<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0120-6230</journal-id>
<journal-title><![CDATA[Revista Facultad de Ingeniería Universidad de Antioquia]]></journal-title>
<abbrev-journal-title><![CDATA[Rev.fac.ing.univ. Antioquia]]></abbrev-journal-title>
<issn>0120-6230</issn>
<publisher>
<publisher-name><![CDATA[Facultad de Ingeniería, Universidad de Antioquia]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0120-62302012000300004</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Distributed maximum power point tracking in photovoltaic applications: active bypass DC/DC converter]]></article-title>
<article-title xml:lang="es"><![CDATA[Seguimiento del punto de máxima potencia distribuida en aplicaciones fotovoltaicas: convertidor DC/DC para desviación activa]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ramos-Paja]]></surname>
<given-names><![CDATA[Carlos Andrés]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
<xref ref-type="aff" rid="A03"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gira]]></surname>
<given-names><![CDATA[Roberto]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Arango Zuluaga]]></surname>
<given-names><![CDATA[Eliana Isabel]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad Nacional de Colombia  ]]></institution>
<addr-line><![CDATA[Medellín ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Universitat Rovira i Virgili  ]]></institution>
<addr-line><![CDATA[Tarragona ]]></addr-line>
<country>España</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Universidad Nacional de Colombia  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>09</month>
<year>2012</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>09</month>
<year>2012</year>
</pub-date>
<numero>64</numero>
<fpage>32</fpage>
<lpage>44</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0120-62302012000300004&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0120-62302012000300004&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0120-62302012000300004&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[An active bypass structure is proposed to maximize the power production in photovoltaic modules under mismatched conditions. Its efficiency is compared with single and distributed maximum power point tracking solutions based on conventional DC/DC structures. The analysis and simulations performed under realistic assumptions demonstrate the benefits of the novel active bypass converter over solutions based on Boost, Buck or Buck-Boost converters.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Se propone una estructura de desvío activo para maximizar la producción de potencia en sistemas fotovoltaicos bajo condiciones irregulares de operación, comparando su eficiencia con soluciones individuales y distribuidas basadas en convertidores DC/DC convencionales. Los análisis y simulaciones realistas demuestran las ventajas del nuevo convertidor de desvío activo sobre soluciones basadas en convertidores Boost, Buck y Buck-Boost.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Active bypass]]></kwd>
<kwd lng="en"><![CDATA[efficiency]]></kwd>
<kwd lng="en"><![CDATA[distributed maximum power point tracking]]></kwd>
<kwd lng="es"><![CDATA[Desviación activa]]></kwd>
<kwd lng="es"><![CDATA[eficiencia]]></kwd>
<kwd lng="es"><![CDATA[seguimiento de punto de máxima potencia]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <font face="Verdana" size="2">      <p align="right"><b>ART&Iacute;CULO ORIGINAL</b></p>     <p align="right">&nbsp;</p>     <p align="center"><font size="4"> <b>Distributed maximum power point tracking in photovoltaic applications: active bypass DC/DC converter</b></font></p>     <p align="center">&nbsp;</p>     <p align="center"><font size="3"> <b>Seguimiento del punto de m&aacute;xima potencia distribuida en aplicaciones fotovoltaicas: convertidor DC/DC para desviaci&oacute;n activa</b></font></p>     <p align="center">&nbsp;</p>     <p align="center">&nbsp;</p>     <p> <i><b>Carlos Andr&eacute;s Ramos-Paja<sup>*1</sup>, Roberto Gira<sup>2</sup>, Eliana Isabel Arango Zuluaga<sup>1</sup></b></i></p>       <p><sup>1</sup>Universidad  Nacional de Colombia. Carrera 80 N&deg; 65-223. Medell&iacute;n, Colombia.</p>     ]]></body>
<body><![CDATA[<p><sup>2</sup>Universitat  Rovira i Virgili. Avda. Pa&iacute;sos Catalans 26, 43007. Tarragona, Espa&ntilde;a.</p>      <p><sup>*</sup>Autor de correspondencia: tel&eacute;fono:  + 57 + 4 + 425 53 45, fax: + 57 + 4 + 234 10 02, correo  electr&oacute;nico: <a href="mailto:caramosp@unal.edu.co">caramosp@unal.edu.co</a> (C. Ramos)</p>     <p>&nbsp;</p>     <p align="center">(Recibido el 10 de enero de 2012. Aceptado el 28 de  agosto de 2012)</p>     <p align="center">&nbsp;</p>     <p align="center">&nbsp;</p> <hr noshade size="1">      <p><font size="3"><b>Abstract</b></font></p>       <p>An active bypass structure is proposed to maximize the  power production in photovoltaic modules under mismatched conditions. Its  efficiency is compared with single and distributed maximum power point tracking  solutions based on conventional DC/DC structures. The analysis and simulations  performed under realistic assumptions demonstrate the benefits of the novel  active bypass converter over solutions based on Boost, Buck or Buck-Boost  converters.</p>        <p><i>Keywords:</i> Active bypass, efficiency, distributed maximum power  point tracking</p>   <hr noshade size="1">      <p><font size="3"><b>Resumen</b></font></p>      ]]></body>
<body><![CDATA[<p>Se propone una estructura de desv&iacute;o activo para  maximizar la producci&oacute;n de potencia en sistemas fotovoltaicos bajo condiciones  irregulares de operaci&oacute;n, comparando su eficiencia con soluciones individuales  y distribuidas basadas en convertidores DC/DC convencionales. Los an&aacute;lisis y  simulaciones realistas demuestran las ventajas del nuevo convertidor de desv&iacute;o  activo sobre soluciones basadas en convertidores Boost, Buck y Buck-Boost.</p>      <p><i>Palabras clave: </i>Desviaci&oacute;n activa, eficiencia, seguimiento de punto de m&aacute;xima potencia</p>  <hr noshade size="1">      <p>&nbsp;</p>     <p>&nbsp;</p>     <p><font size="3"><b>Introduction</b></font></p>      <p>To improve photovoltaic (PV) generation systems,  multiple regulation strategies able to find the optimal PV operating conditions  for different solar irradiance and ambient temperature have been proposed,  named Maximum Power Point Tracking (MPPT) algorithms &#91;1&#93;. Similarly, circuital  structures to mitigate the power reduction caused by mismatching in the PV  panels due to shadowing, clouding or modules tolerances, have been designed  &#91;2&#93;, Such solutions have been developed to address both stand-alone and grid-  connected applications using DC/DC switching converters. In stand-alone  applications the DC/ DC converter is used to adapt the PV power to the load  requirements, while in grid-connected applications there are two typical  approaches &#91;2&#93;: single-stage and double-stage (DS) inverters. In the DS  structures, which block diagram is presented in <a href="#Figura1">figure 1</a>, the PV power is  optimized by means of a DC/DC converter, and a DC-link transfers the PV power  to the grid-connected or stand-alone inverter.</p>      <p align="center"><a name="Figura1"></a><img src="img/revistas/rfiua/n64/n64a04i01.gif" ></p>      <p>In addition, many solutions to overcome the problems  of power and voltage reduction caused by PV module mismatching connected to a  centralized inverter have been addressed by splitting the PV generator in  smaller subfields. In this context, each PV module is associated with either  its own MPPT capable DC/AC micro-inverter or DC/DC converter &#91;3&#93;, then both  solutions coexist, at module level, with the classical diodes that avoid hot  spots by bypassing smaller groups of cells in series. The adoption of a dedicated  DC/DC converter for each PV panel is known as Distributed Maximum Power Point  Tracking (DMPPT) &#91;1&#93;, where each PV panel is driven to its optimal operating  point. Moreover, almost all grid-connected DS solutions use a DC/AC inverter  with a built-in regulation of the DC- link since it is a commercial standard  &#91;4&#93;.</p>     <p>This paper is based on the works ''Minimizing the  effects of shadowing in a PV module by means of active voltage sharing'' and ''PV  field distributed maximum power point tracking by means of an active bypass  converter', developed by the authors, which appeared in the IEEE International  Conference on Industrial Technology (ICIT-2010, &copy; 2010 IEEE) and in the  International Conference on Clean Electrical Power (ICCEP-2011, &copy; 2011 IEEE),  respectively. This paper proposes a new active-bypass solution (AB) to maximize  the power extracted from PV panels at a module granularity level &#91;3&#93;, &#91;5&#93;, The  proposed AB structure uses a parallel-like connection instead of the cascade,  series-like, connection of typical DMPPT solutions &#91;3&#93;, therefore the AB  circuit requires one inductor less than DMPPT based on Boost, Buck or  Buck-Boost converters. This structural difference is also important in terms of  efficiency since lower losses are present.</p>     <p>To provide comparison with solutions based on single  MPPT traditional interfaces, the efficiencies of MPPT approaches based on  typical DC/DC converters are analyzed. In addition, an overview on the basic  topics related to PV generation systems and the mismatching phenomenon is given,  and the basic concepts on DMPPT systems are also discussed. Moreover, the novel  AB solution is analyzed in terms of efficiency and DMPPT capability, validating  the proposed circuit and control algorithm by means of detailed and realistic  simulations based on experimentally validated PV models. Finally, the  conclusions of the work are given.</p>       ]]></body>
<body><![CDATA[<p>&nbsp;</p>       <p><font size="3"><b>Typical DC/DC converters for maximum power point tracking</b></font></p>          <p>A PV panel can be modeled by using the non&#8211;linear  approach given in &#91;5&#93;, where the PV effect is represented by its electrical  equivalent. <a href="#Figura2">Figure 2(a)</a> shows the model of a BP585 PV panel.</p>          <p align="center"><a name="Figura2"></a><img src="img/revistas/rfiua/n64/n64a04i02.gif" ></p>          <p>From the model of <a href="#Figura2">figure 2(a)</a> it is noted that the  BP585, as several commercial PV panels, is composed by two PV modules in series  to reduce the effect of shadows in the power production, where both modules  have almost identical characteristics. <a href="#Figura2">Figure 2(b)</a> shows the experimental  electrical characteristics of a BP5 85 operating at 35 &deg;C and at two different  irradiance conditions: S<sub>eml</sub> = 600 W/m<sup>2</sup> and S<sub>em2</sub>&nbsp; = 480 W/m<sup>2</sup>. Moreover, the model  reported in <a href="#Figura2">figure 2(a)</a>, and given in (1), was parameterized to reproduce the  PV panel experimental behavior, obtaining the model parameters A<sub>m</sub> = 10<sup>-5</sup> A and B<sub>m</sub> = 0.32 V<sup>-1</sup>. The  short-circuit current Isc depends on the irradiance conditions: for  S<sub>eml</sub>, I<sub>SC</sub> = 3.16 A, and for S<sub>em2</sub>, I<sub>SC</sub> = 2.5 A. <a href="#Figura2">Figure 2(b)</a> also presents the model polarization curves as continuous  traces, it validating the model accuracy.</p>          <p><img src="img/revistas/rfiua/n64/n64a04e01.gif"></p>          <p>In the experiments, the PV open-circuit voltage V<sub>OC</sub>  is near to 19 V, and the optimal operating point (MPP), where the maximum PV  power is produced, is characterized for a PV voltage between 15 V and 16 V,  named V<sub>MPP</sub>. Moreover, the PV current at the MPP is named I<sub>MPP</sub>.</p>       <p>There are several MPPT strategies to find the MPP &#91;1&#93;, where the most  adopted one concerns the Perturb and Observe (P&amp;O) technique &#91;2&#93;, which  modifies the PV voltage in the direction that generates a positive change in  the PV power. The P&amp;O flowchart is given in <a href="#Figura3">figure 3(a)</a> &#91;1&#93;.</p>          <p align="center"><a name="Figura3"></a><img src="img/revistas/rfiua/n64/n64a04i03.gif" ></p>          <p>In addition, <a href="#Figura3">figure 3(b)</a> describes the classical  scheme for grid-connected PV applications &#91;2&#93; where the DC/DC converter is  regulated by means of the P&amp;O algorithm &#91;1, 2, 4&#93;.</p>       ]]></body>
<body><![CDATA[<p> An important condition to select the DC/DC converter in <a href="#Figura3">figure 3(b)</a> is  the desired DC- link voltage at the input of the inverter, which regulates the  voltage V<sub>b</sub> of the bulk capacitor C<sub>b</sub>. In this way, typical  Boost, Buck, and Buck-Boost topologies are widely adopted, but the output  voltage of a PV system based on such converters is not the same. Such a  condition can be addressed by a proper selection of the inverter, e.g. Buck,  Boost, or Buck-Boost inverter. Moreover, a structural reorganization of the PV  array can be used to achieve a desired inverter input voltage.</p>          <p><b><i>MPPT based on a Boost converter</i></b></p>          <p>The electrical scheme of the Boost converter based  MPPT approach is depicted in <a href="#Figura4">figure 4</a>, where a synchronous configuration has  been adopted since it provides a higher efficiency than the classical Boost.  Such a circuit models the closed-loop inverter by a voltage source, and the  parasitic resistances of the inductor and MOSFETs have been collected into the  R<sub>L</sub> resistor &#91;6&#93;.</p>          <p align="center"><a name="Figura4"></a><img src="img/revistas/rfiua/n64/n64a04i04.gif" ></p>          <p>From the steady-state analysis of <a href="#Figura4">figure 4</a> circuit,  and considering the PV panel operating at its MPP, V<sub>PV</sub> = V<sub>MPP</sub>,  and I<sub>PV</sub>=I <sub>MPP</sub>, the inductor current i<sub>L</sub> is  given by I<sub>BO</sub> = I<sub>MPP</sub>, and the duty cycle D<sub>BO</sub> required to operate in  such MPP considering a regulated DC-link voltage V<sub>b</sub> is</p>          <p><img src="img/revistas/rfiua/n64/n64a04e02.gif"></p>          <p>Then, the power losses on this Boost MPPT approach at  the PV panel MPP is calculated as</p>          <p><img src="img/revistas/rfiua/n64/n64a04e03.gif"></p>          <p><b><i>MPPT based on a Buck converter</i></b></p>          <p>The Buck converter based MPPT approach is depicted  in <a href="#Figura5">figure 5</a>, where again a synchronous configuration has been adopted with a  single R<sub>L</sub> resistor. From its circuital steady-state analysis, the  inductor current is I<sub>BU</sub> = I<sub>MPP</sub> /D<sub>BU</sub>, and the duty cycle and power losses at the MPP for this Buck based MPPT  approach are given by (4) and (5), respectively.</p>          ]]></body>
<body><![CDATA[<p align="center"><a name="Figura5"></a><img src="img/revistas/rfiua/n64/n64a04i05.gif" ></p>       <p><img src="img/revistas/rfiua/n64/n64a04e04.gif"></p>          <p><b><i>MPPT based on a Buck-Boost converter</i></b></p>          <p>The  Buck-Boost converter based MPPT approach, based on a non-inverting synchronous  configuration, is depicted in <a href="#Figura6">figure 6</a>. From its steady-state analysis, the  inductor current at the MPP is I<sub>BB</sub> = I<sub>MPP</sub>/D<sub>BB</sub>,  while the duty cycle D<sub>BB</sub> and power losses P<sub>LOSS,BB</sub> &nbsp;are:</p>          <p><img src="img/revistas/rfiua/n64/n64a04e06.gif"></p>       <p align="center"><a name="Figura6"></a><img src="img/revistas/rfiua/n64/n64a04i06.gif" ></p>          <p><b><i>Efficiency comparison and considerations</i></b></p>          <p>Considering a BP585 half module with I<sub>SC</sub>  = 5 A, V<sub>OC</sub> &nbsp;= 11 05 V, V<sub>MPP</sub>  = 9 V, I<sub>MPP</sub> = 4. 72 A maximum power P<sub>MPP</sub>, = 42.48 W, and a realistic R<sub>L</sub> within &#91;25, 250&#93; m&Omega;, the efficiencies of the Boost, Buck and Buck-boost  PV interfaces are depicted in <a href="#Figura7">figure 7(a)</a>, <a href="#Figura7">7(b)</a> and <a href="#Figura7">7(c)</a>, respectively.</p>          <p align="center"><a name="Figura7"></a><img src="img/revistas/rfiua/n64/n64a04i07.gif" ></p>          <p>Since <a href="#Figura7">figure 7</a> analyses consider different DC- link  voltages, different inverters must be adopted to provide the same grid voltage:  in the Boost based MPPT a Buck inverter &#91;4&#93; is required, in the Buck based MPPT  a Boost inverter is required &#91;7&#93;, and in the Buck-Boost based MPPT a Buck-Boost  inverter is needed &#91;8&#93;. To illustrate the analyses, 9 V peak-output voltage  inverters are considered: for the Buck inverter it implies an input-output  voltage relation M(D) = 1/2, or a duty cycle of 50 %; in the Buck inverter M(D)  = 2 corresponds to the same duty cycle; and in Buck-Boost PWM inverters a duty  cycle of 50 % represents M(D) = 1. Therefore, the adopted DC/DC converters  operating with the selected inverters are equivalent systems.</p>       ]]></body>
<body><![CDATA[<p><a href="#Figura7">Figure 7</a> analyses show that the efficiencies of the Buck and Buck-Boost  solutions depend on the adopted DC-link voltage, while the Boost solution has  an almost constant efficiency. From such curves it is also concluded that the  Boost solution is the most efficient one. To analytically verify such an  hypothesis, the solutions power losses are normalized for the P<sub>MPP</sub> =  I<sub>MPP</sub> .V<sub>MPP</sub> to define the losses factor <i>&beta;</i> = P<sub>LOSS</sub>/P<sub>MPP</sub> for the Boost <i>&beta;</i><sub>BO</sub> Buck <i>&beta;</i><sub>BU</sub>  and Buck-boost <i>&beta;</i><sub>BB</sub> cases</p>          <p><img src="img/revistas/rfiua/n64/n64a04e08.gif"></p>          <p>Where <i>&beta;</i><sub>BO</sub>&nbsp; &lt; &nbsp;<i>&beta;</i><sub>BU</sub>&nbsp;  and <i>&beta;</i><sub>BO</sub>  &lt; &nbsp;<i>&beta;</i><sub>BB</sub>  for the same condition because D<sub>BU</sub> &nbsp;&lt; 1 and D<sub>BB</sub> &lt; 1, &nbsp;which confirms that the Boost interface is the  most efficient. Similarly, at the same DC-link voltage D<sub>BU</sub> &gt; D<sub>BB</sub>  whlch leads to <i>&beta;</i><sub>BU</sub> &lt;<i> &beta;</i><sub>BB</sub>.</p>          <p>&nbsp;</p>     <p><font size="3"><b>Mismatching phenomenon and distributed MPPT</b></font></p>      <p>In the experiments and simulations of <a href="#Figura2">figure 2(b)</a> both  PV modules exhibit the same irradiance conditions, but in real applications  some PV modules can be shaded &#91;5&#93; by external objects generating different  short-circuit currents. This phenomenon, named <i>Mismatching</i>, can produce hot spots that  degrade the PV panel, and commercial PV manufactures include bypassing diodes  to reduce such effect &#91;3&#93;, In example, the BP585 has two bypass diodes as  depicted in <a href="#Figura8">figure 8</a>, and if a PV module is shaded, the associated diode is  activated for i<sub>1</sub> &gt; I<sub>SC1</sub> or i<sub>2</sub> &gt; I<sub>SC2</sub>.</p>      <p align="center"><a name="Figura8"></a><img src="img/revistas/rfiua/n64/n64a04i08.gif" ></p>      <p><a href="#Figura9">Figure 9</a> presents the BP585 simulation for multiple  mismatching conditions: a reference irradiance S<sub>0</sub> = 1000 W/m<sup>2</sup>  was adopted, and the irradiance of the first and second modules, S<sub>M1</sub> and  S<sub>M2</sub>, is given by the irradiance ratio <i>&beta;</i><sub>S</sub> = S<sub>M1</sub>/S<sub>M2</sub>, where S<sub>M1</sub>  = K<sub>S1</sub> <sup><b>.</b></sup> S<sub>0</sub> &nbsp;and S<sub>M2</sub>  = K<sub>S2</sub><sup><b>.</b></sup> S<sub>0</sub>&nbsp; with&nbsp; K<sub>S1</sub> = &#91;0.98, 0.96, 0.94, 0.92,  0.90, 1.00&#93; and K<sub>S2</sub> = &#91;0.80, 0.60, 0.40, 0.20, 0.00, 1.00&#93;.</p>      <p align="center"><a name="Figura9"></a><img src="img/revistas/rfiua/n64/n64a04i09.gif" ></p>      <p>It is noted that the first module exhibits a higher  irradiance than the second one, which is eventually bypassed. <a href="#Figura9">Figure 9(a)</a> also  presents the activation of the second bypass diode when i<sub>2</sub> &gt; I<sub>SC2</sub>,  producing power curves with two maximum points &#91;3, 5&#93;, In uniform conditions,  <i>&beta;</i><sub>S</sub> = 1, or with a module totally shaded, <i>&beta;</i><sub>S</sub> = 0, the PV panel exhibits a single maximum.  Moreover, the global maximum could be at the first or second peak depending on  <i>&beta;</i><sub>S</sub>, which could confuse the P&amp;O  controller. In addition, since the shaded  PV module could be bypassed, there is not possible to extract the  maximum achievable power P<sub>DMPP</sub>  represented by the sum of the modules P<sub>MPP</sub>.</p>       ]]></body>
<body><![CDATA[<p>To obtain the P<sub>DMPP</sub>  each PV module can be associated to a DC/DC converter to extract all the P<sub>MPP</sub>. Such a solution is known as Distributed Maximum Power Point Tracking or DMPPT  &#91;3&#93;. <a href="#Figura10">Figure 10</a> describes the structure of a DMPPT solution based on classical  DC/DC converters, where the DC/DC converters outputs are connected in series,  but it is also possible to connect the converters outputs in parallel &#91;5&#93;.  <a href="#Figura11">Figure 11</a> shows simulations on the same conditions of <a href="#Figura9">figure 9</a> but adopting a  DMPPT solution, where a single maximum exists since there are no bypass diodes.  Therefore, the DMPPT approach permits to extract the P<sub>DMPP</sub> but the adopted DC/DC  converters impact the output power since Boost, Buck, and Buck-Boost exhibit  different losses.</p>          <p align="center"><a name="Figura10"></a><img src="img/revistas/rfiua/n64/n64a04i10.gif" ></p>       <p align="center"><a name="Figura11"></a><img src="img/revistas/rfiua/n64/n64a04i11.gif" ></p>          <p>The mismatching effect on the adopted two- module  PV array can be also modeled by the difference between the modules MPP currents  I<sub>MPP1</sub> and I<sub>MPP2</sub>, which can be related through a current  factor k<sub>i</sub> = I<sub>MPP2</sub>/ I<sub>MPP1</sub>. Such a factor represents the  level of mismatching between the two modules that is constrained within 0 &le; k<sub>i</sub> &le; 1,  where k<sub>i</sub> = 0 corresponds to a single module totally shaded, while k<sub>i</sub>  = 1 corresponds to uniform conditions. The power losses in the Boost P<sub>LOSS,BO2M</sub>, Buck P<sub>LOSS,BU2M</sub> and Buck-Boost P<sub>LOSS,BB2M</sub>  DMPPT solutions, under mismatching conditions characterized by k<sub>i</sub>  and <i>&Oslash;</i>= R<sub>L</sub><sup><b>.</b></sup> I<sub>MPP1</sub><sup>2</sup>, are given by</p>        <p><img src="img/revistas/rfiua/n64/n64a04e09.gif"></p>        <p>and the derivative of such power losses depending on the k<sub>i</sub> are </p> 	     <p><img src="img/revistas/rfiua/n64/n64a04e10.gif"></p> 	       <p>Where P<sub>LOSS,BO2M</sub>, P<sub>LOSS,BU2M</sub>&nbsp; and P<sub>LOSS,BB2M</sub> are monotonically  increasing functions, which means that the losses increase when the level of  mismatching decrease, therefore the lower losses occur at k<sub>i</sub> = 0, i.e. one  module shaded; and the higher losses occur at k<sub>i</sub> = 1, i.e. uniform conditions. </p>          <p>The efficiency comparison is analyzed by means of the losses factor <I>&beta;</I>, which in this case depends on both power converters losses, P<sub>LOSS,2M</sub>  = P<sub>LOSS1</sub> + P<sub>LOSS2</sub>, and on the total power generated by  the array, P<sub>MPP,2M</sub> = P<sub>MPP1</sub> + P<sub>MPP2</sub>. To simplify  the expressions, the MPP voltages of both PV modules are considered equal, V<sub>MPP1</sub>  &asymp; V<sub>MPP2</sub> &asymp; V<sub>MPP</sub>, &nbsp;which is an acceptable approximation as  reported in <a href="#Figura9">figure 9(b)</a>. The losses factor for the DMPPT based on two Boost &beta;<sub>BO2M</sub>,  two Buck &beta;<sub>BU2M</sub>, and two Buck-Boost converters &beta;<sub>BB2M</sub>, are  given in (11).</p>      <p><img src="img/revistas/rfiua/n64/n64a04e11.gif"></p>      ]]></body>
<body><![CDATA[<p>It is noted that the Boost based DMPPT is the most efficient solution for any operating condition: </p>      <p><img src="img/revistas/rfiua/n64/n64a04e12.gif"></p>        <p>Finally, in mismatching conditions the DMPPT is more  efficient than the classical bypass diodes solution, and in uniform conditions  the bypass diodes solution is the more efficient since it does not introduce  power losses while the DMPPT solution introduces its maximum power losses.</p>       <p>&nbsp;</p>       <p><font size="3"><b>Active bypass converter</b></font></p>          <p>The proposed active bypass (AB) converter is depicted  in <a href="#Figura12">figure 12</a>. It is based in two complementary operated MOSFETs, therefore the  losses are collected in resistor R<sub>L</sub>, and the control structure is  based on a multivariable P&amp;O and a modulator. Moreover, the DC-link and  closed-loop inverter are represented by a voltage source. Since the AB  converter compensates the differences between the PV currents in mismatching  conditions, no bypass diodes are required.</p>          <p align="center"><a name="Figura12"></a><img src="img/revistas/rfiua/n64/n64a04i12.gif" ></p>          <p>In steady-state &#91;6&#93;, the module voltages V<sub>PV1</sub> and V<sub>PV2</sub>, and the system output current I<sub>b</sub>, are</p>          <p><img src="img/revistas/rfiua/n64/n64a04e13.gif"></p>        <p>Where D corresponds to the duty cycle, V<sub>b</sub> to  the AB output voltage, and I<sub>PV1</sub> and I<sub>PV2</sub> represent the  modules currents. From equation (1), the PV module currents are given by I<sub>PV1</sub>  = I<sub>SC1</sub> &#8211; A<sub>1</sub> <sup><b>.</b></sup>&nbsp;exp  (B<sub>1</sub><sup><b>.</b></sup> V<sub>PV1</sub>) and&nbsp; I<sub>PV2</sub>  = I<sub>SC2</sub> - A<sub>2</sub> <sup><b>.</b></sup>exp(B<sub>2</sub> <sup><b>.</b></sup> V<sub>PV2</sub>),  and the AB output current is calculated as</p>         ]]></body>
<body><![CDATA[<p><img src="img/revistas/rfiua/n64/n64a04e14.gif"></p>          <p>The power delivered by the  AB is P<sub>b</sub> = V<sub>b</sub><sup><b>.</b></sup> T<sub>b</sub>, where the second partial  derivative of P<sub>b</sub> is</p>          <p><img src="img/revistas/rfiua/n64/n64a04e15.gif"></p>        <p>From (15) is it noted that the AB power-voltage  curve exhibits a negative concavity for any duty cycle D, therefore there is  always a single maximum that an external MPPT controller is able to track. This  is verified in <a href="#Figura13">figure 13</a>, where uniform and mismatched conditions are  considered, and optimum V<sub>b</sub> and D values exist. Such a condition  requires a multivariable P&amp;O.</p>      <p align="center"><a name="Figura13"></a><img src="img/revistas/rfiua/n64/n64a04i13.gif" ></p>      <p><b><i>AB converter regulation by means of a Multivariable P&amp;O</i></b></p>        <p>It is noted that the AB converter duty cycle defines  the difference between the PV voltages (13), i.e. V<sub>PV1</sub> - V<sub>PV2</sub>,  then to define both PV voltages it is also necessary to set V<sub>b</sub>, i.e.  V<sub>PV1</sub> + V<sub>PV2</sub>. Therefore, both D and V<sub>b</sub> must be  optimized as reported in <a href="#Figura13">figure 13</a>.</p>  From <a href="#Figura12">figure 12</a> it is noted that the AB converter introduces losses due  to R<sub>L</sub>. This aspect has been addressed by optimizing the output power  instead of the individual modules PV powers, which provides two advantages over  traditional DMPPT approaches: first, it is required a single current sensor  instead of dedicated current sensors for each PV modules &#91;3&#93;, Second, the DC/DC  converter operating point is defined to produce lower power losses. To optimize  both D and V<sub>b</sub>, the multivariable P&amp;O (MV-P&amp;O) algorithm  given in <a href="#Figura14">figure 14</a> was adopted, which perturbs one variable, i.e. D or V<sub>b</sub>, and  observes the perturbation effect on the output power.</p>        <p align="center"><a name="Figura14"></a><img src="img/revistas/rfiua/n64/n64a04i14.gif" ></p>        <p><b><i>Efficiency of the DMPPT based on the AB converter</i></b></p>        <p>From the steady state analysis of the AB converter of <a href="#Figura12">figure 12</a>, the inductor current I<sub>d</sub> is given by (16) if the MPP is  ensured in both PV modules, while V<sub>b</sub> fulfills the Kirchhoff law.</p>        ]]></body>
<body><![CDATA[<p><img src="img/revistas/rfiua/n64/n64a04e16.gif"></p>        <p>Since grid-connected inverters normally provide a V<sub>b</sub>  controller Gv, the condition given in (16) is achieved by generating Gv  reference by means of MV-P&amp;O, where the MV-P&amp;O optimizes V<sub>b</sub>.</p>      <p>To operate the AB on the MPP for both PV modules, AB duty cycle is given  by (17), and the associated AB power losses are given in (18).</p>        <p><img src="img/revistas/rfiua/n64/n64a04e17.gif"></p>        <p>Since in the AB solution the inductor current is  lower or equal than in the Boost case, a similar R<sub>L</sub> is considered for the analysis. The derivative of (18) is given by</p>        <p><img src="img/revistas/rfiua/n64/n64a04e19.gif"></p>        <p>which implies that the AB power losses are given by a  monotonically decreasing function, whose maximum is obtained at k<sub>i</sub> = 0 that  corresponds to the minimum losses in the Boost case for the same conditions  (9)-(10). The minimum losses in the AB converter are obtained at k<sub>i</sub> = 1  condition, being near to zero. From (18) and (19) it is noted that the AB  solution provides a trade-off between bypass diodes and classical DMPPT  approaches: in mismatching conditions, i.e. 0 &le; k<sub>i</sub> &le; 1, the AB solution allows  to track the global MPP as in the DMPPT; while in uniform conditions, i.e. k<sub>i</sub>  = 1, the AB system does not introduce power losses as the bypass diodes.</p>        <p> The efficiency comparison of the AB based DMPPT with the classical DMPPT  is performed by means of the losses factor <I>&beta;</I><sub>AB2M</sub>, which in this  case depends on the AB power losses, P<sub>Loss,AB</sub>, and on P<sub>MPP,2M</sub> =  P<sub>MPP1</sub> + P<sub>MPP2</sub>. To provide a fair comparison, the MPP  voltages of both PV modules have been considered equal, obtaining the <I>&beta;</I><sub>AB2M</sub>  &nbsp;in (20), which is always smaller  than the Boost DMPPT losses factor (11), i.e. &forall; &nbsp;k<sub>i</sub> &gt;0 &rArr;<I> &beta;</I><sub>AB2M</sub> &lt; <I>&beta;</I><sub>BO2M</sub>.  Therefore, the AB solution is more efficient in uniform and mismatched  conditions, but exhibits the same efficiency when a PV module is totally  shaded. Moreover, the relative losses factor <I>&beta;</I><sub>BO,AB </sub>(20) confirms  that the AB approach is more efficient than the Boost solution for any k<sub>i</sub>  &gt; 0 condition.</p>      <p><b><i>Antifungal bioassay</i></b></p>        <p><img src="img/revistas/rfiua/n64/n64a04e20.gif"></p>        ]]></body>
<body><![CDATA[<p>Also, since the Boost solution is the most efficient  option among the traditional DMPPT, the AB solution is a general improvement.  But the AB output voltage is equal to the sum of the PV voltages, therefore a  Buck, Boost or Buck- Boost inverter is required to reach the grid voltage,  which is similar to the bypass diodes approach.</p>        <p><a href="#Figura15">Figure 15(a)</a> plots the analyses given in (9), (18), and (20), which  confirm that the AB solution is the most efficient one. In addition, it is also  observed that the AB approach does not introduce power losses in uniform  conditions, i.e. k<sub>i</sub> = 1. Similarly, figure 15(b) depicts the <I>&beta;</I><sub>BO,AB</sub>  behavior, where it is noted that the AB power losses are smaller than in the  Boost solution. Finally, equation (20) and <a href="#Figura15">figure 15</a> demonstrate the improved  efficiency of the AB based DMPPT.</p>        <p align="center"><a name="Figura15"></a><img src="img/revistas/rfiua/n64/n64a04i15.gif" ></p>        <p>&nbsp;</p>        <p><font size="3"><b>Simulation results</b></font></p>        <p>The previous analyses have been validated by means of  simulations based on realistic and non&#8211;linear circuital simulations performed  in the power electronics simulator PSIM. The simulations consider BP585 modules  under the mismatched conditions given in <a href="#Figura9">figure 9</a> with <I>&beta;</I><sub>S</sub> = 0.43, <I>&beta;</I><sub>S</sub>=  1.0, and <I>&beta;</I><sub>S</sub>= 0.0. The simulations include the bypass diodes solution  with a P&amp;O algorithm, a Boost based DMPPT with the MV-P&amp;O algorithm,  and the proposed AB-based DMPPT with the MV-P&amp;O algorithm. Finally, the  simulations also consider the converters dynamics.</p>       <p> The simulations where carried out for dynamic  irradiance conditions: from 10 ms to 20 ms the mismatched condition <I>&beta;</I><sub>S</sub>=  0.43 is imposed, then the uniform condition <I>&beta;</I><sub>S</sub>= 1.0 is present  between 20 ms and 35 ms, returning to <I>&beta;</I><sub>S</sub>= 0.43 from 35 ms to 45 ms,  and finally the second PV module is totally shadcd <I>&beta;</I><sub>S</sub> = 0.0 from 45  ms. <a href="#Figura16">Figure 16</a> shows the simulation results, where in both DMPPT solutions the  PV voltage of the first module is near the MPP voltage, which corresponds to  the half of V<sub>MPP</sub>  reported in <a href="#Figura2">figure 2(b)</a>. But in such mismatched condition the bypass diodes  operates at the second peak of the power-voltage curve of <a href="#Figura9">figure 9</a>, imposing a  large voltage. Similarly, the voltage of the second PV module reports that the  three solutions follow the V<sub>MPP</sub>. But from 45 ms, when the second PV  module is totally shaded, the DMPPT solutions drive to zero V<sub>PV2</sub>  because such a module does not produce power, while the bypass diodes takes  more time to reach such a condition, wasting energy.</p>          <p align="center"><a name="Figura16"></a><img src="img/revistas/rfiua/n64/n64a04i16.gif" ></p>           <p>Moreover, the AB converter drives V<sub>b</sub> to  its optimal value for the mismatching level, while the bypass diodes P&amp;O  drives V<sub>b</sub> to one of the power peaks. In uniform conditions both AB  and bypass diodes impose the same DC-link voltage, where V<sub>b</sub> = V<sub>MPP1</sub>  +V<sub>MPP2</sub> is ensured. In addition, the voltage boosting of the  Boost based DMPPT is illustrated by a larger V<sub>b</sub>.</p>        <p>The simulations also reportahighpowerproduction of the DMPPT solutions  compared with the bypass diodes. In addition, the AB solution produces higher  energy than the traditional DMPPT for any mismatched condition: at <I>&beta;</I><sub>S</sub>=  0.43 the AB delivers 3.2% more energy than the other DMPPT and 52.5 % more  energy than the bypass diodes. Similarly, at <I>&beta;</I><sub>S</sub>= 1.0 the AB provides  5.2 % more energy than the typical DMPPT, while at <I>&beta;</I><sub>S</sub> = 0.0 the AB  provides the same energy than the classical DMPPT. Such results confirm that  the AB based DMPPT exhibits the best characteristics of both bypass diodes and  classical DMPPT solutions: small losses at uniform conditions and global  maximum power. Finally, for the 45 ms simulated, the AB produces 2670.6 J,  while the Boost and bypass diodes solutions provide 2577 J and 1914.1 J,  respectively.</p>        ]]></body>
<body><![CDATA[<p>&nbsp;</p>        <p><font size="3"><b>Conclusions</b> </font></p>         <p>This paper proposes an active bypass structure to  perform DMPPT. In comparison with traditional bypass diodes solution, under the  same mismatching conditions, the AB solution provides higher power and exhibits  similar power losses at uniform conditions. It has been demonstrated that the  AB system eliminates the multiple peaks condition that occurs in mismatching  situations, therefore an external MPPT controller is able to reach the maximum  power for any mismatching condition. Similarly, it has been demonstrated that  AB based DMPPT systems produce lower power losses than solutions based on  typical DC/ DC converters.</p>        <p>&nbsp;</p>      <p><font size="3"><b>Acknowledgements</b> </font></p>      <p>This work was supported by VECTORIAL- MPPT project of  the Universidad Nacional de Colombia.</p>      <p>&nbsp;</p>      <p><font size="3"><b>References</b> </font></p>      <!-- ref --><p>1. N. Femia, G. Petrone, G. Spagnuolo, M. Vitelli. ''Optimization of  perturb and observe maximum power point tracking method.'' <i>IEEE Transactions on Power  Electronics</i>. Vol. 20. 2005. pp. 963-973.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000131&pid=S0120-6230201200030000400001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></p>       ]]></body>
<body><![CDATA[<!-- ref --><p>2. N. Femia, G. Petrone, G. Spagnuolo, M. Vitelli. ''A  Technique for Improving P&amp;O MPPT Performances of Double-Stage  Grid-Connected Photovoltaic Systems.'' <i>IEEE  Transactions on Industrial Electronics</i>. Vol. 56. 2009 pp.  4473-4482.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000133&pid=S0120-6230201200030000400002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></p>       <!-- ref --><p>3. N. Femia, G. Lisi, G. Petrone, G.  Spagnuolo, M. Vitelli. ''Distributed Maximum Power Point Tracking of Photovoltaic  Arrays: Novel Approach and System Analysis.'' <i>IEEE Transactions on Industrial  Electronics</i>. Vol. 55. 2008. pp. 2610-2621.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000135&pid=S0120-6230201200030000400003&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></p>       <!-- ref --><p>4. M. Fortunato, A. Giustiniani, G. Petrone, G.  Spagnuolo, M. Vitelli. ''Maximum Power Point Tracking in a One-  Cycle-Controlled Single-Stage Photovoltaic Inverter.'' <i>IEEE Transactions on Industrial  Electronics</i>. Vol. 55. 2008. pp. 2684-2693.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000137&pid=S0120-6230201200030000400004&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></p>       <!-- ref --><p>5. G. Petrone, C. Ramos. ''Modeling of photovoltaic  fields in mismatched conditions for energy yield evaluations.'' <i>Electric Power Systems Research</i>.  Vol. 81. 2011. pp. 1003-1013.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000139&pid=S0120-6230201200030000400005&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></p>      <!-- ref --><p> 6. R. Erickson, D. Maksimovic. <i>Fundamentals of power electronics</i>.  Ed. Springer, 2<sup>nd</sup>, New York. 2001, pp. 11&#8211;50.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000141&pid=S0120-6230201200030000400006&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></p>       ]]></body>
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