<?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>2007-7467</journal-id>
<journal-title><![CDATA[RIDE. Revista Iberoamericana para la Investigación y el Desarrollo Educativo]]></journal-title>
<abbrev-journal-title><![CDATA[RIDE. Rev. Iberoam. Investig. Desarro. Educ]]></abbrev-journal-title>
<issn>2007-7467</issn>
<publisher>
<publisher-name><![CDATA[Centro de Estudios e Investigaciones para el Desarrollo Docente A.C.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-74672022000100054</article-id>
<article-id pub-id-type="doi">10.23913/ride.v12i24.1217</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Metodología para medir la confiabilidad en líneas de ensamble]]></article-title>
<article-title xml:lang="en"><![CDATA[Methodology to Measure Reliability in Assembly Lines]]></article-title>
<article-title xml:lang="pt"><![CDATA[Metodologia para medir a confiabilidade em linhas de montagem]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Orrantia Daniel]]></surname>
<given-names><![CDATA[Gilberto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sánchez Leal]]></surname>
<given-names><![CDATA[Jaime]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Riva Rodríguez]]></surname>
<given-names><![CDATA[Jorge de la]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Reyes Martínez]]></surname>
<given-names><![CDATA[Rosa María]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Herrera Ríos]]></surname>
<given-names><![CDATA[Ericka Berenice]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Tecnológico Nacional de México Instituto Tecnológico de Hermosillo ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>México</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,The University of Texas  ]]></institution>
<addr-line><![CDATA[El Paso ]]></addr-line>
<country>USA</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Tecnológico Nacional de México Instituto Tecnológico de Ciudad Juárez ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>México</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Tecnológico Nacional de México Instituto Tecnológico de Ciudad Juárez ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>México</country>
</aff>
<aff id="Af5">
<institution><![CDATA[,Tecnológico Nacional de México Instituto Tecnológico de Ciudad Juárez ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2022</year>
</pub-date>
<volume>12</volume>
<numero>24</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-74672022000100054&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-74672022000100054&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-74672022000100054&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen La medición es un aspecto clave para evaluar el resultado de cualquier proceso. Las líneas de ensamble deben medirse considerando la confiabilidad tanto del producto como del proceso de producción. El propósito de este estudio fue desarrollar una metodología que permitiera conocer el estado de una línea de ensamble y que integrara un modelo de medición para obtener un índice de confiabilidad para una línea de este tipo de la industria automotriz. Los dos productos resultantes de este estudio fueron la metodología con su estructura en etapas y el modelo matemático. La metodología está compuesta de cinco etapas y el modelo de cuatro elementos. La confiabilidad pudo ser calculada para una línea de ensamble de la industria automotriz haciendo uso de la media de la distribución de mejor ajuste. Lo anterior permitió detectar el índice que más afectó a la confiabilidad general. El índice que más afectó al valor de confiabilidad general fue el de disponibilidad con 75.55 %, seguido del índice de eficiencia con 87.25 %, continuando con el índice de calidad con 90.15 % y, por último, con el menor efecto, está el índice de capacidad de entrega con 97.75 %.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Measurement is a key aspect to evaluate the result of any process. Assembly lines should be measured considering the reliability of both the product and the production process. The purpose of this study was to develop a methodology that would allow knowing the status of an assembly line and that would integrate a measurement model to obtain a reliability index for a line of this type in the automotive industry. The two products resulting from this study were the methodology with its structure in stages and the mathematical model. The methodology is composed of five stages and the model of four elements. Reliability could be calculated for an automotive assembly line using the mean of the best fit distribution. This made it possible to detect the index that most affected general reliability. The index that most affected the general reliability value was availability with 75.55 %, followed by the efficiency index with 87.25 %, continuing with the quality index with 90.15 % and, finally, with the least effect, is the index of delivery capacity with 97.75 %.]]></p></abstract>
<abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Resumo A medição é um aspecto fundamental para avaliar o resultado de qualquer processo. As linhas de montagem devem ser medidas considerando a confiabilidade do produto e do processo de produção. O objetivo deste estudo foi desenvolver uma metodologia que permitisse conhecer o estado de uma linha de montagem e que integrasse um modelo de medição para obter um índice de confiabilidade para uma linha deste tipo na indústria automotiva. Os dois produtos resultantes deste estudo foram a metodologia com sua estrutura em etapas e o modelo matemático. A metodologia é composta por cinco etapas e o modelo por quatro elementos. A confiabilidade pode ser calculada para uma linha de montagem automotiva usando a média da distribuição de melhor ajuste. Isso possibilitou detectar o índice que mais afetou a confiabilidade geral. O índice que mais afetou o valor de confiabilidade geral foi a disponibilidade com 75,55%, seguido do índice de eficiência com 87,25%, continuando com o índice de qualidade com 90,15% e, por fim, com o menor efeito, é o índice de capacidade de entrega com 97,75% .]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[calidad]]></kwd>
<kwd lng="es"><![CDATA[capacidad de entrega]]></kwd>
<kwd lng="es"><![CDATA[confiabilidad]]></kwd>
<kwd lng="es"><![CDATA[disponibilidad]]></kwd>
<kwd lng="es"><![CDATA[eficiencia]]></kwd>
<kwd lng="en"><![CDATA[quality]]></kwd>
<kwd lng="en"><![CDATA[deliverability]]></kwd>
<kwd lng="en"><![CDATA[reliability]]></kwd>
<kwd lng="en"><![CDATA[availability]]></kwd>
<kwd lng="en"><![CDATA[efficiency]]></kwd>
<kwd lng="pt"><![CDATA[qualidade]]></kwd>
<kwd lng="pt"><![CDATA[capacidade de entrega]]></kwd>
<kwd lng="pt"><![CDATA[confiabilidade]]></kwd>
<kwd lng="pt"><![CDATA[disponibilidade]]></kwd>
<kwd lng="pt"><![CDATA[eficiência]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Adeppa]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Study on Basics of Assembly Line Balancing]]></article-title>
<source><![CDATA[International Journal on Emerging Technologies]]></source>
<year>2015</year>
<volume>6</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>294-7</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Choomlucksana]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Ongsaranakorn]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Suksabai]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Improving the Productivity of Sheet Metal Stamping Subassembly Area Using the Application of Lean Manufacturing Principles]]></article-title>
<source><![CDATA[Procedia Manufacturing]]></source>
<year>2015</year>
<volume>2</volume>
<page-range>102-7</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[EI-Lawendy]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<source><![CDATA[An Approach to Evaluate Integrated Human - Machine System Reliability]]></source>
<year>2013</year>
<publisher-loc><![CDATA[Saarbrücken, Germany ]]></publisher-loc>
<publisher-name><![CDATA[Verlag/Publisher]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Evans]]></surname>
<given-names><![CDATA[R. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Lindsay]]></surname>
<given-names><![CDATA[M. W.]]></given-names>
</name>
</person-group>
<source><![CDATA[Administración y control de la calidad]]></source>
<year>2015</year>
<edition>9</edition>
<publisher-loc><![CDATA[Ciudad de México, México ]]></publisher-loc>
<publisher-name><![CDATA[Cengage Learning]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Flores]]></surname>
<given-names><![CDATA[C. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Flores]]></surname>
<given-names><![CDATA[K. L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Pruebas para comprobar la normalidad de datos en procesos productivos: Anderson-Darling, Ryan-Joiner, Shapiro-Wilk y Kolmogorov-Smirnov]]></article-title>
<source><![CDATA[Societas]]></source>
<year>2021</year>
<volume>23</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>83-106</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Freivalds]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Niebel]]></surname>
<given-names><![CDATA[B. W.]]></given-names>
</name>
</person-group>
<source><![CDATA[Ingeniería industrial. Métodos, estándares y diseño del trabajo]]></source>
<year>2014</year>
<edition>13</edition>
<publisher-loc><![CDATA[México ]]></publisher-loc>
<publisher-name><![CDATA[McGraw-Hill]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Golmohammadi]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Tajbakhsh]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Dia]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Takouda]]></surname>
<given-names><![CDATA[P. M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Effect of timing on reliability improvement and ordering decisions in a decentralized assembly system]]></article-title>
<source><![CDATA[Annals of Operations Research]]></source>
<year>2019</year>
<volume>312</volume>
<page-range>159-92</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hernández Sampieri]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Fernández Collado]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Baptista Lucio]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Metodología de la Investigación]]></source>
<year>2014</year>
<edition>Sexta</edition>
<publisher-loc><![CDATA[México ]]></publisher-loc>
<publisher-name><![CDATA[McGRAW-HILL]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kostina]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Karaulova]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Sahno]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Maleki]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Reliability estimation for manufacturing processes]]></article-title>
<source><![CDATA[Journal of Achievements in Materials and Manufacturing Engineering]]></source>
<year>2012</year>
<volume>51</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>7-13</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mauergauz]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
</person-group>
<source><![CDATA[Advanced Planning and Scheduling in Manufacturing and Supply Chains]]></source>
<year>2016</year>
<publisher-loc><![CDATA[Moscow, Russia ]]></publisher-loc>
<publisher-name><![CDATA[Springer International Publishing Switzerland]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mendenhall]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Beaver]]></surname>
<given-names><![CDATA[R. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Beaver]]></surname>
<given-names><![CDATA[B. M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Introducción a la probabilidad y estadística]]></source>
<year>2015</year>
<edition>14</edition>
<publisher-loc><![CDATA[Ciudad de México, México ]]></publisher-loc>
<publisher-name><![CDATA[Cengage Learning]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[O'Connor]]></surname>
<given-names><![CDATA[P. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Kleyner]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Practical Reliability Engineering]]></source>
<year>2012</year>
<edition>5</edition>
<publisher-loc><![CDATA[New Delhi, India ]]></publisher-loc>
<publisher-name><![CDATA[John Wiley &amp; Sons]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Okpala]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Anozie]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Overall Equipment Effectiveness and the Six Big Losses in Total Productive Maintenance]]></article-title>
<source><![CDATA[Journal of Scientific and Engineering Research]]></source>
<year>2018</year>
<volume>5</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>156-64</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Papulová]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Ga&#382;ová]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[&#352;lenker]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Papula]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Performance Measurement System: Implementation Process in SMEs]]></article-title>
<source><![CDATA[Sustainability]]></source>
<year>2021</year>
<volume>13</volume>
<numero>9</numero>
<issue>9</issue>
<page-range>1-19</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Petrillo]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[De Felice]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Zomparelli]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Performance measurement for world-class manufacturing: a model for the Italian automotive industry]]></article-title>
<source><![CDATA[Total Quality Management &amp; Business Excellence]]></source>
<year>2019</year>
<volume>30</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>908-35</page-range></nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ping-Chen]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Yi-Kuei]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Yu-Min]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[System reliability estimation and sensitivity analysis for multi-state manufacturing network with joint buffers-A simulation approach]]></article-title>
<source><![CDATA[Reliability Engineering and System Safety]]></source>
<year>2019</year>
<volume>188</volume>
<page-range>103-9</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rodríguez]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez]]></surname>
<given-names><![CDATA[J. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Arvizu]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A case study: SMED &amp; JIT methodologies to develop continuous flow of stamped parts into AC disconnect assembly line in Schneider Electric Tlaxcala Plant]]></article-title>
<source><![CDATA[IFAC-PapersOnLine]]></source>
<year>2015</year>
<volume>48</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>1399-404</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tsarouhas]]></surname>
<given-names><![CDATA[P. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Arvanitoyannis]]></surname>
<given-names><![CDATA[I. S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Yogurt production line: reliability analysis]]></article-title>
<source><![CDATA[Production &amp; Manufacturing Research]]></source>
<year>2014</year>
<volume>2</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>11-23</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
