<?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>0123-7799</journal-id>
<journal-title><![CDATA[TecnoLógicas]]></journal-title>
<abbrev-journal-title><![CDATA[TecnoL.]]></abbrev-journal-title>
<issn>0123-7799</issn>
<publisher>
<publisher-name><![CDATA[Instituto Tecnológico Metropolitano - ITM]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0123-77992022000300200</article-id>
<article-id pub-id-type="doi">10.22430/22565337.2418</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Integración Óptima de Generadores Fotovoltaicos en Sistemas de Distribución DC a través de la Aplicación del Algoritmo de Optimización Aritmética Modificado]]></article-title>
<article-title xml:lang="en"><![CDATA[Optimal Integration of Photovoltaic Sources in DC Distribution Networks through the Application of The Modified Arithmetic Optimization Algorithm]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Solera Losada]]></surname>
<given-names><![CDATA[Nixon Andrés]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Villalba Jaramillo]]></surname>
<given-names><![CDATA[Juan Pablo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Montoya]]></surname>
<given-names><![CDATA[Oscar Danilo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Distrital Francisco José de Caldas  ]]></institution>
<addr-line><![CDATA[Bogotá ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Distrital Francisco José de Caldas  ]]></institution>
<addr-line><![CDATA[Bogotá ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Distrital Francisco José de Caldas  ]]></institution>
<addr-line><![CDATA[Bogotá ]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2022</year>
</pub-date>
<volume>25</volume>
<numero>55</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0123-77992022000300200&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0123-77992022000300200&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0123-77992022000300200&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen En este artículo se aborda el problema de ubicación y dimensionamiento óptimo de generadores fotovoltaicos (PV) en redes de corriente continua (CC) con el objetivo de minimizar los costos de inversión y operación de la red para la empresa de distribución de energía en un horizonte de operación de 20 años. Este problema es presentado mediante un modelo matemático de programación no lineal entera mixta (PNLEM), el cual se resuelve mediante la aplicación de una metodología de optimización del tipo maestro-esclava. La etapa maestra corresponde a una versión mejorada del algoritmo de optimización aritmética que incluye una etapa de exploración y explotación del espacio de solución que involucra la generación de nuevas soluciones a partir de la aplicación de funciones de distribución gaussiana alrededor de actual x  best  t en cada iteración t. En la etapa esclava se emplea el algoritmo de flujo de potencia especializado para redes de CC, el cual permite evaluar cada posible solución obtenida de la etapa maestra en relación con la ubicación (nodos) y el dimensionamiento de los generadores PV (tamaños), y verificar que todas las restricciones asociadas al modelo de PNLEM se cumplan. El resultado principal de esta investigación corresponde a una metodología mejorada basada en la combinación del algoritmo de optimización aritmética y las funciones de distribución gaussiana para mejorar las etapas de exploración y explotación del espacio de soluciones y encontrar soluciones de mejor calidad que las reportadas en la literatura especializada. En conclusión, los resultados numéricos en los sistemas de prueba IEEE 33 e IEEE 69 nodos demostraron que el algoritmo de optimización propuesto mejoró los resultados existentes en la literatura especializada para la ubicación y el dimensionamiento de fuentes PV en sistemas de distribución de CC, lo cual genera un nuevo punto de referencia para futuras investigaciones en esta temática.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract This paper addresses the problem regarding the optimal siting and sizing of photovoltaic (PV) generators in direct current (DC) networks, with the purpose of minimizing the network&#8217;s investment and operation costs assumed by the energy distribution company for a planning horizon of 20 years. This problem is presented by means of a mixed-integer nonlinear programming (MINLP) mathematical model, which is solved by implementing a master-slave optimization methodology. The master stage corresponds to an improved version of the arithmetic optimization algorithm, which includes a solution space exploration and exploitation phase that involves generating new solutions based on applying Gaussian distribution functions around the current x  best  t in each iteration t. The slave stage employs a power flow algorithm specialized for DC grids, which allows evaluating each possible solution obtained in the master stage with regard to PV generator siting (nodes) and sizing, as well as verifying that all constraints associated with the MINLP model are fulfilled. The main result of this research corresponds to an improved methodology that is based on combining the arithmetic optimization algorithm and the Gaussian distribution functions in order to improve the solution space exploration and exploitation phases and find solutions with better quality than those reported in the specialized literature. In conclusion, the numerical results obtained in the IEEE 33- and IEEE 69-node test systems demonstrated that the proposed optimization algorithm improved the results of the specialized literature with regard to the location and sizing of PV sources in DC distribution systems, which sets a new point of reference for future research on this subject.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Algoritmo de optimización aritmética]]></kwd>
<kwd lng="es"><![CDATA[flujo de potencia]]></kwd>
<kwd lng="es"><![CDATA[generación de energía solar]]></kwd>
<kwd lng="es"><![CDATA[redes de distribución]]></kwd>
<kwd lng="es"><![CDATA[reducción de costos fotovoltaicos]]></kwd>
<kwd lng="en"><![CDATA[Arithmetic optimization algorithm]]></kwd>
<kwd lng="en"><![CDATA[power flow solution]]></kwd>
<kwd lng="en"><![CDATA[solar power generation]]></kwd>
<kwd lng="en"><![CDATA[power distribution network]]></kwd>
<kwd lng="en"><![CDATA[photovoltaic cost reduction]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<label>[1]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nanda]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Implications of Carbon Tax on Generation Expansion Plan &amp; GHG Emission: A Case Study on Indian Power Sector]]></article-title>
<source><![CDATA[International Journal of Emerging Electric Power Systems]]></source>
<year>2005</year>
<volume>3</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B2">
<label>[2]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mosbah]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Khattara]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Becherif]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Arif]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal PV Location Choice Considering Static and Dynamic Constraints]]></article-title>
<source><![CDATA[International Journal of Emerging Electric Power Systems]]></source>
<year>2017</year>
<volume>18</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B3">
<label>[3]</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Srisaen]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Sangswang]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Effects of PV Grid-Connected System Location on a Distribution System]]></source>
<year></year>
<conf-name><![CDATA[ APCCAS 2006 - 2006 IEEE Asia Pacific Conference on Circuits and Systems]]></conf-name>
<conf-date>Dec. 2006</conf-date>
<conf-loc> </conf-loc>
<page-range>852-5</page-range></nlm-citation>
</ref>
<ref id="B4">
<label>[4]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kefale]]></surname>
<given-names><![CDATA[H. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Getie]]></surname>
<given-names><![CDATA[E. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Eshetie]]></surname>
<given-names><![CDATA[K. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Design of Grid-Connected Solar Photovoltaic System Using Selective Particle Swarm Optimization]]></article-title>
<source><![CDATA[International Journal of Photoenergy]]></source>
<year>2021</year>
<volume>2021</volume>
<page-range>1-9</page-range></nlm-citation>
</ref>
<ref id="B5">
<label>[5]</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kaipia]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Salonen]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Lassila]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Partanen]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Possibilities of the low voltage DC distribution systems]]></source>
<year></year>
<conf-name><![CDATA[ Nordac, Nordic Distribution and Asset Management Conference]]></conf-name>
<conf-date>2006</conf-date>
<conf-loc> </conf-loc>
<page-range>1-10</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>[6]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ivanov]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Neagu]]></surname>
<given-names><![CDATA[B. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Grigoras]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Scarlatache]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Gavrilas]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Metaheuristic Algorithm for Flexible Energy Storage Management in Residential Electricity Distribution Grids]]></article-title>
<source><![CDATA[Mathematics]]></source>
<year>2021</year>
<volume>9</volume>
<numero>19</numero>
<issue>19</issue>
<page-range>2375</page-range></nlm-citation>
</ref>
<ref id="B7">
<label>[7]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Moradi]]></surname>
<given-names><![CDATA[M. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Abedini]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A combination of genetic algorithm and particle swarm optimization for optimal DG location and sizing in distribution systems]]></article-title>
<source><![CDATA[International Journal of Electrical Power &amp; Energy Systems]]></source>
<year>2012</year>
<volume>34</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>66-74</page-range></nlm-citation>
</ref>
<ref id="B8">
<label>[8]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kollu]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Rayapudi]]></surname>
<given-names><![CDATA[S. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Sadhu]]></surname>
<given-names><![CDATA[V. L. N.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A novel method for optimal placement of distributed generation in distribution systems using HSDO]]></article-title>
<source><![CDATA[International Transactions on Electrical Energy Systems]]></source>
<year>2014</year>
<volume>24</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>547-61</page-range></nlm-citation>
</ref>
<ref id="B9">
<label>[9]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kaur]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Kumbhar]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Sharma]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A MINLP technique for optimal placement of multiple DG units in distribution systems]]></article-title>
<source><![CDATA[International Journal of Electrical Power &amp; Energy Systems]]></source>
<year>2014</year>
<volume>63</volume>
<page-range>609-17</page-range></nlm-citation>
</ref>
<ref id="B10">
<label>[10]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sultana]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Roy]]></surname>
<given-names><![CDATA[P. K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multi-objective quasi-oppositional teaching learning based optimization for optimal location of distributed generator in radial distribution systems]]></article-title>
<source><![CDATA[International Journal of Electrical Power &amp; Energy Systems]]></source>
<year>2014</year>
<volume>63</volume>
<page-range>534-45</page-range></nlm-citation>
</ref>
<ref id="B11">
<label>[11]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gupta]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Saxena]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Soni]]></surname>
<given-names><![CDATA[B. P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Placement Strategy of Distributed Generators based on Radial Basis Function Neural Network in Distribution Networks]]></article-title>
<source><![CDATA[Procedia Comput Sci]]></source>
<year>2015</year>
<volume>57</volume>
<page-range>249-57</page-range></nlm-citation>
</ref>
<ref id="B12">
<label>[12]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mohanty]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Tripathy]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A teaching learning based optimization technique for optimal location and size of DG in distribution network]]></article-title>
<source><![CDATA[Journal of Electrical Systems and Information Technology]]></source>
<year>2016</year>
<volume>3</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>33-44</page-range></nlm-citation>
</ref>
<ref id="B13">
<label>[13]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sultana]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Roy]]></surname>
<given-names><![CDATA[P. K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Krill herd algorithm for optimal location of distributed generator in radial distribution system]]></article-title>
<source><![CDATA[Appl Soft Comput]]></source>
<year>2016</year>
<volume>40</volume>
<page-range>391-404</page-range></nlm-citation>
</ref>
<ref id="B14">
<label>[14]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nguyen]]></surname>
<given-names><![CDATA[T. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Dieu]]></surname>
<given-names><![CDATA[V. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Vasant]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Symbiotic Organism Search Algorithm for Optimal Size and Siting of Distributed Generators in Distribution Systems]]></article-title>
<source><![CDATA[International Journal of Energy Optimization and Engineering]]></source>
<year>2017</year>
<volume>6</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>1-28</page-range></nlm-citation>
</ref>
<ref id="B15">
<label>[15]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[El-Zonkoly]]></surname>
<given-names><![CDATA[A. M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal placement of multi-distributed generation units including different load models using particle swarm optimization]]></article-title>
<source><![CDATA[Swarm Evol Comput]]></source>
<year>2011</year>
<volume>1</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>50-9</page-range></nlm-citation>
</ref>
<ref id="B16">
<label>[16]</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Deshmukh]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Kalage]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Optimal Placement and Sizing of Distributed Generator in Distribution System Using Artificial Bee Colony Algorithm]]></source>
<year></year>
<conf-name><![CDATA[ 2018 IEEE Global Conference on Wireless Computing and Networking (GCWCN)]]></conf-name>
<conf-date>Nov. 2018</conf-date>
<conf-loc> </conf-loc>
<page-range>178-81</page-range></nlm-citation>
</ref>
<ref id="B17">
<label>[17]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bayat]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Bagheri]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal active and reactive power allocation in distribution networks using a novel heuristic approach]]></article-title>
<source><![CDATA[Appl Energy]]></source>
<year>2019</year>
<volume>233-234</volume>
<page-range>71-85</page-range></nlm-citation>
</ref>
<ref id="B18">
<label>[18]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sellami]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Sher]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Neji]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An improved MOPSO algorithm for optimal sizing &amp; placement of distributed generation: A case study of the Tunisian offshore distribution network (ASHTART)]]></article-title>
<source><![CDATA[Energy Reports]]></source>
<year>2022</year>
<volume>8</volume>
<page-range>6960-75</page-range></nlm-citation>
</ref>
<ref id="B19">
<label>[19]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Melgar Dominguez]]></surname>
<given-names><![CDATA[O. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Pourakbari Kasmaei]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Lavorato]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Mantovani]]></surname>
<given-names><![CDATA[J. R. S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal siting and sizing of renewable energy sources, storage devices, and reactive support devices to obtain a sustainable electrical distribution systems]]></article-title>
<source><![CDATA[Energy Systems]]></source>
<year>2018</year>
<volume>9</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>529-50</page-range></nlm-citation>
</ref>
<ref id="B20">
<label>[20]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shahzad]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Akram]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Arif]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Khan]]></surname>
<given-names><![CDATA[U.]]></given-names>
</name>
<name>
<surname><![CDATA[Ullah]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Siting and Sizing of Distributed Generators by Strawberry Plant Propagation Algorithm]]></article-title>
<source><![CDATA[Energies]]></source>
<year>2021</year>
<volume>14</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>1744</page-range></nlm-citation>
</ref>
<ref id="B21">
<label>[21]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Reddy]]></surname>
<given-names><![CDATA[P. D. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Reddy]]></surname>
<given-names><![CDATA[V. C. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Manohar]]></surname>
<given-names><![CDATA[T. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Application of flower pollination algorithm for optimal placement and sizing of distributed generation in Distribution systems]]></article-title>
<source><![CDATA[Journal of Electrical Systems and Information Technology]]></source>
<year>2016</year>
<volume>3</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>14-22</page-range></nlm-citation>
</ref>
<ref id="B22">
<label>[22]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Amigue]]></surname>
<given-names><![CDATA[F. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Essiane]]></surname>
<given-names><![CDATA[S. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Ngoffe]]></surname>
<given-names><![CDATA[S. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Nelem]]></surname>
<given-names><![CDATA[A. T.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Placement and Sizing of Distributed Energy Generation in an Electrical Network Using the Hybrid Algorithm of Bee Colonies and Newton Raphson]]></article-title>
<source><![CDATA[Journal of Power and Energy Engineering]]></source>
<year>2020</year>
<volume>08</volume>
<numero>06</numero>
<issue>06</issue>
<page-range>9-21</page-range></nlm-citation>
</ref>
<ref id="B23">
<label>[23]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Abualigah]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Diabat]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Mirjalili]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Abd Elaziz]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Gandomi]]></surname>
<given-names><![CDATA[A. H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Arithmetic Optimization Algorithm]]></article-title>
<source><![CDATA[Comput Methods Appl Mech Eng]]></source>
<year>2021</year>
<volume>376</volume>
<page-range>113609</page-range></nlm-citation>
</ref>
<ref id="B24">
<label>[24]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cortés-Caicedo]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Molina-Martin]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Grisales-Noreña]]></surname>
<given-names><![CDATA[L. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Montoya]]></surname>
<given-names><![CDATA[O. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández]]></surname>
<given-names><![CDATA[J. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Design of PV Systems in Electrical Distribution Networks by Minimizing the Annual Equivalent Operative Costs through the Discrete-Continuous Vortex Search Algorithm]]></article-title>
<source><![CDATA[Sensors]]></source>
<year>2022</year>
<volume>22</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>851</page-range></nlm-citation>
</ref>
<ref id="B25">
<label>[25]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Khoso]]></surname>
<given-names><![CDATA[A. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Shaikh]]></surname>
<given-names><![CDATA[M. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Hashmani]]></surname>
<given-names><![CDATA[A. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A New and Efficient Nonlinear Solver for Load Flow Problems]]></article-title>
<source><![CDATA[Engineering, Technology &amp; Applied Science Research]]></source>
<year>2020</year>
<volume>10</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>5851-6</page-range></nlm-citation>
</ref>
<ref id="B26">
<label>[26]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhou]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Ai]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
<name>
<surname><![CDATA[Yousif]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Two kinds of decentralized robust economic dispatch framework combined distribution network and multi-microgrids]]></article-title>
<source><![CDATA[Appl Energy]]></source>
<year>2019</year>
<volume>253</volume>
<page-range>113588</page-range></nlm-citation>
</ref>
<ref id="B27">
<label>[27]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Wan]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhu]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Shao]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A master-slave solving method with adaptive model reformulation technique for water network synthesis using MINLP]]></article-title>
<source><![CDATA[Sep Purif Technol]]></source>
<year>2012</year>
<volume>98</volume>
<page-range>516-30</page-range></nlm-citation>
</ref>
<ref id="B28">
<label>[28]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Do&#287;an]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Ölmez]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A new metaheuristic for numerical function optimization: Vortex Search algorithm]]></article-title>
<source><![CDATA[Inf Sci (N Y)]]></source>
<year>2015</year>
<volume>293</volume>
<page-range>125-45</page-range></nlm-citation>
</ref>
<ref id="B29">
<label>[29]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Garces]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Uniqueness of the power flow solutions in low voltage direct current grids]]></article-title>
<source><![CDATA[Electric Power Systems Research]]></source>
<year>2017</year>
<volume>151</volume>
<page-range>149-53</page-range></nlm-citation>
</ref>
<ref id="B30">
<label>[30]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Montoya]]></surname>
<given-names><![CDATA[O. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Gil-González]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[On the numerical analysis based on successive approximations for power flow problems in AC distribution systems]]></article-title>
<source><![CDATA[Electric Power Systems Research]]></source>
<year>2020</year>
<volume>187</volume>
<page-range>106454</page-range></nlm-citation>
</ref>
<ref id="B31">
<label>[31]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Monteiro]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Role of Front-End AC/DC Converters in Hybrid AC/DC Smart Homes: Analysis and Experimental Validation]]></article-title>
<source><![CDATA[Electronics]]></source>
<year>2021</year>
<volume>10</volume>
<numero>21</numero>
<issue>21</issue>
<page-range>2601</page-range></nlm-citation>
</ref>
<ref id="B32">
<label>[32]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shen]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Xiang]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Graph-Based Power Flow Method for Balanced Distribution Systems]]></article-title>
<source><![CDATA[Energies]]></source>
<year>2018</year>
<volume>11</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>511</page-range></nlm-citation>
</ref>
<ref id="B33">
<label>[33]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gil-González]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Montoya]]></surname>
<given-names><![CDATA[O. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Grisales-Noreña]]></surname>
<given-names><![CDATA[L. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Perea-Moreno]]></surname>
<given-names><![CDATA[A.-J.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernandez-Escobedo]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Placement and Sizing of Wind Generators in AC Grids Considering Reactive Power Capability and Wind Speed Curves]]></article-title>
<source><![CDATA[Sustainability]]></source>
<year>2020</year>
<volume>12</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>2983</page-range></nlm-citation>
</ref>
<ref id="B34">
<label>[34]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sahin]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Akay]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparisons of metaheuristic algorithms and fitness functions on software test data generation]]></article-title>
<source><![CDATA[Appl Soft Comput]]></source>
<year>2016</year>
<volume>49</volume>
<page-range>1202-14</page-range></nlm-citation>
</ref>
<ref id="B35">
<label>[35]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sahoo]]></surname>
<given-names><![CDATA[R. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Ray]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[PSO based test case generation for critical path using improved combined fitness function]]></article-title>
<source><![CDATA[Journal of King Saud University - Computer and Information Sciences]]></source>
<year>2020</year>
<volume>32</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>479-90</page-range></nlm-citation>
</ref>
<ref id="B36">
<label>[36]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hraiz]]></surname>
<given-names><![CDATA[M. D.]]></given-names>
</name>
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[J. A. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Jiménez Castaneda]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Muhsen]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal PV Size and Location to Reduce Active Power Losses While Achieving Very High Penetration Level With Improvement in Voltage Profile Using Modified Jaya Algorithm]]></article-title>
<source><![CDATA[IEEE J Photovolt]]></source>
<year>2020</year>
<volume>10,</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>1166-74</page-range></nlm-citation>
</ref>
<ref id="B37">
<label>[37]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zheng]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Jia]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Abualigah]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An improved arithmetic optimization algorithm with forced switching mechanism for global optimization problems]]></article-title>
<source><![CDATA[Mathematical Biosciences and Engineering]]></source>
<year>2022</year>
<volume>19</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>473-512</page-range></nlm-citation>
</ref>
<ref id="B38">
<label>[38]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gharehchopogh]]></surname>
<given-names><![CDATA[F. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Maleki]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Dizaji]]></surname>
<given-names><![CDATA[Z. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Chaotic vortex search algorithm: metaheuristic algorithm for feature selection]]></article-title>
<source><![CDATA[Evol Intell]]></source>
<year>2022</year>
<volume>15</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>1777-808</page-range></nlm-citation>
</ref>
<ref id="B39">
<label>[39]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sahoo]]></surname>
<given-names><![CDATA[N. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Prasad]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A fuzzy genetic approach for network reconfiguration to enhance voltage stability in radial distribution systems]]></article-title>
<source><![CDATA[Energy Convers Manag]]></source>
<year>2006</year>
<volume>47</volume>
<numero>18-19</numero>
<issue>18-19</issue>
<page-range>3288-306</page-range></nlm-citation>
</ref>
<ref id="B40">
<label>[40]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Grisales-Noreña]]></surname>
<given-names><![CDATA[L. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Montoya]]></surname>
<given-names><![CDATA[O. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramos-Paja]]></surname>
<given-names><![CDATA[C. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An energy management system for optimal operation of BSS in DC distributed generation environments based on a parallel PSO algorithm]]></article-title>
<source><![CDATA[J Energy Storage]]></source>
<year>2020</year>
<volume>29</volume>
<page-range>101488</page-range></nlm-citation>
</ref>
<ref id="B41">
<label>[41]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Xu]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Sizing of Distributed Generations in DC Microgrids With Comprehensive Consideration of System Operation Modes and Operation Targets]]></article-title>
<source><![CDATA[IEEE Access]]></source>
<year>2018</year>
<volume>6</volume>
<page-range>31129-40</page-range></nlm-citation>
</ref>
<ref id="B42">
<label>[42]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Castiblanco-Pérez]]></surname>
<given-names><![CDATA[C. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Toro-Rodríguez]]></surname>
<given-names><![CDATA[D. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Montoya]]></surname>
<given-names><![CDATA[O. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Giral-Ramírez]]></surname>
<given-names><![CDATA[D. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimal Placement and Sizing of D-STATCOM in Radial and Meshed Distribution Networks Using a Discrete-Continuous Version of the Genetic Algorithm]]></article-title>
<source><![CDATA[Electronics]]></source>
<year>2021</year>
<volume>10</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>1452</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
