<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">JPEE</journal-id><journal-title-group><journal-title>Journal of Power and Energy Engineering</journal-title></journal-title-group><issn pub-type="epub">2327-588X</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jpee.2015.38005</article-id><article-id pub-id-type="publisher-id">JPEE-58695</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Engineering</subject></subj-group></article-categories><title-group><article-title>
 
 
  PI and RST Control Design and Comparison for Matrix Converters Using Venturini Modulation Strategy
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>ekhada</surname><given-names>Hamane</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mamadou</surname><given-names>Lamine Doumbia</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hicham</surname><given-names>Chaoui</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mohamed</surname><given-names>Bouhamida</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ahmed</surname><given-names>Chériti</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mustapha</surname><given-names>Benghanem</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff3"><addr-line>Department of Electrical Engineering, University Mohamed Boudiaf, Oran, Algeria</addr-line></aff><aff id="aff2"><addr-line>Center for Energy Systems Research, Department of Electrical and Computer Engineering, Tennessee
Technological University, Cookeville, USA</addr-line></aff><aff id="aff1"><addr-line>Department of Electrical and Computer Engineering, UQTR, Trois-Rivières, Canada</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>bekhada.hamane@uqtr.ca(EH)</email>;<email>mamadou.doumbia@uqtr.ca(MLD)</email>;<email>hchaoui@tntech.edu(HC)</email>;<email>m_bouhamida@yahoo.com(MB)</email>;<email>ahmed.cheriti@uqtr.ca(AC)</email>;<email>mbenghanem69@yahoo.fr(MB)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>21</day><month>07</month><year>2015</year></pub-date><volume>03</volume><issue>08</issue><fpage>36</fpage><lpage>54</lpage><history><date date-type="received"><day>9</day>	<month>July</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>7</month>	<year>August</year>	</date><date date-type="accepted"><day>10</day>	<month>August</month>	<year>2015</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  This paper presents a thorough design and comparative study of two popular control techniques, 
  <em>i.e</em>., classical Proportional Integral (PI) and RST, for Matrix Converters (MCs) in terms of tracking the reference and robustness. The output signal of MCs is directly affected by unbalanced grid voltage. Some research works have attempted to overcome this problem with PI control. However, this technique is known to offer lower performance when it is used in complex and nonlinear systems. On the other hand, RST control offers better performance, even in case of highly nonlinear systems. Therefore, the RST can achieve better performance to overcome the limitation of PI control of nonlinear systems. In this paper, a RST control method is proposed as output current controller to improve the performance of the MC powered by unbalanced grid voltage. The overall operating principle, Venturini modulation strategy of MC, PI control and characteristics of RST are presented.
 
</p></abstract><kwd-group><kwd>Matrix Converter</kwd><kwd> Unbalanced Grid</kwd><kwd> Venturini Modulation Strategy</kwd><kwd> PI Control</kwd><kwd> RST Control</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Recent advances in power electronics have enabled the emergence of Matrix Converter (MC) for direct AC/AC conversion [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] . Interest in this converter topology was rather academic with efforts provided in many research laboratories [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] . MC uses bidirectional current and voltage power switches that connect converter input and output phases [<xref ref-type="bibr" rid="scirp.58695-ref2">2</xref>] . The direct conversion is performed without intermediate DC link circuit for energy storage [<xref ref-type="bibr" rid="scirp.58695-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref3">3</xref>] . MC was introduced firstly in 1976. To prevent the spread of current harmonics caused by the MC to the supply network, an input LC filter is used. It provides a very low impedance path and absorbs current harmonics [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref2">2</xref>] . Venturini and Alesina proposed a generalized high-frequency switching strategy in 1980 [<xref ref-type="bibr" rid="scirp.58695-ref3">3</xref>] . The objective of this control strategy is to achieve an ideal electronic transformer capable of varying the voltage, current, frequency and power factor [<xref ref-type="bibr" rid="scirp.58695-ref4">4</xref>] . Another method, known as the direct transfer function approach, proposes the multiplication of the input voltages vectors by the modulation matrix M to obtain a vector of output voltages which correspond to a point of synthesis [<xref ref-type="bibr" rid="scirp.58695-ref4">4</xref>] . However, the simultaneous commutation of controlled bidirectional switches used in MC is very difficult to achieve without generating over current or overvoltage spikes which can destroy the power semiconductors [<xref ref-type="bibr" rid="scirp.58695-ref3">3</xref>] . Also, the load side of the MC is directly affected by the distorted and/or unbalanced input voltages due to the lack of DC intermediate circuit in the MC. The performance of the MC deteriorates, when it is exposed to the harmonic and non-sinusoidal currents and some papers have presented mitigation methods [<xref ref-type="bibr" rid="scirp.58695-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref5">5</xref>] . Conventional PI controller works well only if the mathematical model of the system could be computed. However, it is difficult to implement the conventional PI controller for variable as well as complex systems [<xref ref-type="bibr" rid="scirp.58695-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref6">6</xref>] . So, RST Controller is investigated. This regulator, whose synthesis is purely algebraic, is a sophisticated algorithm based on pole placement method which exploits many numerical resources [<xref ref-type="bibr" rid="scirp.58695-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref8">8</xref>] . The method used to determine the gains of the PI controller is the compensation method of poles, we note here that the interest of the compensation of the poles occurs only if the system parameters are accurately identified as gains <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x5.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x6.png" xlink:type="simple"/></inline-formula> are based on these same parameters. If the actual parameters are different from those used in the synthesis, the compensation is ineffective. In the literature, control law design approaches can be divided into two categories. The first category consists of a nonlinear systems linearization around an operating point of the states. In this case, classical linear control laws are applied for the approximated system. These methods are popular in the industry and are mainly used for their simplicity. However, the control system’s performance and stability are not guaranteed for the overall system. The second category deals with nonlinear controllers design based on nonlinear systems dynamics. In this category, the characteristics of nonlinear systems are preserved. However, the design approach difficulties arise with the complexity of the nonlinear systems dynamics. Furthermore, these approaches assume a precise mathematical system model and are able to cope with nonlinearities to a certain degree. But, their performance also degrades in the presence of varying operating conditions, and higher uncertainties and disturbances. Therefore, this paper aims to compare the most popular techniques in the industry with similar design complexity. This work presents a modeling, theoretical analysis and an in-depth comparison of both the classical PI and RST Controller for MCs. Results show the superiority of the RST strategy with faster dynamic response and better robustness. To show the effectiveness of the control methods, the performance of the system is analyzed and compared in various operating conditions.</p></sec><sec id="s2"><title>2. Mathematical Model of Matrix Converter</title><p>This part consists of a brief description and modeling of each element of the matrix converter. We start with modeling the MC, then the input filter and it ends with the load RL. Ideal bidirectional switches are represented by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x7.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x8.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x9.png" xlink:type="simple"/></inline-formula> represent respectively the index of input and output voltage [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] :</p><disp-formula id="scirp.58695-formula478"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x10.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.58695-formula479"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x11.png"  xlink:type="simple"/></disp-formula><p>The basic diagram of a MC is represented in <xref ref-type="fig" rid="fig1">Figure 1</xref>, which the clipping circuit is used to protect the converter against surges that could come from a sudden disconnection of the load [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] .</p><p>With these restrictions, a <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x12.png" xlink:type="simple"/></inline-formula> matrix converter has 27 possible switching states [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] . Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x13.png" xlink:type="simple"/></inline-formula> be the duty cycle of switch<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x14.png" xlink:type="simple"/></inline-formula>, defined as [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] :</p><disp-formula id="scirp.58695-formula480"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x15.png"  xlink:type="simple"/></disp-formula><p>where, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x16.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x17.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x18.png" xlink:type="simple"/></inline-formula> is the switching frequency.</p><p>The transfer matrix of the converter is defined by [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] :</p><disp-formula id="scirp.58695-formula481"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x19.png"  xlink:type="simple"/></disp-formula><p><xref ref-type="fig" rid="fig2">Figure 2</xref> shows an example of the duration of conduction of the switches during a switching sequence <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x20.png" xlink:type="simple"/></inline-formula> of the MC [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref12">12</xref>] .</p><fig id="fig1"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref></label><caption><title> Basic circuit of a Matrix Converter</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x21.png"/></fig><fig id="fig2"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref></label><caption><title> Example of the operation timing of switches during a switching period</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x22.png"/></fig><sec id="s2_1"><title>2.1. Modeling of the Matrix Converter</title><p>The input voltage and current of the matrix converter are given by [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref13">13</xref>] :</p><disp-formula id="scirp.58695-formula482"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x23.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.58695-formula483"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x24.png"  xlink:type="simple"/></disp-formula><p>Assuming the relationship between the output and the input signal of the matrix converter [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref14">14</xref>] :</p><disp-formula id="scirp.58695-formula484"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x25.png"  xlink:type="simple"/></disp-formula><p>The matrix converter will be designed and controlled to provide desired output voltage and output current [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref13">13</xref>] :</p><disp-formula id="scirp.58695-formula485"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x26.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.58695-formula486"><label>(9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x27.png"  xlink:type="simple"/></disp-formula><p>The neutral to phase output voltages <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x28.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x29.png" xlink:type="simple"/></inline-formula> are given by [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] :</p><disp-formula id="scirp.58695-formula487"><label>(10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x30.png"  xlink:type="simple"/></disp-formula><p>The input current <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x31.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x32.png" xlink:type="simple"/></inline-formula> are [<xref ref-type="bibr" rid="scirp.58695-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] :</p><disp-formula id="scirp.58695-formula488"><label>(11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x33.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x34.png" xlink:type="simple"/></inline-formula>are respectively the input voltage frequency and amplitude;</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x35.png" xlink:type="simple"/></inline-formula>are respectively the input current amplitude and input phase;</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x36.png" xlink:type="simple"/></inline-formula>are respectively the output voltage frequency and amplitude.</p></sec><sec id="s2_2"><title>2.2. Modeling of the Input Filter</title><p>The LC input filter [<xref ref-type="bibr" rid="scirp.58695-ref15">15</xref>] (represented as shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>) is a series resonant circuit tuned to the frequency of harmonics and connected in shunt. It provides a very low impedance path and absorbs harmonic currents [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref14">14</xref>] . At the fundamental frequency, the filter acts as a reactive power compensator [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref3">3</xref>] . The LC input filter may be modeled with the equivalent circuit [<xref ref-type="bibr" rid="scirp.58695-ref15">15</xref>] . From the Kirchhoff’s laws, node equations and Laplace transformation.</p><p>The filter output voltage and input current are obtained as Equation (12) and Equation (13) [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref12">12</xref>] .</p><disp-formula id="scirp.58695-formula489"><label>(12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x37.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.58695-formula490"><label>(13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x38.png"  xlink:type="simple"/></disp-formula></sec><sec id="s2_3"><title>2.3. Modeling of the Load RL</title><p>Generally, the neutral at the load (n) is isolated from that of the source (N) as shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>. Therefore, the objective is calculating the load current, it is necessary to know the potential at the output of the MC corresponding to the neutral of the load. In this case, we have [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref16">16</xref>] :</p><disp-formula id="scirp.58695-formula491"><label>(14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x39.png"  xlink:type="simple"/></disp-formula><p>The potential difference between the two neutral is given by [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref16">16</xref>] :</p><disp-formula id="scirp.58695-formula492"><label>(15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x40.png"  xlink:type="simple"/></disp-formula><p>As the transfer function of the load current is given by [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref16">16</xref>] :</p><disp-formula id="scirp.58695-formula493"><label>(16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x41.png"  xlink:type="simple"/></disp-formula></sec></sec><sec id="s3"><title>3. Venturini Modulation Strategy of Matrix Converter</title><p>This method can produce the sinusoidal input current with unity power factor independently of load [<xref ref-type="bibr" rid="scirp.58695-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref9">9</xref>] . The principle is to synthesize the desired three-phase output voltage from the input during each defined switching period. The initial equations of Venturini method are obtained as the product the ratio<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x42.png" xlink:type="simple"/></inline-formula>, the voltage amplitude, third harmonic frequency of the input and output voltage as indicated in references [<xref ref-type="bibr" rid="scirp.58695-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref17">17</xref>] :</p><fig id="fig3"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref></label><caption><title> Input filter scheme</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x43.png"/></fig><disp-formula id="scirp.58695-formula494"><label>(17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x44.png"  xlink:type="simple"/></disp-formula><p>According to the optimal amplitude in expression of Venturini, the modulation function is [<xref ref-type="bibr" rid="scirp.58695-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref17">17</xref>] :</p><disp-formula id="scirp.58695-formula495"><label>(18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x45.png"  xlink:type="simple"/></disp-formula><p>The <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x46.png" xlink:type="simple"/></inline-formula> can be obtained according to the logic rules using the activation times <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x47.png" xlink:type="simple"/></inline-formula> [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref17">17</xref>] , as shown in <xref ref-type="fig" rid="fig4">Figure 4</xref>.</p><p>Therefore, only six duty cycles are sufficient to calculate the gate signals of the power switches [<xref ref-type="bibr" rid="scirp.58695-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref13">13</xref>] .</p><disp-formula id="scirp.58695-formula496"><label>(19)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x48.png"  xlink:type="simple"/></disp-formula><p>The carrier signal is expressed by [<xref ref-type="bibr" rid="scirp.58695-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref13">13</xref>] :</p><disp-formula id="scirp.58695-formula497"><label>(20)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x49.png"  xlink:type="simple"/></disp-formula></sec><sec id="s4"><title>4. Control Design</title><p>This section deals with the design and synthesis of the PI and RST controllers. Both controllers are designed to achieve current reference tracking with constant and varying current reference signals. This also has to be achieved under both balanced and unbalanced grid voltage conditions.</p><sec id="s4_1"><title>4.1. PI Controller Design</title><p>Current measurements of the load RL using a PI controller is illustrated by <xref ref-type="fig" rid="fig5">Figure 5</xref>.</p><fig id="fig4"  position="float"><label><xref ref-type="fig" rid="fig4">Figure 4</xref></label><caption><title> Obtaining logical instructions X and Y</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x50.png"/></fig><fig id="fig5"  position="float"><label><xref ref-type="fig" rid="fig5">Figure 5</xref></label><caption><title> PI Controller for matrix converter</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x51.png"/></fig><p>The transfer function of the system is:</p><disp-formula id="scirp.58695-formula498"><label>(21)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x52.png"  xlink:type="simple"/></disp-formula><p>The values of A and B are:</p><disp-formula id="scirp.58695-formula499"><label>(22)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x53.png"  xlink:type="simple"/></disp-formula><p>The transfer function of the open-loop including the regulator is:</p><disp-formula id="scirp.58695-formula500"><label>(23)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x54.png"  xlink:type="simple"/></disp-formula><p>To cancel the pole, a zero was added at the same location as the pole [<xref ref-type="bibr" rid="scirp.58695-ref18">18</xref>] . Equation (24) gives a pole value:</p><disp-formula id="scirp.58695-formula501"><label>(24)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x55.png"  xlink:type="simple"/></disp-formula><p>The transfer function of the open-loop becomes:</p><disp-formula id="scirp.58695-formula502"><label>(25)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x56.png"  xlink:type="simple"/></disp-formula><p>The transfer function of the closed loop is expressed by:</p><disp-formula id="scirp.58695-formula503"><label>(26)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x57.png"  xlink:type="simple"/></disp-formula><p>Which:</p><disp-formula id="scirp.58695-formula504"><label>(27)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x58.png"  xlink:type="simple"/></disp-formula><p>For a response time<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x59.png" xlink:type="simple"/></inline-formula>, the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x60.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x61.png" xlink:type="simple"/></inline-formula> can be expressed by,</p><disp-formula id="scirp.58695-formula505"><label>(28)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x62.png"  xlink:type="simple"/></disp-formula></sec><sec id="s4_2"><title>4.2. RST Controller Design</title><p>The closed-loop system of the RST controller for MC is given by the following block diagram in <xref ref-type="fig" rid="fig6">Figure 6</xref>.</p><p>The goal of this section to determinate the RST controller’s current. This type of controller is a structure with two freedom degrees and compared to a one degree of freedom structure, it has the main advantage that it allows the designer to specify performances independently with reference trajectory tracking (reference variation) and with regulation [<xref ref-type="bibr" rid="scirp.58695-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref17">17</xref>] . It is based on the pole placement theory [<xref ref-type="bibr" rid="scirp.58695-ref8">8</xref>] , which consists in specifying an arbitrary stability polynomial <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x63.png" xlink:type="simple"/></inline-formula> and calculate <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x64.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x64.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x65.png" xlink:type="simple"/></inline-formula> according to the Bezout equation [<xref ref-type="bibr" rid="scirp.58695-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref17">17</xref>] :</p><disp-formula id="scirp.58695-formula506"><label>(29)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x66.png"  xlink:type="simple"/></disp-formula><p>With:</p><disp-formula id="scirp.58695-formula507"><label>(30)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x67.png"  xlink:type="simple"/></disp-formula><p>For our model, we obtain [<xref ref-type="bibr" rid="scirp.58695-ref17">17</xref>] :</p><disp-formula id="scirp.58695-formula508"><label>(31)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x68.png"  xlink:type="simple"/></disp-formula><p>The terms A and B are expressed by Equation (22). According to the robust pole placement strategy [<xref ref-type="bibr" rid="scirp.58695-ref8">8</xref>] , the polynomial D is written as [<xref ref-type="bibr" rid="scirp.58695-ref17">17</xref>] :</p><disp-formula id="scirp.58695-formula509"><label>(32)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x69.png"  xlink:type="simple"/></disp-formula><p>To accelerate the system, the following conditions were adopted:</p><disp-formula id="scirp.58695-formula510"><label>(33)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x70.png"  xlink:type="simple"/></disp-formula><p>With <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x71.png" xlink:type="simple"/></inline-formula> pole of polynomial order and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x71.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x72.png" xlink:type="simple"/></inline-formula> double pole of the polynomial filter F [<xref ref-type="bibr" rid="scirp.58695-ref17">17</xref>] .</p><disp-formula id="scirp.58695-formula511"><label>(34)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x73.png"  xlink:type="simple"/></disp-formula><p>By identifying Equation (31) and Equation (34), coefficients of polynomial D were found and are linked to the coefficients of R and S by the Sylvester Matrix [<xref ref-type="bibr" rid="scirp.58695-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref17">17</xref>] . Thus, the parameters of the RST controller can be determined as follows:</p><fig id="fig6"  position="float"><label><xref ref-type="fig" rid="fig6">Figure 6</xref></label><caption><title> RST Controller for matrix converter</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x74.png"/></fig><disp-formula id="scirp.58695-formula512"><label>(35)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x75.png"  xlink:type="simple"/></disp-formula><p>The reference current is calculated as shown in <xref ref-type="fig" rid="fig7">Figure 7</xref> [<xref ref-type="bibr" rid="scirp.58695-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref18">18</xref>] .</p><p>The measured load’s current and the reference load’s current are given by Equation (36) [<xref ref-type="bibr" rid="scirp.58695-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.58695-ref18">18</xref>] :</p><disp-formula id="scirp.58695-formula513"><label>(36)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1770149x76.png"  xlink:type="simple"/></disp-formula></sec></sec><sec id="s5"><title>5. Simulations Results</title><p>The PI and RST are used to control a matrix converter and a set of simulation runs is performed using SimPowerSystems toolbox of Matlab/Simulink software. The input filter parameters are calculated as given in [<xref ref-type="bibr" rid="scirp.58695-ref14">14</xref>] . Bidirectional switches MOSFET are considered ideal and ode23tb simulation solver was used. The MC system’s parameters are listed in <xref ref-type="table" rid="table1">Table 1</xref>.</p><fig id="fig7"  position="float"><label><xref ref-type="fig" rid="fig7">Figure 7</xref></label><caption><title> Load reference current</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x77.png"/></fig><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> System Parameters</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Parameters</th><th align="center" valign="middle" >Values</th></tr></thead><tr><td align="center" valign="middle" >Input voltage phase to neuter RMS</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x78.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Input frequency</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x79.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Switching frequency</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x80.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Input filter resistance<sup> </sup></td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x81.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Input filter inductance</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x82.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Input filter capacitor</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x83.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Load resistance</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x84.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Load inductance</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x85.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Input voltage phase to neuter RMS</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x86.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Input frequency</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x87.png" xlink:type="simple"/></inline-formula></td></tr></tbody></table></table-wrap><sec id="s5_1"><title>5.1. Balanced Grid Case with PI Controller</title><p><xref ref-type="fig" rid="fig8">Figure 8</xref> shows the balanced grid voltage.</p><p>・ Constant reference current<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x88.png" xlink:type="simple"/></inline-formula>:</p><p><xref ref-type="fig" rid="fig9">Figure 9</xref> shows the output voltage and linear load current using PI controller for balanced grid voltage with constant current reference. <xref ref-type="fig" rid="fig1">Figure 1</xref>0 presents load current and variation of the ratio<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x89.png" xlink:type="simple"/></inline-formula>. PI controller is used and the grid voltage balanced. <xref ref-type="fig" rid="fig1">Figure 1</xref>1 shows the THD of load current with constant current reference.</p><p>・ Time-varying reference current<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x90.png" xlink:type="simple"/></inline-formula>:</p><p><xref ref-type="fig" rid="fig1">Figure 1</xref>2 shows the output voltage and linear load current using PI controller for balanced grid voltage with stepped changing reference current. <xref ref-type="fig" rid="fig1">Figure 1</xref>3 presents load current and variation of the ratio<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x91.png" xlink:type="simple"/></inline-formula>. PI controller is used and the grid voltage balanced. <xref ref-type="fig" rid="fig1">Figure 1</xref>4 shows the THD of load current with stepped changing reference current.</p><fig id="fig8"  position="float"><label><xref ref-type="fig" rid="fig8">Figure 8</xref></label><caption><title> Balanced grid voltage</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x92.png"/></fig><fig id="fig9"  position="float"><label><xref ref-type="fig" rid="fig9">Figure 9</xref></label><caption><title> Output voltage and load current (PI, balanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x94.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x93.png"/></fig><fig id="fig10"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>0</label><caption><title> Load current and variation of the q (PI, balanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x96.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x95.png"/></fig><fig id="fig11"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>1</label><caption><title> Harmonics spectrum of load current (PI, balanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x98.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x97.png"/></fig><fig id="fig12"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>2</label><caption><title> Output voltage and load current (PI, balanced grid and with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x100.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x99.png"/></fig><fig id="fig13"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>3</label><caption><title> Load current and variation of the q (PI, balanced grid and with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x102.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x101.png"/></fig><fig id="fig14"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>4</label><caption><title> Harmonics spectrum of load current (PI, balanced grid an with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x104.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x103.png"/></fig></sec><sec id="s5_2"><title>5.2. Balanced Grid Case with RST Controller</title><p>・ Constant reference current<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x105.png" xlink:type="simple"/></inline-formula>:</p><p><xref ref-type="fig" rid="fig1">Figure 1</xref>5 shows the output voltage and linear load current using RST controller for balanced grid voltage with constant current reference. <xref ref-type="fig" rid="fig1">Figure 1</xref>6 presents load current and variation of the ratio<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x106.png" xlink:type="simple"/></inline-formula>. RST controller is used and the grid voltage balanced. <xref ref-type="fig" rid="fig1">Figure 1</xref>7 shows the THD of load current with constant current reference.</p><p>・ Time-varying reference current<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x107.png" xlink:type="simple"/></inline-formula>:</p><p><xref ref-type="fig" rid="fig1">Figure 1</xref>8 shows the output voltage and linear load current using RST controller for balanced grid voltage with stepped changing reference current. <xref ref-type="fig" rid="fig1">Figure 1</xref>9 presents load current and variation of the ratio<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x108.png" xlink:type="simple"/></inline-formula>. RST controller is used and the grid voltage balanced. <xref ref-type="fig" rid="fig2">Figure 2</xref>0 shows the THD of load current with stepped changing reference current.</p><fig id="fig15"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>5</label><caption><title> Output voltage and load current (RST, balanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x110.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x109.png"/></fig><fig id="fig16"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>6</label><caption><title> Load current and variation of the q (RST, balanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x112.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x111.png"/></fig><fig id="fig17"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>7</label><caption><title> Harmonics spectrum of load current (RST, balanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x114.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x113.png"/></fig><fig id="fig18"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>8</label><caption><title> Output voltage and load current (RST, balanced grid and with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x116.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x115.png"/></fig><fig id="fig19"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>9</label><caption><title> Load current and variation of the q (RST, balanced grid and with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x118.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x117.png"/></fig><fig id="fig20"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref>0</label><caption><title> Harmonics spectrum of load current (RST, balanced grid an with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x120.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x119.png"/></fig></sec><sec id="s5_3"><title>5.3. Unbalanced Grid Case with PI Controller</title><p>In this case, the amplitude of the input voltage of phase b is reduced to 20% relative to the phases a and c (<xref ref-type="fig" rid="fig2">Figure 2</xref>1).</p><p>・ Constant reference current<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x121.png" xlink:type="simple"/></inline-formula>:</p><p><xref ref-type="fig" rid="fig2">Figure 2</xref>2 shows the output voltage and linear load current using PI controller for unbalanced grid voltage with constant current reference. <xref ref-type="fig" rid="fig2">Figure 2</xref>3 presents load current and variation of the ratio<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x122.png" xlink:type="simple"/></inline-formula>. PI controller is used and the grid voltage unbalanced. <xref ref-type="fig" rid="fig2">Figure 2</xref>4 shows the THD of load current with constant current reference.</p><p>・ Time-varying reference current<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x123.png" xlink:type="simple"/></inline-formula>:</p><p><xref ref-type="fig" rid="fig2">Figure 2</xref>5 shows the output voltage and linear load current using PI controller for unbalanced grid voltage with stepped changing reference current. <xref ref-type="fig" rid="fig2">Figure 2</xref>6 presents load current and variation of the ratio<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x124.png" xlink:type="simple"/></inline-formula>. PI controller is used and the grid voltage unbalanced. <xref ref-type="fig" rid="fig2">Figure 2</xref>7 shows the THD of load current with stepped changing reference current.</p><fig id="fig21"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref>1</label><caption><title> Unbalanced grid voltage</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x125.png"/></fig><fig id="fig22"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref>2</label><caption><title> Output voltage and load current (PI, unbalanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x127.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x126.png"/></fig><fig id="fig23"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref>3</label><caption><title> Load current and variation of the q (PI, unbalanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x129.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x128.png"/></fig><fig id="fig24"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref>4</label><caption><title> Harmonics spectrum of load current (PI, unbalanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x131.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x130.png"/></fig><fig id="fig25"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref>5</label><caption><title> Output voltage and load current (PI, unbalanced grid and with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x133.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x132.png"/></fig><fig id="fig26"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref>6</label><caption><title> Load current and variation of the q (PI, unbalanced grid and with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x135.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x134.png"/></fig><fig id="fig27"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref>7</label><caption><title> Harmonics spectrum of load current (PI, unbalanced grid an with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x137.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x136.png"/></fig></sec><sec id="s5_4"><title>5.4. Unbalanced Grid Case with RST Controller</title><p>・ Constant reference current<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x138.png" xlink:type="simple"/></inline-formula>:</p><p><xref ref-type="fig" rid="fig2">Figure 2</xref>8 shows the output voltage and linear load current using RST controller for unbalanced grid voltage with constant current reference. <xref ref-type="fig" rid="fig2">Figure 2</xref>9 presents load current and variation of the ratio<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x139.png" xlink:type="simple"/></inline-formula>. RST controller is used and the grid voltage unbalanced. <xref ref-type="fig" rid="fig3">Figure 3</xref>0 shows the THD of load current with constant current reference.</p><p>・ Time-varying reference current<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x140.png" xlink:type="simple"/></inline-formula>:</p><p><xref ref-type="fig" rid="fig3">Figure 3</xref>1 shows the output voltage and linear load current using RST controller for unbalanced grid voltage with stepped changing reference current. <xref ref-type="fig" rid="fig3">Figure 3</xref>2 presents load current and variation of the ratio<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x141.png" xlink:type="simple"/></inline-formula>. RST controller is used and the grid voltage unbalanced. <xref ref-type="fig" rid="fig3">Figure 3</xref>3 shows the THD of load current with stepped changing reference current.</p><fig id="fig28"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref>8</label><caption><title> Output voltage and load current (RST, unbalanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x143.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x142.png"/></fig><fig id="fig29"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref>9</label><caption><title> Load current and variation of the q (RST, unbalanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x145.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x144.png"/></fig><fig id="fig30"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref>0</label><caption><title> Harmonics spectrum of load current (RST, unbalanced grid and with constant<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x147.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x146.png"/></fig></sec><sec id="s5_5"><title>5.5. Discussion the Results of Simulations</title><p>In <xref ref-type="fig" rid="fig9">Figure 9</xref> and <xref ref-type="fig" rid="fig1">Figure 1</xref>5, the voltage at the output of the matrix converter is formed by a succession of pulse widths conversely proportional to the frequency of the reference voltage<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x148.png" xlink:type="simple"/></inline-formula>, and the RL load’s current is almost sinusoidal with low Total Harmonic Distortion (THD) values. In <xref ref-type="fig" rid="fig2">Figure 2</xref>2 and <xref ref-type="fig" rid="fig2">Figure 2</xref>8, the voltage at the output of the matrix converter is formed by a succession of patterns which widths are proportional to the frequency of the reference voltage and the amplitude is<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x149.png" xlink:type="simple"/></inline-formula>.</p><fig id="fig31"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref>1</label><caption><title> Output voltage and load current (RST, unbalanced grid and with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x151.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x150.png"/></fig><fig id="fig32"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref>2</label><caption><title> Load current and variation of the q (RST, unbalanced grid and with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x153.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x152.png"/></fig><fig id="fig33"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref>3</label><caption><title> Harmonics spectrum of load current (RST, unbalanced grid an with stepped changing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x155.png" xlink:type="simple"/></inline-formula>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1770149x154.png"/></fig><p>The THD increases for the unbalanced grid unlike in the balanced case (<xref ref-type="fig" rid="fig1">Figure 1</xref>1 and <xref ref-type="fig" rid="fig1">Figure 1</xref>7). However, the output currents are almost balanced, but are distorted. With the RST strategy, the signal quality of load current is much better than PI. Indeed, the THD is improved by 10.82% in the case of balanced grid, while this improvement is around 7.70% in the case of unbalanced grid Constant reference current<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x156.png" xlink:type="simple"/></inline-formula>. Note that in all the investigated cases, the gain <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x156.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x157.png" xlink:type="simple"/></inline-formula> does not exceed 0.866.</p><p><xref ref-type="table" rid="table2">Table 2</xref> and <xref ref-type="table" rid="table3">Table 3</xref> show the values of THD for balanced and unbalanced cases presented above.</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> THD of load current with balanced grid</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Case with balanced grid</th><th align="center" valign="middle" >Values THD</th><th align="center" valign="middle" >IMP%</th></tr></thead><tr><td align="center" valign="middle" >Constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x158.png" xlink:type="simple"/></inline-formula> (PI)</td><td align="center" valign="middle" >1.94%</td><td align="center" valign="middle"  rowspan="2"  >10.82%</td></tr><tr><td align="center" valign="middle" >Constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x159.png" xlink:type="simple"/></inline-formula> (RST)</td><td align="center" valign="middle" >1.73%</td></tr><tr><td align="center" valign="middle" >Time-varying <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x160.png" xlink:type="simple"/></inline-formula> (PI)</td><td align="center" valign="middle" >1.86%</td><td align="center" valign="middle"  rowspan="2"  >3.220%</td></tr><tr><td align="center" valign="middle" >Time-varying of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x161.png" xlink:type="simple"/></inline-formula> (RST)</td><td align="center" valign="middle" >1.80%</td></tr></tbody></table></table-wrap><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> THD of load current with unbalanced grid</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Case with unbalanced grid</th><th align="center" valign="middle" >Values THD</th><th align="center" valign="middle" >IMP%</th></tr></thead><tr><td align="center" valign="middle" >Constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x162.png" xlink:type="simple"/></inline-formula> (PI)</td><td align="center" valign="middle" >6.10%</td><td align="center" valign="middle"  rowspan="2"  >7.700%</td></tr><tr><td align="center" valign="middle" >Constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x163.png" xlink:type="simple"/></inline-formula> (RST)</td><td align="center" valign="middle" >5.63%</td></tr><tr><td align="center" valign="middle" >Time-varying <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x164.png" xlink:type="simple"/></inline-formula> (PI)</td><td align="center" valign="middle" >6.49%</td><td align="center" valign="middle"  rowspan="2"  >23.11%</td></tr><tr><td align="center" valign="middle" >Time-varying of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x165.png" xlink:type="simple"/></inline-formula> (RST)</td><td align="center" valign="middle" >4.99%</td></tr></tbody></table></table-wrap><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> SSE with balanced grid</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Case with balanced grid</th><th align="center" valign="middle" >Values SSE</th></tr></thead><tr><td align="center" valign="middle" >Constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x166.png" xlink:type="simple"/></inline-formula> (PI)</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x167.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x168.png" xlink:type="simple"/></inline-formula> (RST)</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x169.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Time-varying <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x170.png" xlink:type="simple"/></inline-formula> (PI)</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x171.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Time-varying of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x172.png" xlink:type="simple"/></inline-formula> (RST)</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x173.png" xlink:type="simple"/></inline-formula></td></tr></tbody></table></table-wrap><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> SSE with unbalanced grid</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Case with unbalanced grid</th><th align="center" valign="middle" >Values SSE</th></tr></thead><tr><td align="center" valign="middle" >Constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x174.png" xlink:type="simple"/></inline-formula> (PI)</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x175.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Constant <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x176.png" xlink:type="simple"/></inline-formula> (RST)</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x177.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Time-varying <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x178.png" xlink:type="simple"/></inline-formula> (PI)</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x179.png" xlink:type="simple"/></inline-formula></td></tr><tr><td align="center" valign="middle" >Time-varying of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x180.png" xlink:type="simple"/></inline-formula> (RST)</td><td align="center" valign="middle" ><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1770149x181.png" xlink:type="simple"/></inline-formula></td></tr></tbody></table></table-wrap><p><xref ref-type="table" rid="table4">Table 4</xref> and <xref ref-type="table" rid="table5">Table 5</xref> show the Sum Squared Error (SSE).</p><p>In terms of the response of the system and the static error, the PI controller gives little better results than RST controller as it can be seen the <xref ref-type="table" rid="table4">Table 4</xref> and <xref ref-type="table" rid="table5">Table 5</xref>.</p></sec></sec><sec id="s6"><title>6. Conclusion</title><p>In this paper, a thorough theoretical modeling, analysis and comparison are presented for PI and RST control of MCs. A comprehensive control compensation method is used to find the PI gains. Moreover, the use of the pole placement technique is also shown to determine the RST’s polynomial coefficients. Results for a balanced grid show lower load current THD as opposed to the unbalanced grid case, which is expected. However, RST control shows better performance. Nonlinear controllers tend to outperform these techniques at the expense of added complexity and computation. However, it is noteworthy that compared controllers are known for similar design complexity, which has been driving their use in the industry.</p></sec><sec id="s7"><title>Cite this paper</title><p>BekhadaHamane,Mamadou LamineDoumbia,HichamChaoui,MohamedBouhamida,AhmedCh&#233;riti,MustaphaBenghanem, (2015) PI and RST Control Design and Comparison for Matrix Converters Using Venturini Modulation Strategy. Journal of Power and Energy Engineering,03,36-54. doi: 10.4236/jpee.2015.38005</p></sec></body><back><ref-list><title>References</title><ref id="scirp.58695-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Dendouga, A. (2010) Contr&amp;ocirc;le des puissances active et réactive de la machine asynchrone à double alimentation (DFIM). PhD Thesis, University of Batna, Batna.</mixed-citation></ref><ref id="scirp.58695-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Luis, F.P.A. (2011) Maximum Power Point Tracker of Wind Energy Generation Systems using Matrix Converters. Master’s Thesis, Technical University of Lisbon, Lisbon.</mixed-citation></ref><ref id="scirp.58695-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Hulusi, K., Ramazan, A., Hüseyin, D., et al. (2008) A Novel Compensation Method Based on Fuzzy Logic Control for Matrix Converter under Distorted Input Voltage Conditions. Proceedings of the 2008 International Conference on Electrical Machines, Vilamoura, 6-9 September 2008, 1-5.</mixed-citation></ref><ref id="scirp.58695-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">Venturini, M., Alesina, A., et al. (1980) The Generalised Transformer: A New Bidirectional Sinusoidal Waveform Frequency Converter with Continuously Adjustable Input Power Factor. Proceedings of the Power Electronics Specialists Conference (PESC’ 80), Atlanta, 16-20 June 1980, 242-252.</mixed-citation></ref><ref id="scirp.58695-ref5"><label>5</label><mixed-citation publication-type="other" xlink:type="simple">Filho, M.E.O., Filho, E.R., Quindere, K.E.B., Gazoli, J.R., et al. (2006) A Simple Current Control for Matrix Con-verter. Proceedings of the International Symposium on Industrial Electronics, Montreal, 9-13 July 2006, 2090-2094.</mixed-citation></ref><ref id="scirp.58695-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">Ram, G., Lincoln, S.A., et al. (2012) Fuzzy Adaptive PI Controller for Single Input Single Output Non-Linear System. ARPN Journal of Engineering and Applied, Sciences, 7, 1273-1280.</mixed-citation></ref><ref id="scirp.58695-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">Hachicha, F., Krichen, L., et al. (2011) Performance Analysis of a Wind Energy Conversion System Based on a Doubly-Fed Induction Generator. Proceedings of the 8th International Multi-Conference on Systems, Signals &amp; Devices, Sousse, 22-25 March 2011, 1-6.</mixed-citation></ref><ref id="scirp.58695-ref8"><label>8</label><mixed-citation publication-type="other" xlink:type="simple">Bouhamida, M., Denai, M.A., et al. (2005) Robust Stabilizer of Electric Power Generator Using H∞ with Placement Constraints. Journal of Electrical Engineering, 56, 176-182.</mixed-citation></ref><ref id="scirp.58695-ref9"><label>9</label><mixed-citation publication-type="other" xlink:type="simple">Oubelli, A.L. (2011) Mise En &amp;aelig;uvre d’un modèle générique du convertisseur matriciel dans les environnements EMTP-RV et MATLAB-SIMULINK. Master’s thesis, Ecole Polytechnique de Montréal, Montréal.</mixed-citation></ref><ref id="scirp.58695-ref10"><label>10</label><mixed-citation publication-type="other" xlink:type="simple">Hamane, B., Doumbia, M.L., Cheriti, A., Belmokhtar, K., et al. (2014) Comparative Analysis of PI and Fuzzy Logic Controllers for Matrix Converter. Proceedings of the 9th International Conference on Ecological Vehicles and Renewable Energies (EVER), Monte-Carlo, 25-27 March 2014, 25-27.</mixed-citation></ref><ref id="scirp.58695-ref11"><label>11</label><mixed-citation publication-type="other" xlink:type="simple">Hamane, B., Doumbia, M.L., Cheriti, A., Belmokhtar, K., et al. (2013) Modeling and Control of a Matrix Converter Using Fuzzy Supervisory Controller. Proceedings of the 3rd International Conference on Systems and Control (ICSC), Algiers, 29-31 October 2013, 433-438.</mixed-citation></ref><ref id="scirp.58695-ref12"><label>12</label><mixed-citation publication-type="other" xlink:type="simple">Afonso, L.P. (2011) Maximum Power Point Tracker of Wind Energy Generation Systems Using Matrix Converters. Master’s Thesis, Higher Technical Institue of Technical University of Lisbon, Lisbon.</mixed-citation></ref><ref id="scirp.58695-ref13"><label>13</label><mixed-citation publication-type="other" xlink:type="simple">Boukadoum, A., Bahi, T., Oudina, S., Souf, Y., Lekhchine, A.S., et al. (2012) Fuzzy Control Adaptive of a Matrix Converter for Harmonic Compensation Caused by Nonlinear Loads. Energy Procedia, 18, 715-723.</mixed-citation></ref><ref id="scirp.58695-ref14"><label>14</label><mixed-citation publication-type="other" xlink:type="simple">Ghedamsi, K. (2008) Contribution à la modélisation et la commande d’un convertisseur direct de fréquence Application à la conduite de la machine asynchrone. PhD Thesis, National Polytechnic School of Process Control Laboratory, El-Harrach.</mixed-citation></ref><ref id="scirp.58695-ref15"><label>15</label><mixed-citation publication-type="other" xlink:type="simple">Dendouga, A., Abdessemed, R., Essounbouli, N., Megherbi, A.C., et al. (2013) Robustness Evaluation of Vector Control of Induction Motor fed by SVM Matrix Converter. 3rd International Conference on Systems and Control (ICSC), Algiers, 165-170.</mixed-citation></ref><ref id="scirp.58695-ref16"><label>16</label><mixed-citation publication-type="other" xlink:type="simple">Rodriguez, S.E., Blaabjerk, F., et al. (1985) Modelling, Analysis and Simulation of Matrix Converters. Applications, IA-21, 1337-1342.</mixed-citation></ref><ref id="scirp.58695-ref17"><label>17</label><mixed-citation publication-type="other" xlink:type="simple">Belabbes, A., Hamane, B., Bouhamida, M., Draou, A., Benghanem, M., et al. (2012) Power Control of a Wind Energy Conversion System based on a Doubly Fed Induction Generator using RST and Sliding Mode Controllers. Proceedings of the International Conference on Renewable Energies and Power Quality (ICREPQ’12), Santiago de Compostella, 28-30 March 2012. http://www.icrepq.com/icrepq%2712/298-belabbes.pdf</mixed-citation></ref><ref id="scirp.58695-ref18"><label>18</label><mixed-citation publication-type="other" xlink:type="simple">Mai, T.D., Mai, B.L., Pham, D.T., Nguyen, H.P., et al. (2007) Control of Doubly-Fed Induction Generators Using Dspace R&amp;D Controller Board—An Application of Rapid Control Coordinated with Matlab/Simulink. Proceedings of the International Symposium on Electrical &amp; Electronics Engineering, 3, 302-307.</mixed-citation></ref></ref-list></back></article>