{"id":36293,"date":"2023-10-30T08:18:57","date_gmt":"2023-10-30T08:18:57","guid":{"rendered":"https:\/\/expleo.com\/global\/en\/?post_type=case-studies&p=71168"},"modified":"2024-02-14T10:01:45","modified_gmt":"2024-02-14T10:01:45","slug":"smart-factory-big-data","status":"publish","type":"case-studies","link":"https:\/\/expleo.com\/global\/fr\/cas-clients\/smart-factory-big-data\/","title":{"rendered":"Faire confiance aux donn\u00e9es\u202f: comment nous avons utilis\u00e9 le Big Data pour lancer le processus Smart Factory pour un fabricant de batteries"},"content":{"rendered":"\t\t
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Qui \u00e9tait le client ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Une start-up qui fabrique des batteries au lithium pour les voitures \u00e9lectriques.<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Quel \u00e9tait le probl\u00e8me\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Le client est bas\u00e9 en Europe et<\/span><\/span> ,<\/span><\/span><\/span>c<\/span>omme tous les fabricants de batteries, il s\u2019approvisionne en Chine. Confront\u00e9 \u00e0 des co\u00fbts de <\/span>main-d\u2019\u0153uvre plus \u00e9lev\u00e9s<\/span> et \u00e0 des r\u00e9glementations plus strictes que ses concurrents bas\u00e9s en Asie, il dispose d\u2019un avantage concurrentiel qui tient uniquement \u00e0 <\/span>une <\/span>exploitation plus habile de ses donn\u00e9es. <\/span><\/span>\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Quelle solution a \u00e9t\u00e9 propos\u00e9e par Expleo\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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L\u2019analyse agnostique des donn\u00e9es. Il s\u2019agit d\u2019analyser les donn\u00e9es du processus de fabrication du client, sans penser au r\u00e9sultat final (les batteries au lithium). En examinant les donn\u00e9es \u00e0 l\u2019\u00e9tat brut, notre \u00e9quipe a \u00e9t\u00e9 en mesure d\u2019extraire des informations plus surprenantes sur les performances et les processus.\u00a0<\/span><\/span>\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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En quoi cela a-t-il \u00e9t\u00e9 utile\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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En travaillant en \u00e9troite collaboration avec l\u2019\u00e9quipe R&D du client, nous avons pu partager ces informations et proposer des recommandations aux \u00e9quipes en charge des donn\u00e9es et de la production. Ces recommandations ont \u00e9t\u00e9 appliqu\u00e9es pour la premi\u00e8re fois au sein de l\u2019usine pilote du client. Ensuite, lorsque les am\u00e9liorations se sont av\u00e9r\u00e9es efficaces, les recommandations ont \u00e9t\u00e9 rapidement mises en \u0153uvre au sein de la v\u00e9ritable usine.\u00a0<\/span><\/span>\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Quels ont \u00e9t\u00e9 les r\u00e9sultats\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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L\u2019analyse agnostique des donn\u00e9es et les recommandations qui en ont d\u00e9coul\u00e9 ont permis au client de mieux comprendre son processus de fabrication et d\u2019am\u00e9liorer consid\u00e9rablement la qualit\u00e9 de ses batteries, tout en r\u00e9duisant les d\u00e9lais <\/span>de commercialisation\u202f<\/span>, les taux de rebut et les co\u00fbts. <\/span>\u00a0<\/span><\/p>

Il s\u2019agissait aussi de la premi\u00e8re \u00e9tape pour devenir une entreprise v\u00e9ritablement orient\u00e9e donn\u00e9es, avec la mise en place d\u2019une Smart Factory (usine intelligente). Ce processus a r\u00e9solu de nombreux probl\u00e8mes li\u00e9s \u00e0 la propret\u00e9 et \u00e0 la qualit\u00e9 des donn\u00e9es, ce qui a permis \u00e0 l\u2019entreprise de passer du statut de fabricant traditionnel de batteries \u00e0 celui de fabricant intelligent.\u00a0<\/span>\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Cette approche pourrait-elle fonctionner pour moi\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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L\u2019analyse agnostique des donn\u00e9es est un exercice int\u00e9ressant pour la plupart des entreprises manufacturi\u00e8res, car elle \u00e9limine les id\u00e9es pr\u00e9con\u00e7ues et les pr\u00e9jug\u00e9s, ce qui vous permet de voir vos donn\u00e9es sous un angle nouveau. Il s\u2019agit d\u2019une technique particuli\u00e8rement efficace pour les entreprises qui disposent d\u2019un important volume de donn\u00e9es, mais qui ne savent pas comment s\u2019en servir pour stimuler l\u2019innovation et le progr\u00e8s.\u00a0<\/span>\u00a0<\/span><\/p>

Il s\u2019agit \u00e9galement d\u2019une premi\u00e8re \u00e9tape cruciale dans la mise en place d\u2019une Smart Factory. En pr\u00e9parant vos donn\u00e9es pour les analyser afin d\u2019innover dans un domaine, vous jetez les bases d\u2019une op\u00e9ration o\u00f9 tous les processus et technologies g\u00e9n\u00e8rent des informations utiles qui peuvent vous aider \u00e0 obtenir ce dont vous avez besoin plus rapidement.\u00a0<\/span>\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Plus de sujets associ\u00e9s<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Simplifier l’analyse des donn\u00e9es pour am\u00e9liorer la prise de d\u00e9cision : comment nous avons aid\u00e9 les ing\u00e9nieurs automobiles \u00e0 prendre des d\u00e9cisions plus pertinentes et plus rapides<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Data Science & Cybersecurity<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\tSimplifier l’analyse des donn\u00e9es pour am\u00e9liorer la prise de d\u00e9cision : comment nous avons aid\u00e9 les ing\u00e9nieurs automobiles \u00e0 prendre des d\u00e9cisions plus pertinentes et plus rapides\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>
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Rapport Industriel: La digitalisation \u00e0 tous les niveaux\u00a0<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Industry 4.0<\/span><\/span>Data Science & Cybersecurity<\/span><\/span>Ing\u00e9nierie et conception<\/span><\/span>Transformation num\u00e9rique<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\tRapport Industriel: La digitalisation \u00e0 tous les niveaux\u00a0\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>
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Ne remettez pas votre transformation digitale \u00e0 plus tard. Pour relever les d\u00e9fis d\u2019aujourd\u2019hui, les entreprises industrielles ont besoin de nouvelles comp\u00e9tences…\u202f\u00a0<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Industry 4.0<\/span><\/span>Data Science & Cybersecurity<\/span><\/span>Innovation et R&D<\/span><\/span>Transformation num\u00e9rique<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\tNe remettez pas votre transformation digitale \u00e0 plus tard. Pour relever les d\u00e9fis d\u2019aujourd\u2019hui, les entreprises industrielles ont besoin de nouvelles comp\u00e9tences…\u202f\u00a0\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>
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Comment les entreprises industrielles peuvent-elles relever leurs plus grands d\u00e9fis digitaux ? En appliquant les meilleures id\u00e9es venues de tous les secteurs.<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Data Science & Cybersecurity<\/span><\/span>Industry 4.0<\/span><\/span>Ing\u00e9nierie et conception<\/span><\/span>Transformation des activit\u00e9s<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\tComment les entreprises industrielles peuvent-elles relever leurs plus grands d\u00e9fis digitaux ? En appliquant les meilleures id\u00e9es venues de tous les secteurs.\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>
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Des projets pilotes aux d\u00e9ploiements \u00e0 grande \u00e9chelle\u202f: comment les entreprises industrielles peuvent tirer le meilleur parti de technologies adapt\u00e9es\u202f?<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Ing\u00e9nierie et conception<\/span><\/span>Data Science & Cybersecurity<\/span><\/span>Industry 4.0<\/span><\/span>Transformation des activit\u00e9s<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\tDes projets pilotes aux d\u00e9ploiements \u00e0 grande \u00e9chelle\u202f: comment les entreprises industrielles peuvent tirer le meilleur parti de technologies adapt\u00e9es\u202f?\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>
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Obtenir une visibilit\u00e9 totale\u202f: comment nous avons cr\u00e9\u00e9 une base de donn\u00e9es de maintenance dynamique pour une entreprise a\u00e9rospatiale<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Ing\u00e9nierie et conception<\/span><\/span>Data Science & Cybersecurity<\/span><\/span>Industry 4.0<\/span><\/span>Transformation des activit\u00e9s<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\tObtenir une visibilit\u00e9 totale\u202f: comment nous avons cr\u00e9\u00e9 une base de donn\u00e9es de maintenance dynamique pour une entreprise a\u00e9rospatiale\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\u2026 vous pouviez suivre <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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les progr\u00e8ss de la digitalisation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tD\u00e9COUVRIR PLUS<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Qui \u00e9tait le client ? Une start-up qui fabrique des batteries au lithium pour les voitures \u00e9lectriques. Quel \u00e9tait le probl\u00e8me\u202f? Le client est bas\u00e9 en Europe et ,comme tous les fabricants de batteries, il s\u2019approvisionne en Chine. Confront\u00e9 \u00e0 des co\u00fbts de main-d\u2019\u0153uvre plus \u00e9lev\u00e9s et \u00e0 des r\u00e9glementations plus strictes que ses concurrents […]<\/p>\n","protected":false},"featured_media":35946,"template":"","meta":{"_oasis_is_in_workflow":0,"_oasis_original":0,"_oasis_task_priority":"","service-grey-banner":"false","service-grey-banner-link":"","footnotes":""},"case-study-single-templates":[494],"topic":[184,121,127],"industry-taxonomy":[24],"country":[116],"service":[52,506,60,190,508,188],"class_list":["post-36293","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","case-study-single-templates-new-template","topic-data-science-and-cybersecurity","topic-innovation-conception","topic-transformation-des-activites","industry-taxonomy-automobile","country-global","service-big-data-analyse-de-donnees-ia-et-algorithmes-avances","service-architecture-systemes-automatisation-industrielle","service-conception-processus-industriels","service-production-and-supply-chain","service-solutions-outillage-intelligents","service-transformation-digitale"],"yoast_head":"\nExpleo | Faire confiance aux donn\u00e9es<\/title>\n<meta name=\"description\" content=\"Comment nous avons utilis\u00e9 le Big Data pour lancer le processus Smart Factory pour un fabricant de batteries. 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