<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-03326882</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-25T01:27:17+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Assessing product quality from the production process logs</title>
            <author role="aut">
              <persName>
                <forename type="first">Le Toan</forename>
                <surname>Duong</surname>
              </persName>
              <email type="md5">7d6dd6586d2bed16127620155ba827fc</email>
              <email type="domain">laas.fr</email>
              <idno type="idhal" notation="string">le-toan-duong</idno>
              <idno type="idhal" notation="numeric">1081864</idno>
              <idno type="halauthorid" notation="string">2074817-1081864</idno>
              <affiliation ref="#struct-389059"/>
              <affiliation ref="#struct-1004521"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Louise</forename>
                <surname>Travé-Massuyès</surname>
              </persName>
              <email type="md5">591b13508b6161c6797e60eb5c903a9d</email>
              <email type="domain">laas.fr</email>
              <idno type="idhal" notation="string">louise-trave-massuyes</idno>
              <idno type="idhal" notation="numeric">14341</idno>
              <idno type="halauthorid" notation="string">25874-14341</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-5322-8418</idno>
              <idno type="IDREF">https://www.idref.fr/035036672</idno>
              <affiliation ref="#struct-389059"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Audine</forename>
                <surname>Subias</surname>
              </persName>
              <email type="md5">5b9d0eb0f84d5f6e8d2dd10933abf69c</email>
              <email type="domain">laas.fr</email>
              <idno type="idhal" notation="string">audine-subias</idno>
              <idno type="idhal" notation="numeric">15390</idno>
              <idno type="halauthorid" notation="string">19340-15390</idno>
              <idno type="IDREF">https://www.idref.fr/080646956</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-3297-577X</idno>
              <orgName ref="#struct-389059"/>
              <affiliation ref="#struct-389059"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Nathalie</forename>
                <surname>Barbosa Roa</surname>
              </persName>
              <email type="md5">b1e2c3f66696f0d182836e84fcee5206</email>
              <email type="domain">vitesco.com</email>
              <idno type="idhal" notation="string">nbarbosa</idno>
              <idno type="idhal" notation="numeric">749749</idno>
              <idno type="halauthorid" notation="string">1566242-749749</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-6829-0783</idno>
              <affiliation ref="#struct-1004521"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Audine</forename>
                <surname>Subias</surname>
              </persName>
              <email type="md5">0998657c3d3677a17f015beef407fbab</email>
              <email type="domain">laas.fr</email>
            </editor>
            <funder ref="#projanr-50372"/>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2021-08-26 15:32:26</date>
              <date type="whenModified">2025-10-22 18:04:08</date>
              <date type="whenReleased">2021-08-27 09:15:11</date>
              <date type="whenProduced">2021-11</date>
              <date type="whenEndEmbargoed">2022-02-26</date>
              <ref type="file" target="https://laas.hal.science/hal-03326882v1/document">
                <date notBefore="2022-02-26"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://laas.hal.science/hal-03326882v1/file/IJAMT_2021_VF_AUTHORS.pdf" id="file-3326882-2917548">
                <date notBefore="2022-02-26"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="17114">
                <persName>
                  <forename>Audine</forename>
                  <surname>Subias</surname>
                </persName>
                <email type="md5">0998657c3d3677a17f015beef407fbab</email>
                <email type="domain">laas.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-03326882</idno>
            <idno type="halUri">https://laas.hal.science/hal-03326882</idno>
            <idno type="halBibtex">duong:hal-03326882</idno>
            <idno type="halRefHtml">&lt;i&gt;International Journal of Advanced Manufacturing Technology&lt;/i&gt;, 2021, 117, pp.1615-1631. &lt;a target="_blank" href="https://dx.doi.org/10.1007/s00170-021-07764-2"&gt;&amp;#x27E8;10.1007/s00170-021-07764-2&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">International Journal of Advanced Manufacturing Technology, 2021, 117, pp.1615-1631. &amp;#x27E8;10.1007/s00170-021-07764-2&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-3326882-2917548"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-TLSE2">Université Toulouse 2</idno>
            <idno type="stamp" n="UNIV-TLSE3">Université de Toulouse</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="INSA-TOULOUSE">Institut National des Sciences Appliquées de Toulouse</idno>
            <idno type="stamp" n="LAAS">Laboratoire d'analyse et d'architecture des systèmes</idno>
            <idno type="stamp" n="UT1-CAPITOLE">Université Toulouse 1 Capitole</idno>
            <idno type="stamp" n="LAAS-DISCO" corresp="LAAS-DECISION-ET-OPTIMISATION">Equipe diagnostic, supervision et COnduite</idno>
            <idno type="stamp" n="LAAS-DECISION-ET-OPTIMISATION" corresp="LAAS">LAAS-Décision et Optimisation</idno>
            <idno type="stamp" n="TDS-MACS">Réseau de recherche en Théorie des Systèmes Distribués, Modélisation, Analyse et Contrôle des Systèmes</idno>
            <idno type="stamp" n="INSA-GROUPE">Groupe INSA</idno>
            <idno type="stamp" n="INSA-TOULOUSE-GEI" corresp="INSA-TOULOUSE">Génie Electrique et Informatique - INSA Toulouse</idno>
            <idno type="stamp" n="PNRIA">Programme National de Recherche en IA</idno>
            <idno type="stamp" n="ANR">ANR</idno>
            <idno type="stamp" n="ANITI">ANITI - Artificial and Natural Intelligence Toulouse Institute</idno>
            <idno type="stamp" n="TOULOUSE-INP">Toulouse - INP</idno>
            <idno type="stamp" n="UNIV-UT3">Université Toulouse 3</idno>
            <idno type="stamp" n="UT3-INP">Université de Toulouse / Toulouse INP</idno>
            <idno type="stamp" n="UT3-TOULOUSEINP">Université de Toulouse / Toulouse INP</idno>
            <idno type="stamp" n="TEST7-HALCNRS">test 7 du portail hal cnrs</idno>
            <idno type="stamp" n="ANR-IA-19" corresp="ANR-IA">ANR-IA-19</idno>
            <idno type="stamp" n="ANR-IA">ANR-IA</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Assessing product quality from the production process logs</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Le Toan</forename>
                    <surname>Duong</surname>
                  </persName>
                  <email type="md5">7d6dd6586d2bed16127620155ba827fc</email>
                  <email type="domain">laas.fr</email>
                  <idno type="idhal" notation="string">le-toan-duong</idno>
                  <idno type="idhal" notation="numeric">1081864</idno>
                  <idno type="halauthorid" notation="string">2074817-1081864</idno>
                  <affiliation ref="#struct-389059"/>
                  <affiliation ref="#struct-1004521"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Louise</forename>
                    <surname>Travé-Massuyès</surname>
                  </persName>
                  <email type="md5">591b13508b6161c6797e60eb5c903a9d</email>
                  <email type="domain">laas.fr</email>
                  <idno type="idhal" notation="string">louise-trave-massuyes</idno>
                  <idno type="idhal" notation="numeric">14341</idno>
                  <idno type="halauthorid" notation="string">25874-14341</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-5322-8418</idno>
                  <idno type="IDREF">https://www.idref.fr/035036672</idno>
                  <affiliation ref="#struct-389059"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Audine</forename>
                    <surname>Subias</surname>
                  </persName>
                  <email type="md5">5b9d0eb0f84d5f6e8d2dd10933abf69c</email>
                  <email type="domain">laas.fr</email>
                  <idno type="idhal" notation="string">audine-subias</idno>
                  <idno type="idhal" notation="numeric">15390</idno>
                  <idno type="halauthorid" notation="string">19340-15390</idno>
                  <idno type="IDREF">https://www.idref.fr/080646956</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-3297-577X</idno>
                  <orgName ref="#struct-389059"/>
                  <affiliation ref="#struct-389059"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Nathalie</forename>
                    <surname>Barbosa Roa</surname>
                  </persName>
                  <email type="md5">b1e2c3f66696f0d182836e84fcee5206</email>
                  <email type="domain">vitesco.com</email>
                  <idno type="idhal" notation="string">nbarbosa</idno>
                  <idno type="idhal" notation="numeric">749749</idno>
                  <idno type="halauthorid" notation="string">1566242-749749</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-6829-0783</idno>
                  <affiliation ref="#struct-1004521"/>
                </author>
              </analytic>
              <monogr>
                <idno type="localRef">Rapport LAAS n° 21210</idno>
                <idno type="halJournalId" status="VALID">14326</idno>
                <idno type="issn">0268-3768</idno>
                <idno type="eissn">1433-3015</idno>
                <title level="j">International Journal of Advanced Manufacturing Technology</title>
                <imprint>
                  <publisher>Springer Verlag</publisher>
                  <biblScope unit="volume">117</biblScope>
                  <biblScope unit="pp">1615–1631</biblScope>
                  <date type="datePub">2021-11</date>
                  <date type="dateEpub">2021-08</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1007/s00170-021-07764-2</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Product quality index</term>
                <term xml:lang="en">Predictive analysis</term>
                <term xml:lang="en">Event log</term>
                <term xml:lang="en">Process mining</term>
                <term xml:lang="en">Industry 4.0</term>
              </keywords>
              <classCode scheme="halDomain" n="spi.auto">Engineering Sciences [physics]/Automatic</classCode>
              <classCode scheme="halTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halOldTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halTreeTypology" n="ART">Journal articles</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>A real challenge for manufacturing industry is to be able to control not only the manufacturing process but also the production quality. Products that are suspected to be faulty are deviated from their nominal path in the production line and inspected more closely. The fact that some products deviate from the nominal path and others fail at some check operations can be used as an indicator of poor product quality. Based on this idea, this paper proposes a method to compute a product quality index or more exactly a penalty index taking into account both product path and production batches. The method relies on categorizing the products according to how they follow the production path and process mining techniques. The originality of the proposed index is to be built from advanced data analysis techniques enhanced by expert know-how. The quality index highlights risk of customer return, which is highly relevant information for the after sales service. The significance of the method is illustrated on a printed circuit board production line using surface mount technology at Vitesco Technologies. Data is collected from the real manufacturing execution system. The results obtained over more than 10000 single electronic boards show that 91.7% of the products are in good compliance with respect to the requirements. For the other products, the method identifies the root causes of poor quality that may call for maintenance or reconfiguration actions.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-389059" status="OLD">
          <orgName>Équipe DIagnostic, Supervision et COnduite</orgName>
          <orgName type="acronym">LAAS-DISCO</orgName>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.laas.fr/public/fr/disco</ref>
          </desc>
          <listRelation>
            <relation active="#struct-459" type="direct"/>
            <relation active="#struct-81148" type="indirect"/>
            <relation name="443875" active="#struct-443875" type="indirect"/>
            <relation active="#struct-116255" type="indirect"/>
            <relation active="#struct-301232" type="indirect"/>
            <relation active="#struct-443875" type="indirect"/>
            <relation active="#struct-116256" type="indirect"/>
            <relation active="#struct-217752" type="indirect"/>
            <relation name="UPR8001" active="#struct-441569" type="indirect"/>
            <relation active="#struct-448187" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-1004521" status="VALID">
          <orgName>Vitesco Technologies</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.vitesco-technologies.com/fr/</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-459" status="OLD">
          <idno type="IdRef">199278792</idno>
          <idno type="ISNI">0000 0001 2188 216X </idno>
          <idno type="RNSR">199517454Y</idno>
          <idno type="ROR">https://ror.org/03vcm6439</idno>
          <orgName>Laboratoire d'analyse et d'architecture des systèmes</orgName>
          <orgName type="acronym">LAAS</orgName>
          <date type="start">1968-01-01</date>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <addrLine>7 Av du colonel Roche 31077 TOULOUSE CEDEX 4</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.laas.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-81148" type="direct"/>
            <relation name="443875" active="#struct-443875" type="indirect"/>
            <relation active="#struct-116255" type="direct"/>
            <relation active="#struct-301232" type="indirect"/>
            <relation active="#struct-443875" type="indirect"/>
            <relation active="#struct-116256" type="direct"/>
            <relation active="#struct-217752" type="direct"/>
            <relation name="UPR8001" active="#struct-441569" type="direct"/>
            <relation active="#struct-448187" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-81148" status="VALID">
          <idno type="IdRef">026404354</idno>
          <idno type="ISNI">0000000121902837</idno>
          <idno type="ROR">https://ror.org/0443n9e75</idno>
          <orgName>Université Toulouse Capitole</orgName>
          <orgName type="acronym">UT Capitole</orgName>
          <date type="start">1970-01-01</date>
          <desc>
            <address>
              <addrLine>2 rue du Doyen-Gabriel-Marty - 31042 Toulouse Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ut-capitole.fr/</ref>
          </desc>
          <listRelation>
            <relation name="443875" active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-443875" status="VALID">
          <idno type="ROR">https://ror.org/017tgbk05</idno>
          <orgName>Communauté d'universités et établissements de Toulouse</orgName>
          <orgName type="acronym">Comue de Toulouse</orgName>
          <desc>
            <address>
              <addrLine>41 Allée Jules Guesde, 31000 Toulouse</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-toulouse.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-116255" status="VALID">
          <idno type="IdRef">026388766</idno>
          <idno type="ISNI">0000 0001 2286 8343</idno>
          <idno type="ROR">https://ror.org/01h8pf755</idno>
          <idno type="Wikidata">Q858979</idno>
          <orgName>Institut National des Sciences Appliquées - Toulouse</orgName>
          <orgName type="acronym">INSA Toulouse</orgName>
          <date type="start">1963-10-21</date>
          <desc>
            <address>
              <addrLine>135, avenue de Rangueil - 31077 Toulouse cedex 4</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.insa-toulouse.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301232" type="direct"/>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-301232" status="VALID">
          <idno type="IdRef">162105150</idno>
          <orgName>Institut National des Sciences Appliquées</orgName>
          <orgName type="acronym">INSA</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="institution" xml:id="struct-116256" status="VALID">
          <idno type="IdRef">026403994</idno>
          <idno type="ROR">https://ror.org/04ezk3x31</idno>
          <orgName>Université Toulouse - Jean Jaurès</orgName>
          <orgName type="acronym">UT2J</orgName>
          <date type="start">1971-01-01</date>
          <desc>
            <address>
              <addrLine>5 allées Antonio Machado - 31058 Toulouse Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-tlse2.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-217752" status="OLD">
          <idno type="IdRef">026404672</idno>
          <idno type="ISNI">0000000121617331</idno>
          <idno type="ROR">https://ror.org/02v6kpv12</idno>
          <idno type="Wikidata">Q1273188</idno>
          <orgName>Université Toulouse III - Paul Sabatier</orgName>
          <orgName type="acronym">UT3</orgName>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <addrLine>118 route de Narbonne - 31062 Toulouse</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-tlse3.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-448187" status="VALID">
          <idno type="IdRef">026388820</idno>
          <idno type="ISNI">0000000121766169</idno>
          <idno type="ROR">https://ror.org/033p9g875</idno>
          <orgName>Institut National Polytechnique (Toulouse)</orgName>
          <orgName type="acronym">Toulouse INP</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.inp-toulouse.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
      </listOrg>
      <listOrg type="projects">
        <org type="anrProject" xml:id="projanr-50372" status="VALID">
          <idno type="anr">ANR-19-P3IA-0004</idno>
          <orgName>ANITI</orgName>
          <desc>Artificial and Natural Intelligence Toulouse Institute</desc>
          <date type="start">2019</date>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>