{"id":20629,"date":"2022-05-31T18:41:25","date_gmt":"2022-05-31T18:41:25","guid":{"rendered":"https:\/\/expleo.com\/global\/fr\/?post_type=case-studies&#038;p=20629"},"modified":"2024-06-03T15:44:57","modified_gmt":"2024-06-03T15:44:57","slug":"maintenance-predictive-batteries-vehicules-electriques","status":"publish","type":"case-studies","link":"https:\/\/expleo.com\/global\/fr\/cas-clients\/maintenance-predictive-batteries-vehicules-electriques\/","title":{"rendered":"Mettre au point la maintenance pr\u00e9dictive des chargeurs et batteries dans les v\u00e9hicules \u00e9lectriques (VE)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"20629\" class=\"elementor elementor-20629\" data-elementor-post-type=\"case-studies\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d1f0fb3 gg-simple-text gg-container-small-ptb-96 gg-article-content elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d1f0fb3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7214b4e\" data-id=\"7214b4e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0f81357 elementor-widget elementor-widget-image\" data-id=\"0f81357\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"250\" src=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2022\/05\/key-facts-predictive-mainenance-fr.svg\" class=\"attachment-large size-large wp-image-20665\" alt=\"Chiffres Cl\u00e9s Maintenance Batteries Expleo\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbe5bd7 elementor-widget elementor-widget-spacer\" data-id=\"dbe5bd7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-557826d gg-font-v8 gg-custom-dark-purple-color gg-print-pb-4 elementor-widget elementor-widget-heading\" data-id=\"557826d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">D\u00e9fi : Exploiter les donn\u00e9es des pi\u00e8ces automobiles pour en tirer une nouvelle utilit\u00e9 \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0d62a0 gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"a0d62a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Pour maintenir son excellente r\u00e9putation de leader en innovations, notre client, un grand constructeur automobile et fournisseur de solutions d&#8217;e-mobilit\u00e9, souhaitait lancer un nouveau service : la maintenance pr\u00e9dictive des chargeurs embarqu\u00e9s et des batteries haute tension de ses v\u00e9hicules \u00e9lectriques (VE).<\/span><\/p><p><span data-contrast=\"auto\">Le client collectait de nombreuses donn\u00e9es (v\u00e9hicule, syst\u00e8mes, appels d&#8217;urgence, etc.) avec sa plateforme cloud : il a demand\u00e9 \u00e0 Expleo d&#8217;exploiter ces informations pour pr\u00e9dire les pannes. Cependant, les approches classiques de traitement de signaux \u00e9taient inutilisables en raison du faible taux d&#8217;\u00e9chantillonnage.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dca343d gg-font-v8 gg-custom-dark-purple-color gg-print-pb-4 elementor-widget elementor-widget-heading\" data-id=\"dca343d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Solution : Sortir des sentiers battus\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff9bbe6 gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"ff9bbe6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">En mobilisant ses comp\u00e9tences en ing\u00e9nierie automobile et en y associant la science des donn\u00e9es (data science), Expleo a cr\u00e9\u00e9 une nouvelle m\u00e9thodologie pour utiliser ces informations afin de classer les pannes. Les experts en data d&#8217;Expleo ont con\u00e7u un pipeline de machine learning (apprentissage automatique) bas\u00e9 sur ces signaux faibles pour pr\u00e9dire si\/quand la batterie va tomber en panne, avec une pr\u00e9cision des pr\u00e9dictions de d\u00e9faillance des chargeurs embarqu\u00e9s avoisinant les 100 %, et un r\u00e9sultat similaire pour les batteries.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c38655 gg-font-v8 gg-custom-dark-purple-color elementor-widget elementor-widget-heading\" data-id=\"3c38655\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">R\u00e9sultat : Mission accomplie<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c6b9ff gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"8c6b9ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Expleo a trouv\u00e9 un moyen alternatif et innovant pour d\u00e9finir quelles donn\u00e9es peuvent \u00eatre utilis\u00e9es pour classifier les pannes. Pour accomplir cette t\u00e2che, Expleo a utilis\u00e9 ses comp\u00e9tences en ing\u00e9nierie automobile combin\u00e9es \u00e0 la science des donn\u00e9es. En conjuguant approche physique et des donn\u00e9es, nous sommes parvenus \u00e0 exploiter les codes d&#8217;erreur pour identifier les sympt\u00f4mes annon\u00e7ant une d\u00e9faillance.<\/span><\/p><p><span data-contrast=\"auto\">Cette m\u00e9thodologie globale est efficace &#8211; elle permettra de gagner du temps et de r\u00e9duire les co\u00fbts. C&#8217;est aussi une fa\u00e7on intelligible de donner vie \u00e0 la maintenance pr\u00e9dictive : \u00e9tant donn\u00e9 qu\u2019elle est bas\u00e9e sur les codes d&#8217;erreur, nous pouvons expliquer pourquoi l&#8217;algorithme pr\u00e9dit ou non une d\u00e9faillance et corriger le probl\u00e8me (interpr\u00e9tabilit\u00e9).<\/span><\/p><p><span data-contrast=\"auto\">A terme, les services de maintenance pr\u00e9dictive permettront aux clients d\u2019\u00eatre alert\u00e9s et de faire r\u00e9viser leur v\u00e9hicule en amont, plut\u00f4t que de risquer une panne sur la route. Cette nouvelle fonctionnalit\u00e9 augmentera la satisfaction des utilisateurs et par l\u00e0-m\u00eame, contribuera \u00e0 am\u00e9liorer la r\u00e9putation de la marque de notre client.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c0c474 gg-font-v8 gg-custom-dark-purple-color elementor-widget elementor-widget-heading\" data-id=\"7c0c474\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Avantages pour le client<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f57f111 gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"f57f111\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Wingdings&quot;,&quot;469769242&quot;:[9642],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0a7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Nouvelle offre d&#8217;e-mobilit\u00e9 et de maintenance pr\u00e9dictive\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Wingdings&quot;,&quot;469769242&quot;:[9642],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0a7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Code source pr\u00eat pour la production\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Wingdings&quot;,&quot;469769242&quot;:[9642],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0a7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">M\u00e9thodologie globale pour la maintenance pr\u00e9dictive<\/span><\/li><li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Wingdings&quot;,&quot;469769242&quot;:[9642],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0a7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">L&#8217;architecture du v\u00e9hicule n\u2019a pas besoin d\u2019\u00eatre modifi\u00e9e<\/span><\/li><li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Wingdings&quot;,&quot;469769242&quot;:[9642],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0a7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">La satisfaction du client final se voit augment\u00e9e gr\u00e2ce \u00e0 la mise \u00e0 sa disposition de nouveaux services \u00e0 forte valeur ajout\u00e9e.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li><\/ul>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1aa7c35 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1aa7c35\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e409967\" data-id=\"e409967\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-216d3eb gg-simple-cta-section-grey gg-container-small-ptb-96 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"216d3eb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-761f38c\" data-id=\"761f38c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f419d07 elementor-widget elementor-widget-gravity-advanced-cta\" data-id=\"f419d07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"gravity-advanced-cta.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"gg-advanced-cta\">\r\n            \r\n        <p class=\"gg-advanced-cta__heading gg-tagline-heading-left\">\r\n        <strong>         SERVICE CLIENT & MAINTENANCE        <\/strong>        <\/p>\r\n        \r\n        <h2 class=\"gg-advanced-cta__subheading gg-font-v2\">\r\n                <span> Maintenance pr\u00e9dictive<\/span>                <\/h2>\r\n                <div class=\"gg-advanced-cta__description gg-font-v9\">\r\n            <span><p>Sur la base d\u2019une grande quantit\u00e9 de donn\u00e9es r\u00e9colt\u00e9es, Expleo peut offrir un service de maintenance pr\u00e9dictive \u00e0 ses clients, leur permettant de planifier leurs op\u00e9rations de maintenance \u00e0 l\u2019avance et d\u2019en r\u00e9duire les co\u00fbts.<\/p><\/span>        <\/div>\r\n        \r\n        <div class=\"gg-advanced-cta__button-first gg-advanced-cta__button gg-button-v3\">\r\n            <a href=\"https:\/\/expleo.com\/global\/fr\/services\/support-client-maintenance\/\">\r\n                EN SAVOIR PLUS            <\/a>\r\n        <\/div>\r\n\r\n                <\/div>\r\n\r\n        \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":"<p>Le syst\u00e8me europ\u00e9en eCall standardise la connectivit\u00e9 des v\u00e9hicules. Malgr\u00e9 un faible taux d&#8217;\u00e9chantillonnage, Expleo  a d\u00e9velopp\u00e9 des algorithmes de maintenance pr\u00e9dictive des chargeurs embarqu\u00e9s dans les v\u00e9hicules \u00e9lectriques, d&#8217;une pr\u00e9cision avoisinant les 99 %.<\/p>\n","protected":false},"featured_media":18379,"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":[],"topic":[184,126,125],"industry-taxonomy":[24],"country":[],"service":[52,186,256,192,188],"class_list":["post-20629","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","topic-data-science-and-cybersecurity","topic-industry-4-0","topic-transformation-numerique","industry-taxonomy-automobile","service-big-data-analyse-de-donnees-ia-et-algorithmes-avances","service-gestion-de-linnovation-and-solutions","service-maintenance-predictive","service-support-client-et-maintenance","service-transformation-digitale"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Expleo | Maintenance pr\u00e9dictive pour des batteries des VE<\/title>\n<meta name=\"description\" content=\"Gr\u00e2ce \u00e0 ses comp\u00e9tences en ing\u00e9nierie &amp; analyse de donn\u00e9es, Expleo pr\u00e9dit le risque de d\u00e9faillance des chargeur embarqu\u00e9s dans les v\u00e9hicules.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/expleo.com\/global\/fr\/cas-clients\/maintenance-predictive-batteries-vehicules-electriques\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mettre au point la maintenance pr\u00e9dictive des chargeurs et batteries dans les v\u00e9hicules \u00e9lectriques (VE)\" \/>\n<meta property=\"og:description\" content=\"Gr\u00e2ce \u00e0 ses comp\u00e9tences en ing\u00e9nierie &amp; analyse de donn\u00e9es, Expleo pr\u00e9dit le risque de d\u00e9faillance des 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