic>t</italic> stands for the thickness of the model, (<italic>P<sub>b</sub></italic><sub>1</sub><italic><sub>x</sub></italic>, <italic>P<sub>b</sub></italic><sub>1</sub><italic><sub>y</sub></italic>), (<italic>P<sub>b</sub></italic><sub>2</sub><italic><sub>x</sub></italic>, <italic>P<sub>b</sub></italic><sub>2</sub><italic><sub>y</sub></italic>) and (<italic>P<sub>b</sub></italic><sub>3</sub><italic><sub>x</sub></italic>, <italic>P<sub>b</sub></italic><sub>3</sub><italic><sub>y</sub></italic>) are vectors at the barycentric of the reference triangle:
<disp-formula id="FD31">
<label>(31)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>1</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>1</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>P</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>x</mml:mi></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>P</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>y</mml:mi></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD32">
<label>(32)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>P</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>x</mml:mi></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>P</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>y</mml:mi></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD33">
<label>(33)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>3</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>P</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mn>3</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>P</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>x</mml:mi></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>P</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>y</mml:mi></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula></p>
<p>The centers (<italic>b͂</italic><sub>1</sub>, <italic>b͂</italic><sub>2</sub> <italic>b͂</italic><sub>3</sub>) of the edges 1, 2, and 3, respectively, are the coordinates:
<disp-formula id="FD34">
<label>(34)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>k</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>j</mml:mi></mml:msub></mml:mrow>
<mml:mn>2</mml:mn></mml:mfrac>
<mml:mo>,</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>k</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>j</mml:mi></mml:msub></mml:mrow>
<mml:mn>2</mml:mn></mml:mfrac></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD35">
<label>(35)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>i</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>k</mml:mi></mml:msub></mml:mrow>
<mml:mn>2</mml:mn></mml:mfrac>
<mml:mo>,</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>i</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>k</mml:mi></mml:msub></mml:mrow>
<mml:mn>2</mml:mn></mml:mfrac></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD36">
<label>(36)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>x</mml:mi></mml:mrow></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>b</mml:mi></mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>y</mml:mi></mml:mrow></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>i</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>j</mml:mi></mml:msub></mml:mrow>
<mml:mn>2</mml:mn></mml:mfrac>
<mml:mo>,</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>i</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>j</mml:mi></mml:msub></mml:mrow>
<mml:mn>2</mml:mn></mml:mfrac></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula></p>
<p>Point <italic>P͂</italic> is defined as:
<disp-formula id="FD37">
<label>(37)</label>
<mml:math display="block">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>P</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>x</mml:mi></mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>P</mml:mi>
<mml:mo>˜</mml:mo></mml:mover></mml:mrow>
<mml:mi>y</mml:mi></mml:msub></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>i</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>j</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>x</mml:mi></mml:mrow>
<mml:mi>k</mml:mi></mml:msub></mml:mrow>
<mml:mn>3</mml:mn></mml:mfrac>
<mml:mo>,</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>i</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>j</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>y</mml:mi></mml:mrow>
<mml:mi>k</mml:mi></mml:msub></mml:mrow>
<mml:mn>3</mml:mn></mml:mfrac></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:math></disp-formula></p></sec>
<sec>
<label>2.3.</label>
<title>Final Global Equation of the Micromotor</title>
<p>We obtain the local fundamental matrix by substituting in <xref ref-type="disp-formula" rid="FD4">(4)</xref> the local constitutive <xref ref-type="disp-formula" rid="FD8">Equations (8)</xref> and <xref ref-type="disp-formula" rid="FD9">(9)</xref> and Gauss law (1), were <italic>U</italic> is expressed by means of (2) and (3):
<disp-formula id="FD38">
<label>(38)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mi mathvariant="italic">eT</mml:mi></mml:msup>
<mml:msubsup>
<mml:mi>M</mml:mi>
<mml:mi>σ</mml:mi>
<mml:mi>e</mml:mi></mml:msubsup>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mi>e</mml:mi></mml:msup>
<mml:msup>
<mml:mi>V</mml:mi>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>+</mml:mo>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mi mathvariant="italic">eT</mml:mi></mml:msup>
<mml:msubsup>
<mml:mi>M</mml:mi>
<mml:mi>ɛ</mml:mi>
<mml:mi>e</mml:mi></mml:msubsup>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mi>e</mml:mi></mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:msup>
<mml:mi>V</mml:mi>
<mml:mi>e</mml:mi></mml:msup></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">dt</mml:mi></mml:mrow></mml:mfrac>
<mml:mo>=</mml:mo>
<mml:mn>0</mml:mn></mml:mrow></mml:math></disp-formula>where <italic>G</italic><sup>e</sup> is the incidence matrix of one element and is expressed as follows:
<disp-formula id="FD39">
<label>(39)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow/></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mi>i</mml:mi></mml:mtd>
<mml:mtd columnalign="left">
<mml:mi>j</mml:mi></mml:mtd>
<mml:mtd columnalign="left">
<mml:mi>k</mml:mi></mml:mtd></mml:mtr></mml:mtable></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mn>1</mml:mn></mml:msub></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>I</mml:mi></mml:mrow>
<mml:mn>3</mml:mn></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mn>0</mml:mn></mml:mtd>
<mml:mtd columnalign="left">
<mml:mn>1</mml:mn></mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:mn>1</mml:mn></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mn>1</mml:mn></mml:mtd>
<mml:mtd columnalign="left">
<mml:mn>0</mml:mn></mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:mn>1</mml:mn></mml:mrow></mml:mtd></mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mn>1</mml:mn></mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mo>−</mml:mo>
<mml:mn>1</mml:mn></mml:mrow></mml:mtd>
<mml:mtd columnalign="left">
<mml:mn>0</mml:mn></mml:mtd></mml:mtr></mml:mtable></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow></mml:math></disp-formula>and:
<disp-formula id="FD40">
<label>(40)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mi>V</mml:mi>
<mml:mi>e</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>j</mml:mi></mml:msub></mml:mrow></mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>k</mml:mi></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow>
<mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mrow>
<mml:mi>T</mml:mi></mml:msup></mml:mrow></mml:math></disp-formula></p>
<p>For computational purpose, processing cells one by one is convenient. To obtain the global fundamental matrix all the local fundamental matrices on the reference cell are assembled (see <xref ref-type="fig" rid="f3-sensors-10-09102">Figure 3</xref>).</p>
<p>For a bidimensional formulation, in case of triangular elements under the hypothesis of uniform field and using a dual mesh with barycentric subdivision, the resulting matrix for one element is symmetric. Moreover, this matrix is coincident with the element matrix obtained with finite elements with affine approximation of the electric potential within the triangle [<xref ref-type="bibr" rid="b4-sensors-10-09102">4</xref>,<xref ref-type="bibr" rid="b12-sensors-10-09102">12</xref>]. Therefore, the resulting system of equations is coincident. To solve <xref ref-type="disp-formula" rid="FD38">Equation (38)</xref>, we have applied the following boundary conditions, one travelling wave on top, 0 V at bottom; and periodic boundary conditions on the left and right side (see <xref ref-type="fig" rid="f1-sensors-10-09102">Figure 1</xref>).</p></sec></sec>
<sec sec-type="results">
<label>3.</label>
<title>Results</title>
<sec>
<label>3.1.</label>
<title>Discrete Field in Frequency Domain</title>
<p>First, <xref ref-type="disp-formula" rid="FD38">Equation (38)</xref> is transformed to the frequency domain. Then, the operator <italic>jω</italic> substitutes to the operator <italic>∂/∂t</italic>. In this way, <xref ref-type="disp-formula" rid="FD38">Equation (38)</xref> is expressed in the following form:
<disp-formula id="FD41">
<label>(41)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mi>T</mml:mi></mml:msup>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>σ</mml:mi></mml:msub>
<mml:mi mathvariant="italic">GV</mml:mi>
<mml:mo>+</mml:mo>
<mml:mi mathvariant="italic">jw</mml:mi>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mi>T</mml:mi></mml:msup>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>ɛ</mml:mi></mml:msub>
<mml:mi mathvariant="italic">GV</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>0</mml:mn></mml:mrow></mml:math></disp-formula></p>
<p>Next equation represents the analytical electric potential at the interface of the micromotor [<xref ref-type="bibr" rid="b10-sensors-10-09102">10</xref>]. This is the reference equation for the FF verification.
<disp-formula id="FD42">
<label>(42)</label>
<mml:math display="block">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">Φ</mml:mi></mml:mrow>
<mml:mi>b</mml:mi></mml:msup>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>V</mml:mi></mml:mrow>
<mml:mn>0</mml:mn></mml:msub></mml:mrow>
<mml:mrow>
<mml:mtext>sinh</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>k</mml:mi>
<mml:mi>a</mml:mi>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>a</mml:mi></mml:msub></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">eff</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac>
<mml:mo>+</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>ɛ</mml:mi></mml:mrow>
<mml:mi>a</mml:mi></mml:msub></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>ɛ</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">eff</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac>
<mml:mi>ω</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>j</mml:mi></mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>+</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>ɛ</mml:mi>
<mml:mi mathvariant="italic">eff</mml:mi></mml:msub></mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">eff</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac>
<mml:mi>ω</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>j</mml:mi>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mfrac></mml:mrow></mml:math></disp-formula>where:
<disp-formula id="FD43">
<label>(43)</label>
<mml:math display="block">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">eff</mml:mi></mml:mrow></mml:msub>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>a</mml:mi></mml:msub>
<mml:mtext>coth</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi mathvariant="italic">ka</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>+</mml:mo>
<mml:mtext>coth</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi mathvariant="italic">kb</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>b</mml:mi></mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>σ</mml:mi></mml:mrow>
<mml:mi>S</mml:mi></mml:msub>
<mml:mi>k</mml:mi></mml:mrow></mml:math></disp-formula>
<disp-formula id="FD44">
<label>(44)</label>
<mml:math display="block">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>ɛ</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">eff</mml:mi></mml:mrow></mml:msub>
<mml:mo>=</mml:mo>
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<mml:mi>ɛ</mml:mi></mml:mrow>
<mml:mi>a</mml:mi></mml:msub>
<mml:mi>k</mml:mi>
<mml:mtext>coth</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi mathvariant="italic">ka</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>+</mml:mo>
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<mml:mrow>
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<mml:mi>b</mml:mi></mml:msub>
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<mml:mo stretchy="false">(</mml:mo>
<mml:mi mathvariant="italic">kb</mml:mi>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:math></disp-formula></p>
<p>We have calculated the potential at the interface, applying CM and the analytical equations, for five different values of the conductivity. The mismatch between the results obtained using analytical equations and the CM are neglected, as can be seen in <xref ref-type="table" rid="t3-sensors-10-09102">Table 3</xref>. <xref ref-type="fig" rid="f4-sensors-10-09102">Figure 4(a)</xref> and <xref ref-type="fig" rid="f4-sensors-10-09102">4(b)</xref> show the CM results of the potential for a superficial conductivity of 1/(1800·10<sup>6</sup>) 1/Ω. <xref ref-type="fig" rid="f4-sensors-10-09102">Figure 4(a)</xref> and <xref ref-type="fig" rid="f4-sensors-10-09102">4(b)</xref> represent the imaginary and real components of the scalar electric potential, respectively. <xref ref-type="fig" rid="f4-sensors-10-09102">Figure 4(a)</xref> also illustrates the primal and dual mesh.</p>
<p><xref ref-type="fig" rid="f5-sensors-10-09102">Figure 5</xref> represents the potential at the interface <italic>versus</italic> the conductivity. Typical maximum discrepancies are lower than 0.1%.</p>
<p>We have also calculated the electric field at the interface. CM results and analytical solution results are illustrated in <xref ref-type="table" rid="t4-sensors-10-09102">Table 4</xref> and <xref ref-type="fig" rid="f6-sensors-10-09102">Figure 6</xref> for a superficial conductivity of 1/(600·10<sup>6</sup>) 1/Ω. The error between the results obtained using analytical equations and the CM is neglected.</p>
<p>CM convergence has been guaranteed with the refining of the meshes of the micromotor as can be seen in <xref ref-type="table" rid="t5-sensors-10-09102">Table 5</xref>. The interfacial electric potential has been obtained for a conductivity of 1/(1800·10<sup>6</sup>) 1/Ω.</p></sec>
<sec>
<label>3.1.</label>
<title>Discrete Field in Time Domain</title>
<p>In order to perform numerical calculations in time domain it is necessary to discretize the time axis for <xref ref-type="disp-formula" rid="FD38">Equation (38)</xref>. The θ-method of integration [<xref ref-type="bibr" rid="b21-sensors-10-09102">21</xref>–<xref ref-type="bibr" rid="b23-sensors-10-09102">23</xref>] is widely used to calculate transient fields [<xref ref-type="bibr" rid="b24-sensors-10-09102">24</xref>]. The accuracy of this method is usually lower or equal to second order methods. The θ-method is easily implemented and it has found wide application in transient analysis.</p>
<p><xref ref-type="disp-formula" rid="FD38">Equation (38)</xref> is an Ordinary Differential Equation (ODE) system [<xref ref-type="bibr" rid="b24-sensors-10-09102">24</xref>] and it has the form:
<disp-formula id="FD45">
<label>(45)</label>
<mml:math display="block">
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mfrac>
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<mml:mo>∂</mml:mo>
<mml:mi>V</mml:mi></mml:mrow>
<mml:mrow>
<mml:mo>∂</mml:mo>
<mml:mi>t</mml:mi></mml:mrow></mml:mfrac>
<mml:mo>+</mml:mo>
<mml:mi mathvariant="italic">NV</mml:mi>
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<p><italic>M</italic> and <italic>N</italic> are as follows:
<disp-formula id="FD46">
<label>(46)</label>
<mml:math display="block">
<mml:mrow>
<mml:mi>M</mml:mi>
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<disp-formula id="FD47">
<label>(47)</label>
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<mml:mrow>
<mml:mi>N</mml:mi>
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<mml:msup>
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<mml:mi>T</mml:mi></mml:msup>
<mml:msub>
<mml:mrow>
<mml:mi>M</mml:mi></mml:mrow>
<mml:mi>σ</mml:mi></mml:msub>
<mml:mi>G</mml:mi></mml:mrow></mml:math></disp-formula>where <italic>f(t)</italic> function represent the boundary conditions. In this method the time axis is divided into intervals <italic>Δt</italic>. The θ–method applied to solve <xref ref-type="disp-formula" rid="FD45">Equation (45)</xref> is written as:
<disp-formula id="FD48">
<label>(48)</label>
<mml:math display="block">
<mml:mrow>
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<mml:mi>V</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>+</mml:mo>
<mml:mn>1</mml:mn></mml:mrow></mml:msub>
<mml:mo>−</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>n</mml:mi></mml:msub></mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">Δ</mml:mi>
<mml:mi>t</mml:mi></mml:mrow></mml:mfrac>
<mml:mo>+</mml:mo>
<mml:mi>N</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>θ</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>V</mml:mi></mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
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<mml:mn>1</mml:mn></mml:mrow></mml:msub>
<mml:mo>+</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mn>1</mml:mn>
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<mml:mi>θ</mml:mi>
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<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>n</mml:mi></mml:msub>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>=</mml:mo>
<mml:mi>θ</mml:mi>
<mml:mi>f</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>−</mml:mo>
<mml:mn>1</mml:mn></mml:mrow></mml:msub>
<mml:mo>+</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>−</mml:mo>
<mml:mi>θ</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:mi>f</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow>
<mml:mi>n</mml:mi></mml:msub></mml:mrow></mml:math></disp-formula>where index <italic>n</italic> and <italic>n + 1</italic> refer to quantities V at time t and <italic>t + Δt</italic>, respectively. Various choices of parameter <italic>θ</italic> lead to different classical methods. By <italic>θ</italic> = 1 the differential equation is solved by implicit Euler method, <italic>θ</italic> = 0 uses explicit Euler, <italic>θ</italic> = 0.5 is Crank–Nicholson method, <italic>etc.</italic> [<xref ref-type="bibr" rid="b25-sensors-10-09102">25</xref>]. In this paper we considerate <italic>θ</italic> = 1.</p>
<p><xref ref-type="fig" rid="f7-sensors-10-09102">Figure 7</xref> illustrates the transient state for the interface at <italic>z</italic> = 0 and <italic>z</italic> = <italic>L</italic>/2, <italic>i.e.</italic>, point <italic>A</italic> and <italic>B</italic> in <xref ref-type="fig" rid="f1-sensors-10-09102">Figure 1</xref>, respectively. At <italic>t</italic> = 0 the initial conditions for the electric potential is <italic>V</italic> = 0 for all the domain. The total time for the transient analysis is 14 cycles of the applied potential with a maximum value of 200 V. The time step used in θ-method is <italic>T</italic>/40 s, where <italic>T</italic> is the signal period of the applied potential (see <xref ref-type="table" rid="t5-sensors-10-09102">Table 5</xref>). Note that the computed potential at the interface in transient state, tends to the value obtained in steady state, 65.9 V. <xref ref-type="fig" rid="f7-sensors-10-09102">Figure 7</xref> shows that for the same instant, the potential magnitude at the points <italic>A</italic> and <italic>B</italic> is equal, but with opposite sign.</p>
<p><xref ref-type="fig" rid="f8-sensors-10-09102">Figures 8</xref>–<xref ref-type="fig" rid="f10-sensors-10-09102">10</xref> show the potential distribution at the interface for three time instants: t<sub>1</sub> = 1.92·10<sup>−7</sup> s, t<sub>2</sub> = 4.81·10<sup>−7</sup> s and t<sub>3</sub> = 3.85·10<sup>−6</sup> s, respectively. As the transient analysis evolves, the maximum value approaches to the value that will be reached in permanent state, as can be seen in <xref ref-type="fig" rid="f10-sensors-10-09102">Figure 10</xref>. We must also consider that in the first cycles of the signal, the traveling wave changes its aspect until it reaches the definitive sinusoidal shape that is represented in <xref ref-type="fig" rid="f10-sensors-10-09102">Figure 10</xref>.</p></sec></sec>
<sec sec-type="conclusions">
<label>4.</label>
<title>Conclusions</title>
<p>As an alternative to the differential formulation of the electromagnetic laws, we have rewritten the field laws of an electrostatic induction micromotor in a direct finite formulation. For solving field equations in direct finite formulation, we applied the Cell Method (CM) and obtained a relationship between volumetric and superficial material properties at the interface of the micromotor. The micromotor was analyzed in both time and frequency domain. The electric potential global variable—configuration variable—has been calculated. For comparison purpose, an analytical solution of the electric potential is utilized as reference. Comparisons against analytical solutions of the electric potential demonstrated the cogency of our proposal. In frequency domain, the error between analytical and CM is less than 0.3‰—for a primal mesh of 2,353 nodes and 4,704 elements. In addition, transient analysis in time domain has been carried out using θ-method. Electric potential at the interface of the micromotor tends to the steady state value validating our approach, also.</p></sec></body>
<back>
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<sec sec-type="display-objects">
<title>Figures and Tables</title>
<fig id="f1-sensors-10-09102" position="float">
<label>Figure 1.</label>
<caption>
<p>Linear electrical induction micromachine.</p></caption>
<graphic xlink:href="sensors-10-09102f1.gif"/></fig>
<fig id="f2-sensors-10-09102" position="float">
<label>Figure 2.</label>
<caption>
<p>Dual barycentric subdivision.</p></caption>
<graphic xlink:href="sensors-10-09102f2.gif"/></fig>
<fig id="f3-sensors-10-09102" position="float">
<label>Figure 3.</label>
<caption>
<p>Simple primal-dual cell for assemble process.</p></caption>
<graphic xlink:href="sensors-10-09102f3.gif"/></fig>
<fig id="f4-sensors-10-09102" position="float">
<label>Figure 4.</label>
<caption>
<p><bold>(a).</bold> Graphical representation of imaginary potential for a superficial conductivity of 1/(1800·10<sup>6</sup>) 1/Ω. <bold>(b).</bold> Graphical representation of real potential for a superficial conductivity of 1/(1800·10<sup>6</sup>) 1/Ω.</p></caption>
<graphic xlink:href="sensors-10-09102f4a.gif"/>
<graphic xlink:href="sensors-10-09102f4b.gif"/></fig>
<fig id="f5-sensors-10-09102" position="float">
<label>Figure 5.</label>
<caption>
<p>Graphical representation of maximal potential at the interface <italic>versus</italic> superficial electric conductivity.</p></caption>
<graphic xlink:href="sensors-10-09102f5.gif"/></fig>
<fig id="f6-sensors-10-09102" position="float">
<label>Figure 6.</label>
<caption>
<p>Electric field for a superficial conductivity of 1/(600·10<sup>6</sup>) 1/Ω.</p></caption>
<graphic xlink:href="sensors-10-09102f6.gif"/></fig>
<fig id="f7-sensors-10-09102" position="float">
<label>Figure 7.</label>
<caption>
<p>Transitory state of the potential at the interface in points <italic>A</italic> and <italic>B.</italic></p></caption>
<graphic xlink:href="sensors-10-09102f7.gif"/></fig>
<fig id="f8-sensors-10-09102" position="float">
<label>Figure 8.</label>
<caption>
<p>Transitory state of the micromotor: potential distribution at the interface for instant t<sub>1</sub>.</p></caption>
<graphic xlink:href="sensors-10-09102f8.gif"/></fig>
<fig id="f9-sensors-10-09102" position="float">
<label>Figure 9.</label>
<caption>
<p>Transitory state of the micromotor: potential distribution at the interface for instant t<sub>2</sub>.</p></caption>
<graphic xlink:href="sensors-10-09102f9.gif"/></fig>
<fig id="f10-sensors-10-09102" position="float">
<label>Figure 10.</label>
<caption>
<p>Transitory state of the micromotor: potential distribution at the interface for instant t<sub>3</sub>.</p></caption>
<graphic xlink:href="sensors-10-09102f10.gif"/></fig>
<table-wrap id="t1-sensors-10-09102" position="float">
<label>Table 1.</label>
<caption>
<p>Nomenclature.</p></caption>
<table frame="box" rules="cols">
<thead>
<tr>
<th align="center" valign="top"><bold>Symbol</bold></th>
<th align="center" valign="top"><bold>Name</bold></th>
<th align="center" valign="top"><bold>Unity</bold></th></tr>
<tr>
<th colspan="3" align="center" valign="top">
<hr/></th></tr></thead>
<tbody>
<tr>
<td align="center" valign="top"><italic>a</italic></td>
<td align="center" valign="top">Height of the air gap</td>
<td align="center" valign="top">m</td></tr>
<tr>
<td align="center" valign="top"><italic>b</italic></td>
<td align="center" valign="top">Height of insulator</td>
<td align="center" valign="top">m</td></tr>
<tr>
<td align="center" valign="top"><italic>k</italic></td>
<td align="center" valign="top">Number of waves per metre</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="center" valign="top"><italic>l</italic></td>
<td align="center" valign="top">Length</td>
<td align="center" valign="top">m</td></tr>
<tr>
<td align="center" valign="top"><italic>j</italic></td>
<td align="center" valign="top">Imaginary unity</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="center" valign="top"><italic>J<sub>f</sub></italic></td>
<td align="center" valign="top">Current density</td>
<td align="center" valign="top">A/m<sup>2</sup></td></tr>
<tr>
<td align="center" valign="top"><italic>S</italic></td>
<td align="center" valign="top">Slip</td>
<td align="center" valign="top">-</td></tr>
<tr>
<td align="center" valign="top"><italic>t</italic></td>
<td align="center" valign="top">Thickness</td>
<td align="center" valign="top">m</td></tr>
<tr>
<td align="center" valign="top"><italic>ν</italic></td>
<td align="center" valign="top">Linear speed of mobile part</td>
<td align="center" valign="top">m/s</td></tr>
<tr>
<td align="center" valign="top"><italic>V</italic></td>
<td align="center" valign="top">Interelectrodic potential</td>
<td align="center" valign="top">V</td></tr>
<tr>
<td align="center" valign="top"><italic>V<sub>0</sub></italic></td>
<td align="center" valign="top">Supply potential</td>
<td align="center" valign="top">V</td></tr>
<tr>
<td align="center" valign="top"><italic>ε<sub>a</sub></italic></td>
<td align="center" valign="top">Electric permittivity of the air</td>
<td align="center" valign="top">F/m</td></tr>
<tr>
<td align="center" valign="top"><italic>ε<sub>b</sub></italic></td>
<td align="center" valign="top">Electric permittivity of the insulator</td>
<td align="center" valign="top">F/m</td></tr>
<tr>
<td align="center" valign="top"><italic>ε<sub>eff</sub></italic></td>
<td align="center" valign="top">Effective permittivity</td>
<td align="center" valign="top">F/m</td></tr>
<tr>
<td align="center" valign="top"><italic>φ</italic></td>
<td align="center" valign="top">Electric scalar potential</td>
<td align="center" valign="top">V</td></tr>
<tr>
<td align="center" valign="top"><italic>ω</italic></td>
<td align="center" valign="top">Angular frequency of the signal</td>
<td align="center" valign="top">Hz</td></tr>
<tr>
<td align="center" valign="top"><italic>σ<sub>a</sub></italic></td>
<td align="center" valign="top">Electric conductivity of the air</td>
<td align="center" valign="top">S/m</td></tr>
<tr>
<td align="center" valign="top"><italic>σ<sub>b</sub></italic></td>
<td align="center" valign="top">Electric conductivity of the insulator</td>
<td align="center" valign="top">S/m</td></tr>
<tr>
<td align="center" valign="top"><italic>σ<sub>S</sub></italic></td>
<td align="center" valign="top">Superficial electric conductivity</td>
<td align="center" valign="top">1/Ω</td></tr>
<tr>
<td align="center" valign="top"><italic>σ<sub>eff</sub></italic></td>
<td align="center" valign="top">Effective Conductivity</td>
<td align="center" valign="top">S/m</td></tr>
<tr>
<td align="center" valign="top"><italic>Φ<sup>b</sup></italic></td>
<td align="center" valign="top">Potential at the interface</td>
<td align="center" valign="top">V</td></tr></tbody></table></table-wrap>
<table-wrap id="t2-sensors-10-09102" position="float">
<label>Table 2.</label>
<caption>
<p>Physical and geometrical parameters of the micromachine.</p></caption>
<table frame="box" rules="cols">
<thead>
<tr>
<th align="center" valign="top"><bold>Symbol</bold></th>
<th align="center" valign="top"><bold>Name</bold></th>
<th align="center" valign="top"><bold>Value</bold></th>
<th align="center" valign="top"><bold>Unit</bold></th></tr>
<tr>
<th colspan="4" align="center" valign="top">
<hr/></th></tr></thead>
<tbody>
<tr>
<td align="center" valign="top"><italic>L</italic></td>
<td align="center" valign="top">Length of the structure</td>
<td align="center" valign="top">44</td>
<td align="center" valign="top">μm</td></tr>
<tr>
<td align="center" valign="top"><italic>h<sub>m</sub></italic></td>
<td align="center" valign="top">Height of the metal sheet</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">μm</td></tr>
<tr>
<td align="center" valign="top"><italic>a</italic></td>
<td align="center" valign="top">Height of dielectric 2</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">μm</td></tr>
<tr>
<td align="center" valign="top"><italic>b</italic></td>
<td align="center" valign="top">Height of dielectric 1</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">μm</td></tr>
<tr>
<td align="center" valign="top"><italic>k</italic></td>
<td align="center" valign="top">Number of waves per meter</td>
<td align="center" valign="top">2π/L</td>
<td align="center" valign="top">μm<sup>−1</sup></td></tr>
<tr>
<td align="center" valign="top"><italic>ν</italic></td>
<td align="center" valign="top">Linear speed of mobile part</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">μm/s</td></tr>
<tr>
<td align="center" valign="top"><italic>f</italic></td>
<td align="center" valign="top">Temporal frequency of excitation</td>
<td align="center" valign="top">2.6 × 10<sup>6</sup></td>
<td align="center" valign="top">Hz</td></tr>
<tr>
<td align="center" valign="top"><italic>V<sub>0</sub></italic></td>
<td align="center" valign="top">Maximum value of excitation</td>
<td align="center" valign="top">200</td>
<td align="center" valign="top">V</td></tr></tbody></table></table-wrap>
<table-wrap id="t3-sensors-10-09102" position="float">
<label>Table 3.</label>
<caption>
<p>Interface electrical potential.</p></caption>
<table frame="box" rules="cols">
<thead>
<tr>
<th align="center" valign="top"><bold>Conductivity 1/Ω</bold></th>
<th align="center" valign="top"><bold>Analytical solution V</bold></th>
<th align="center" valign="top"><bold>CM V</bold></th>
<th align="center" valign="top"><bold>Error %</bold></th></tr>
<tr>
<th colspan="4" align="center" valign="bottom">
<hr/></th></tr></thead>
<tbody>
<tr>
<td align="center" valign="top">1/(50·10<sup>6</sup>)</td>
<td align="center" valign="top">21.6688</td>
<td align="center" valign="top">21.6947</td>
<td align="center" valign="top">−0.119</td></tr>
<tr>
<td align="center" valign="top">1/(100·10<sup>6</sup>)</td>
<td align="center" valign="top">37.7909</td>
<td align="center" valign="top">37.7259</td>
<td align="center" valign="top">0.172</td></tr>
<tr>
<td align="center" valign="top">1/(200·10<sup>6</sup>)</td>
<td align="center" valign="top">53.6311</td>
<td align="center" valign="top">53.5904</td>
<td align="center" valign="top">0.075</td></tr>
<tr>
<td align="center" valign="top">1/(600·10<sup>6</sup>)</td>
<td align="center" valign="top">64.2738</td>
<td align="center" valign="top">64.2748</td>
<td align="center" valign="top">−0.001</td></tr>
<tr>
<td align="center" valign="top">1/(1800·10<sup>6</sup>)</td>
<td align="center" valign="top">65.8906</td>
<td align="center" valign="top">65.9102</td>
<td align="center" valign="top">−0.029</td></tr></tbody></table></table-wrap>
<table-wrap id="t4-sensors-10-09102" position="float">
<label>Table 4.</label>
<caption>
<p>Electric field in the steady state at the interface in z = 0.</p></caption>
<table frame="box" rules="cols">
<thead>
<tr>
<th align="center" valign="top"><bold>Conductivity 1/Ω</bold></th>
<th align="center" valign="top"><bold>Analytical solution V/m</bold></th>
<th align="center" valign="top"><bold>CM V/m</bold></th>
<th align="center" valign="top"><bold>Error %</bold></th></tr>
<tr>
<th colspan="4" align="center" valign="bottom">
<hr/></th></tr></thead>
<tbody>
<tr>
<td align="center" valign="top">1/(50·10<sup>6</sup>)</td>
<td align="center" valign="top">3094307</td>
<td align="center" valign="top">3102000</td>
<td align="center" valign="top">−0.248</td></tr>
<tr>
<td align="center" valign="top">1/(100·10<sup>6</sup>)</td>
<td align="center" valign="top">5381641</td>
<td align="center" valign="top">5389700</td>
<td align="center" valign="top">−0.149</td></tr>
<tr>
<td align="center" valign="top">1/(200·10<sup>6</sup>)</td>
<td align="center" valign="top">7658503</td>
<td align="center" valign="top">7665400</td>
<td align="center" valign="top">−0.090</td></tr>
<tr>
<td align="center" valign="top">1/(600·10<sup>6</sup>)</td>
<td align="center" valign="top">9178278</td>
<td align="center" valign="top">9182800</td>
<td align="center" valign="top">−0.049</td></tr>
<tr>
<td align="center" valign="top">1/(1800·10<sup>6</sup>)</td>
<td align="center" valign="top">9409100</td>
<td align="center" valign="top">9419900</td>
<td align="center" valign="top">−0.114</td></tr></tbody></table></table-wrap>
<table-wrap id="t5-sensors-10-09102" position="float">
<label>Table 5.</label>
<caption>
<p>Effect of the mesh in the convergence.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th align="center" valign="middle"><bold>Number of nodes</bold></th>
<th align="center" valign="middle"><bold>Number of elements</bold></th>
<th align="center" valign="middle"><bold>Analytical solution V</bold></th>
<th align="center" valign="middle"><bold>CM V</bold></th>
<th align="center" valign="middle"><bold>Error %</bold></th></tr></thead>
<tbody>
<tr>
<td align="center" valign="top">2353</td>
<td align="center" valign="top">4704</td>
<td align="center" valign="top">65.89</td>
<td align="center" valign="top">65.91</td>
<td align="center" valign="top">0.030</td></tr>
<tr>
<td align="center" valign="top">613</td>
<td align="center" valign="top">1224</td>
<td align="center" valign="top">65.89</td>
<td align="center" valign="top">66.02</td>
<td align="center" valign="top">0.197</td></tr>
<tr>
<td align="center" valign="top">284</td>
<td align="center" valign="top">566</td>
<td align="center" valign="top">65.89</td>
<td align="center" valign="top">66.20</td>
<td align="center" valign="top">0.470</td></tr>
<tr>
<td align="center" valign="top">170</td>
<td align="center" valign="top">338</td>
<td align="center" valign="top">65.89</td>
<td align="center" valign="top">66.40</td>
<td align="center" valign="top">0.774</td></tr></tbody></table></table-wrap></sec></back></article>
