{"id":6314,"date":"2024-10-08T17:09:04","date_gmt":"2024-10-08T15:09:04","guid":{"rendered":"https:\/\/larucheindustrielle.fr\/?p=6314"},"modified":"2025-03-21T10:55:46","modified_gmt":"2025-03-21T09:55:46","slug":"rex-reconciliation-des-donnees-2024","status":"publish","type":"post","link":"https:\/\/larucheindustrielle.fr\/fr\/rex-reconciliation-des-donnees-2024\/","title":{"rendered":"REX r\u00e9conciliation des donn\u00e9es : comment collecter, exploiter et valoriser les donn\u00e9es industrielles ?"},"content":{"rendered":"<p>[et_pb_section fb_built=\u00a0\u00bb1&Prime; fullwidth=\u00a0\u00bbon\u00a0\u00bb _builder_version=\u00a0\u00bb4.25.2&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb da_disable_devices=\u00a0\u00bboff|off|off\u00a0\u00bb collapsed=\u00a0\u00bboff\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb da_is_popup=\u00a0\u00bboff\u00a0\u00bb da_exit_intent=\u00a0\u00bboff\u00a0\u00bb da_has_close=\u00a0\u00bbon\u00a0\u00bb da_alt_close=\u00a0\u00bboff\u00a0\u00bb da_dark_close=\u00a0\u00bboff\u00a0\u00bb da_not_modal=\u00a0\u00bbon\u00a0\u00bb da_is_singular=\u00a0\u00bboff\u00a0\u00bb da_with_loader=\u00a0\u00bboff\u00a0\u00bb da_has_shadow=\u00a0\u00bbon\u00a0\u00bb][et_pb_fullwidth_post_title author=\u00a0\u00bboff\u00a0\u00bb date_format=\u00a0\u00bbj M Y\u00a0\u00bb comments=\u00a0\u00bboff\u00a0\u00bb _builder_version=\u00a0\u00bb4.25.2&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][\/et_pb_fullwidth_post_title][\/et_pb_section][et_pb_section fb_built=\u00a0\u00bb1&Prime; _builder_version=\u00a0\u00bb4.25.2&Prime; da_disable_devices=\u00a0\u00bboff|off|off\u00a0\u00bb collapsed=\u00a0\u00bboff\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb da_is_popup=\u00a0\u00bboff\u00a0\u00bb da_exit_intent=\u00a0\u00bboff\u00a0\u00bb da_has_close=\u00a0\u00bbon\u00a0\u00bb da_alt_close=\u00a0\u00bboff\u00a0\u00bb da_dark_close=\u00a0\u00bboff\u00a0\u00bb da_not_modal=\u00a0\u00bbon\u00a0\u00bb da_is_singular=\u00a0\u00bboff\u00a0\u00bb da_with_loader=\u00a0\u00bboff\u00a0\u00bb da_has_shadow=\u00a0\u00bbon\u00a0\u00bb][et_pb_row use_custom_gutter=\u00a0\u00bbon\u00a0\u00bb gutter_width=\u00a0\u00bb1&Prime; _builder_version=\u00a0\u00bb4.25.2&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_column type=\u00a0\u00bb4_4&Prime; _builder_version=\u00a0\u00bb4.16&Prime; custom_padding=\u00a0\u00bb|||\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb custom_padding__hover=\u00a0\u00bb|||\u00a0\u00bb][et_pb_text admin_label=\u00a0\u00bbTexte\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.0&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n<p><strong>La Ruche Industrielle met en place et anime des projets inter-entreprises avec ses adh\u00e9rents sur des probl\u00e9matiques communes dans le secteur de l\u2019industrie.<\/strong><\/p>\n<p><strong>Le 3 octobre 2024, La Ruche Industrielle a accueilli 90 participants pour partager les enseignements du projet de r\u00e9conciliation des donn\u00e9es, un sujet cl\u00e9 dans la transformation digitale actuelle. Ce projet vise \u00e0 faciliter l\u2019acc\u00e8s et la collaboration autour des donn\u00e9es, en r\u00e9conciliant les m\u00e9tiers pour am\u00e9liorer l\u2019ex\u00e9cution des processus<br \/><\/strong><\/p>\n<p><strong>Sept entreprises adh\u00e9rentes ont pris part \u00e0 cette initiative : Aldes, Bosch Rexroth, Fives, Haulotte, JTEKT, KNDS et Montabert, avec Lo\u00efc Goure, chef de projets inter-entreprises Ruche, en chef d&rsquo;orchestre.<\/strong><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=\u00a0\u00bbTexte\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.0&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n<h4>\u00a0<\/h4>\n<h4><strong>Pourquoi se concentrer sur les donn\u00e9es ?<\/strong><\/h4>\n<p>Avec la multiplication des sources de donn\u00e9es, les entreprises ont un besoin urgent de transversalit\u00e9 et de fiabilit\u00e9.<br \/>Il s&rsquo;agit de :<\/p>\n<ul>\n<li>Faciliter l&rsquo;acc\u00e8s aux donn\u00e9es,<\/li>\n<li>Supprimer les silos,<\/li>\n<li>R\u00e9duire les manipulations manuelles,<\/li>\n<li>Fiabiliser les informations,<\/li>\n<li>Croiser les donn\u00e9es pour en extraire plus de valeur.<\/li>\n<\/ul>\n<p>La pleine exploitation des donn\u00e9es de l\u2019entreprise pr\u00e9alablement fiabilis\u00e9es permet d\u2019<strong>accro\u00eetre la performance op\u00e9rationnelle<\/strong> et donc de <strong>limiter les co\u00fbts<\/strong> et de <strong>renforcer la satisfaction<\/strong> des parties prenantes.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6322 size-large\" src=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/reconciliation-des-donnees-1-1024x554.png\" alt=\"de quelles donn\u00e9es parle t'on ?\" width=\"1024\" height=\"554\" srcset=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/reconciliation-des-donnees-1-1024x554.png 1024w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/reconciliation-des-donnees-1-980x530.png 980w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/reconciliation-des-donnees-1-480x260.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00a0\u00bb4.27.0&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb custom_margin=\u00a0\u00bb20px||20px||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n<h4><strong>Les moments forts du REX<\/strong><\/h4>\n<p>Une s\u00e9ance pl\u00e9ni\u00e8re a permis de pr\u00e9senter divers <strong>cas d\u2019usage<\/strong> <strong>n\u00e9cessitant de croiser des donn\u00e9es<\/strong> provenant de diff\u00e9rentes sources, comme le contr\u00f4le qualit\u00e9, le suivi de l\u2019\u00e9tat des machines, des stocks, ou encore l\u2019analyse des co\u00fbts de transport.<\/p>\n<p>Un quiz interactif a aussi permis aux participants de se familiariser avec le <strong>vocabulaire du domaine<\/strong> : IT, OT, IoT, SIRH, CRM, MES, PLM, data lake, data platform\u2026 pour n&rsquo;en citer que quelques uns !!<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6315 size-large\" src=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/PXL_20241003_072228042-1024x771.jpg\" alt=\"\" width=\"1024\" height=\"771\" srcset=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/PXL_20241003_072228042-980x738.jpg 980w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/PXL_20241003_072228042-480x362.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p>Diff\u00e9rents stands ont approfondi :<\/p>\n<ul>\n<li>La <strong>m\u00e9thodologie<\/strong> d\u2019un projet autour de la data,<\/li>\n<li>La <strong>connexion<\/strong> aux sources de donn\u00e9es,<\/li>\n<li>La <strong>gouvernance<\/strong> des donn\u00e9es<\/li>\n<li>Et aussi les <strong>retours d&rsquo;exp\u00e9riences de Volvo et Montabert<\/strong>&#8230;<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00a0\u00bb4.27.0&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb custom_margin=\u00a0\u00bb20px||20px||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n<h4><strong>Des exemples concrets de croisement de donn\u00e9es pour r\u00e9pondre aux besoins du m\u00e9tier<\/strong><\/h4>\n<ul>\n<li>Sur son stand, Volvo a pr\u00e9sent\u00e9 leur \u00ab\u00a0Performance dashboard\u00a0\u00bb\u00a0: d\u00e9j\u00e0 mis en \u0153uvre, il permet de suivre la production de chaque usine ainsi que les flux inter-usines dans un <strong>dashboard unique et en temps r\u00e9el<\/strong>. Les informations ainsi rassembl\u00e9es, standardis\u00e9es et partag\u00e9es facilitent la compr\u00e9hension de la performance actuelle et la prise de d\u00e9cision pour les diff\u00e9rents utilisateurs.<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6326 size-large\" src=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/PXL_20241003_093019881.MP_-1024x771.jpg\" alt=\"\" width=\"1024\" height=\"771\" srcset=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/PXL_20241003_093019881.MP_-980x738.jpg 980w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/PXL_20241003_093019881.MP_-480x362.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li>Montabert et Inetum, partenaire du projet, ont pr\u00e9sent\u00e9 les r\u00e9sultats du <strong>POC (Proof of Concept)<\/strong> r\u00e9alis\u00e9 pour les besoins du projet. Les donn\u00e9es fournies par Montabert issues de diff\u00e9rents syst\u00e8mes (Production (MES), planification (APS), badgeuses, matrice de comp\u00e9tences, gammes de fabrication\u2026) ont \u00e9t\u00e9 crois\u00e9es afin de <strong>proposer une solution en cas d\u2019al\u00e9as en production<\/strong> : on peut ainsi identifier un op\u00e9rateur form\u00e9 pour remplacer un coll\u00e8gue absent ou une machine de substitution en cas de panne. Pour ce faire, les donn\u00e9es sont transform\u00e9es successivement dans la plateforme Snowflake &#8211; de donn\u00e9es brutes (bronze) puis exploitables (silver) \u00e0 pr\u00eates \u00e0 l\u2019emploi (gold) \u2013 et la restitution se fait via une application web facilitant les interactions avec les utilisateurs<\/li>\n<\/ul>\n<h4><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6328 size-full\" src=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/experimenter.png\" alt=\"\" width=\"1150\" height=\"398\" srcset=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/experimenter.png 1150w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/experimenter-980x339.png 980w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/experimenter-480x166.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1150px, 100vw\" \/><\/strong><\/h4>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00a0\u00bb4.27.0&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb custom_margin=\u00a0\u00bb20px||20px||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n<h4>Conclusions et prochaines \u00e9tapes des industriels du projet<\/h4>\n<p>Isabelle (Haulotte) a appr\u00e9ci\u00e9 le <strong>soutien des experts<\/strong> dans ce projet : \u00ab\u00a0Il ne faut pas rester seuls. C\u2019est r\u00e9confortant de pouvoir compter sur des experts qui nous aident \u00e0 mieux comprendre les enjeux.\u00a0\u00bb<\/p>\n<p>J\u00e9r\u00f4me (Montabert) \u00e9voque d\u00e9j\u00e0 les <strong>prochaines \u00e9tapes<\/strong> : \u00ab\u00a0Nous allons maintenant \u00e9valuer les co\u00fbts pour \u00e9viter les pertes de donn\u00e9es et choisir les syst\u00e8mes adapt\u00e9s \u00e0 nos besoins.\u00a0\u00bb Depuis le d\u00e9but du projet en 2024, \u00e9labor\u00e9 avec la DSI, des r\u00e9sultats tangibles sont observ\u00e9s, avec des donn\u00e9es r\u00e9utilisables pour d\u2019autres cas d\u2019usage, compl\u00e9mentaires aux cas d\u2019usages initiaux.<\/p>\n<p>Laurence (Aldes) a insist\u00e9 sur l\u2019importance de la <strong>gouvernance des donn\u00e9es<\/strong>, \u00e9voquant la mise en place d\u2019un data catalogue pour que chaque cr\u00e9ation de jeu de donn\u00e9es soit partag\u00e9e. Un module de e-learning interne sur la donn\u00e9e pourrait aussi bient\u00f4t voir le jour.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6330 size-large\" src=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/PXL_20241003_110212141.MP_-1-1024x771.jpg\" alt=\"les membres du groupe projet\" width=\"1024\" height=\"771\" srcset=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/PXL_20241003_110212141.MP_-1-980x738.jpg 980w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/PXL_20241003_110212141.MP_-1-480x362.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<h4>\u00a0<\/h4>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00a0\u00bb4.27.0&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb custom_margin=\u00a0\u00bb20px||20px||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n<h4><strong>D\u2019autres projets li\u00e9s aux donn\u00e9es \u00e0 La Ruche Industrielle<\/strong><\/h4>\n<p>Ce projet de r\u00e9conciliation des donn\u00e9es s\u2019inscrit dans une dynamique plus large port\u00e9e par La Ruche Industrielle.<\/p>\n<p>Que ce soit \u00e0 travers des projets sur la continuit\u00e9 num\u00e9rique, l\u2019intelligence artificielle ou la tra\u00e7abilit\u00e9 de produits, La Ruche continue \u00e0 faire \u00e9merger la transformation chez les industriels.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6333 size-large\" src=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/projets-en-lien-1024x551.png\" alt=\"projets li\u00e9s \u00e0 la r\u00e9conciliation des donn\u00e9es\" width=\"1024\" height=\"551\" srcset=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/projets-en-lien-1024x551.png 1024w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/projets-en-lien-980x527.png 980w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2024\/10\/projets-en-lien-480x258.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00a0\u00bb4.27.0&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb custom_margin=\u00a0\u00bb20px||20px||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n<p><strong>Un grand merci<\/strong> \u00e0 toutes les personnes qui ont particip\u00e9 et pr\u00e9par\u00e9 activement ce temps fort qui l&rsquo;a rendu passionnant !<\/p>\n<p>&nbsp;<\/p>\n<h4 aria-level=\"2\">En savoir plus :<\/h4>\n<ul>\n<li><strong>Consultez les articles sur :<\/strong>\n<ul>\n<li>\n<p class=\"entry-title\"><a href=\"https:\/\/larucheindustrielle.fr\/fr\/rex-cybersecurite-industrielle-2024\/\">La cybers\u00e9curit\u00e9 est l\u2019affaire de tous\u202f: retour sur le REX projet<\/a><\/p>\n<\/li>\n<li><a href=\"https:\/\/larucheindustrielle.fr\/fr\/feminiser-l-industrie-2024\/\" target=\"_blank\" rel=\"noopener\">la culture de la continuit\u00e9 num\u00e9rique (projet jaune)<\/a><\/li>\n<\/ul>\n<\/li>\n<li><strong>Contactez Bertrand, responsable Projets et Partenariats : <\/strong><a href=\"mailto:bertrand.felix.ext@larucheindustrielle.fr\">bertrand.felix.ext@larucheindustrielle.fr<\/a><\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00a0\u00bb4.27.0&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb custom_margin=\u00a0\u00bb20px||20px||false|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<\/p>\n<h4>\u00c9coutez le t\u00e9moignage d&rsquo;Isabelle Martins, Chef de projet supply chain et Achats chez Haulotte :<\/h4>\n<p>[\/et_pb_text][et_pb_video src=\u00a0\u00bbhttps:\/\/youtu.be\/JdRdcwqHoQo\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.0&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;][\/et_pb_video][et_pb_text _builder_version=\u00a0\u00bb4.27.0&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb custom_margin=\u00a0\u00bb20px||20px||false|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<\/p>\n<h4>\u00c9coutez le t\u00e9moignage de J\u00e9r\u00f4me Fromager, Directeur des Op\u00e9rations chez Montabert :<\/h4>\n<p>[\/et_pb_text][et_pb_video src=\u00a0\u00bbhttps:\/\/youtu.be\/JjXxlUGfkZY\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.0&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][\/et_pb_video][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le 3 octobre 2024, La Ruche Industrielle a accueilli 80 participants pour partager les enseignements du projet de r\u00e9conciliation des donn\u00e9es, un sujet cl\u00e9 dans la transformation digitale actuelle. Ce projet, au c\u0153ur des enjeux actuels de transformation digitale, vise \u00e0 faciliter l\u2019acc\u00e8s et la collaboration autour des donn\u00e9es, en r\u00e9conciliant les m\u00e9tiers et en am\u00e9liorant la qualit\u00e9 de l\u2019ex\u00e9cution dans les processus industriels. <\/p>\n","protected":false},"author":3,"featured_media":6364,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[17,18,34],"tags":[],"class_list":["post-6314","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-evenements","category-industrie-performante","category-projets"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>REX r\u00e9conciliation des donn\u00e9es : comment collecter, exploiter et valoriser les donn\u00e9es industrielles ?<\/title>\n<meta name=\"description\" content=\"Zoom sur le projet inter-entreprises &quot;r\u00e9conciliation des donn\u00e9es de production&quot; anim\u00e9 par La Ruche Industrielle.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/larucheindustrielle.fr\/fr\/rex-reconciliation-des-donnees-2024\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"REX r\u00e9conciliation des donn\u00e9es : comment collecter, exploiter et valoriser les donn\u00e9es industrielles ?\" \/>\n<meta property=\"og:description\" content=\"Zoom sur le projet inter-entreprises &quot;r\u00e9conciliation des donn\u00e9es de production&quot; anim\u00e9 par La Ruche Industrielle.\" \/>\n<meta property=\"og:url\" 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