{"id":28180,"date":"2025-10-21T14:01:23","date_gmt":"2025-10-21T14:01:23","guid":{"rendered":"https:\/\/www.novotek.com\/ch\/solutions-et-produits-2\/model-industrial-data-modelling\/"},"modified":"2025-12-19T12:59:13","modified_gmt":"2025-12-19T12:59:13","slug":"model-industrial-data-modelling","status":"publish","type":"page","link":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/model-industrial-data-modelling\/","title":{"rendered":"Model &#8211; Industrial Data Modelling"},"content":{"rendered":"  <div class=\"hero\">\n    <div class=\"carousel hero-slider small\" data-flickity data-flickity-options='{\"prevNextButtons\": false}'>\n              <div class=\"carousel-cell\">\n          <div class=\"container\">\n            <div class=\"hero-content\">\n                              <h2>Model &#8211; rendre les donn\u00e9es industrielles utilisables<\/h2>\n<p>Les donn\u00e9es brutes, \u00e0 elles seules, ne cr\u00e9ent aucune valeur. Ce n\u2019est qu\u2019avec une structure et un contexte qu\u2019elles se transforment en informations exploitables \u2013 permettant aux entreprises industrielles de prendre des d\u00e9cisions \u00e9clair\u00e9es, de mani\u00e8re \u00e9volutive, r\u00e9utilisable et intersyst\u00e8mes.<\/p>\n              \n                          <\/div>\n          <\/div>\n\n          <img decoding=\"async\" width=\"1024\" height=\"293\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-1024x293.jpg.webp\" class=\"hero-bg\" alt=\"Hero Img\" fetchpriority=\"high\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-1024x293.jpg.webp 1024w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-300x86.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-768x220.jpg.webp 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-1536x440.jpg.webp 1536w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-86x25.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-306x88.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-636x182.jpg.webp 636w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-1632x468.jpg.webp 1632w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect.jpg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                  <\/div>\n          <\/div>\n\n      <\/div>\n\n   \n\n\n<div class=\"container-md group  alignfull\">\n<div class=\"wp-block-group alignfull\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md breadcrumbs  \"><div class=\"yoast-breadcrumbs\"><span><span><a href=\"https:\/\/www.novotek.com\/ch\/fr\/\" class=\"breadcrumb-frontpage\">Home<\/a><\/span> \u00bb <span><a href=\"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/\">Solutions et produits<\/a><\/span> \u00bb <span class=\"breadcrumb_last\" aria-current=\"page\"><strong>Model &#8211; Industrial Data Modelling<\/strong><\/span><\/span><\/div><\/div>\n\n<div class=\"container media-text  align\">\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-top\" style=\"grid-template-columns:25% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"945\" height=\"1024\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/\/DigitalizationWheel_Novotek_model-1-945x1024.png\" alt=\"\" class=\"wp-image-28145 size-full\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-1-945x1024.png 945w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-1-277x300.png 277w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-1-768x833.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-1-79x86.png 79w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-1-306x332.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-1-636x689.png 636w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-1.png 1106w\" sizes=\"auto, (max-width: 945px) 100vw, 945px\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-novotek-dark-red-color has-text-color has-link-color has-medium-font-size wp-elements-5d870e3ad4cbdd5be05e37a0344afeed\" style=\"font-style:normal;font-weight:500;text-transform:uppercase\">Structure et contexte pour les donn\u00e9es industrielles<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h1 class=\"wp-block-heading\">Mod\u00e9lisation des donn\u00e9es industrielles : mod\u00e9liser et structurer les donn\u00e9es Intelligence Hub<\/h1>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md buttons  \">\n<div class=\"wp-block-buttons is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-buttons-is-layout-5a589469 wp-block-buttons-is-layout-flex\"><div class=\"container-md button  \">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-novotek-white-color has-novotek-dark-red-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.novotek.com\/ch\/fr\/connectivit\/highbyte-intelligence-hub\/\">Intelligence Hub<\/a><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md group  alignwide\">\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p>Se lancer dans la gestion des donn\u00e9es industrielles ne signifie pas forc\u00e9ment repenser toute l\u2019architecture. Il suffit souvent de cr\u00e9er un premier mod\u00e8le pour un actif central \u2013 par exemple une installation ou une ligne de production \u2013 et de le relier \u00e0 des donn\u00e9es r\u00e9elles.<br>Cela permet rapidement d\u2019identifier les informations manquantes, d\u2019harmoniser les sources de donn\u00e9es et de d\u00e9terminer quelles applications b\u00e9n\u00e9ficieront de la nouvelle structure.  <\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md embed  \">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Step 2: Model - Digital Transformation series\" width=\"1440\" height=\"810\" src=\"https:\/\/www.youtube.com\/embed\/IxUBskp7de4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md cover  alignfull\">\n<div class=\"wp-block-cover alignfull has-novotek-white-color has-text-color wp-elements-e3f8a461b5654dd7a9d4f9d8816a5772 wp-duotone-grayscale\" style=\"margin-top:0;padding-top:4vw;padding-right:4vw;padding-bottom:4vw;padding-left:4vw;min-height:265px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-novotek-dark-blue-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\"><div class=\"container-md group  alignwide\">\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p class=\"has-vivid-red-color has-text-color has-link-color has-medium-font-size wp-elements-10d3fc59b6f1162d38270b49037dba55\" style=\"font-style:normal;font-weight:500;text-transform:uppercase\">Le d\u00e9fi<\/p>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide has-text-align-left has-white-color has-text-color has-link-color wp-elements-24a18158ec66d8b2aa4d191a86857775\">Pourquoi les donn\u00e9es OT non structur\u00e9es ne sont pas \u00e9volutives<\/h2>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md group  alignwide\">\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p>Dans la pratique, il manque souvent une approche unifi\u00e9e de la mod\u00e9lisation des donn\u00e9es.<br>Les donn\u00e9es sont pr\u00e9par\u00e9es diff\u00e9remment d\u2019un projet \u00e0 l\u2019autre, sans structure ni standard commun. Cela complique leur r\u00e9utilisation et entra\u00eene une charge manuelle importante \u2013 surtout lorsque les donn\u00e9es doivent \u00eatre exploit\u00e9es dans plusieurs syst\u00e8mes.  <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Un mod\u00e8le de donn\u00e9es clairement d\u00e9fini et \u00e9volutif apporte une solution et offre : <\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"350\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model.png\" alt=\"\" class=\"wp-image-26578\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model.png 1000w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model-300x105.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model-768x269.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model-86x30.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model-306x107.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model-636x223.png 636w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Une nomenclature coh\u00e9rente<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"350\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model.png\" alt=\"\" class=\"wp-image-26586\" style=\"object-fit:cover\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model.png 1000w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model-300x105.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model-768x269.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model-86x30.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model-306x107.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model-636x223.png 636w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Des formats de donn\u00e9es uniforme<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"350\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model.png\" alt=\"\" class=\"wp-image-26582\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model.png 1000w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model-300x105.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model-768x269.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model-86x30.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model-306x107.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model-636x223.png 636w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Un savoir document\u00e9<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"350\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model.png\" alt=\"\" class=\"wp-image-26590\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model.png 1000w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model-300x105.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model-768x269.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model-86x30.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model-306x107.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model-636x223.png 636w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Des mod\u00e8les r\u00e9utilisables<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide has-text-align-left\">Un mod\u00e8le de donn\u00e9es transforme les donn\u00e9es brutes en informations structur\u00e9es et contextualis\u00e9es<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Le d\u00e9fi commence l\u00e0 o\u00f9 la signification des donn\u00e9es n\u2019est plus claire.<br>Si une valeur de temp\u00e9rature indique simplement \u00ab 78 \u00bb, la question se pose : 78 quoi ? \u00c0 quel endroit ? De quelle machine ? Dans quel contexte ?<br>C\u2019est pr\u00e9cis\u00e9ment ici qu\u2019intervient le mod\u00e8le de donn\u00e9es.     <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Un mod\u00e8le de donn\u00e9es est la cl\u00e9 pour transformer ces donn\u00e9es brutes en une forme compr\u00e9hensible et structur\u00e9e.<br>Il cr\u00e9e une repr\u00e9sentation num\u00e9rique du monde r\u00e9el de la production \u2013 avec ses machines, capteurs, produits et processus.<br>Ce mod\u00e8le d\u00e9crit quels objets existent, quelles sont leurs propri\u00e9t\u00e9s, comment elles sont mesur\u00e9es et comment tout est interconnect\u00e9.<br>La diff\u00e9rence avec une simple acquisition de donn\u00e9es est frappante : alors que les syst\u00e8mes classiques se limitent \u00e0 collecter les donn\u00e9es, un mod\u00e8le rend visible leur signification et leur relation.   <\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide\">Construire une strat\u00e9gie de donn\u00e9es industrielle \u00e9volutive<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Un mod\u00e8le de donn\u00e9es unique apporte d\u00e9j\u00e0 de la structure \u2013 mais la v\u00e9ritable valeur na\u00eet lorsqu\u2019on applique ce principe de mani\u00e8re syst\u00e9matique.<br>Dans ce contexte, la scalabilit\u00e9 signifie : les structures d\u00e9finies une fois peuvent \u00eatre r\u00e9utilis\u00e9es \u00e0 travers diff\u00e9rents sites, syst\u00e8mes et cas d\u2019usage. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Plut\u00f4t que de connecter chaque machine ou ligne individuellement, on s\u2019appuie sur des sch\u00e9mas r\u00e9currents : m\u00eames mod\u00e8les pour des installations identiques, affectations standardis\u00e9es, flux de donn\u00e9es automatis\u00e9s.<br>De nouveaux capteurs, machines ou domaines de production peuvent ainsi \u00eatre int\u00e9gr\u00e9s rapidement \u2013 sans repartir de z\u00e9ro \u00e0 chaque fois. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Il en r\u00e9sulte une architecture de donn\u00e9es qui \u00e9volue avec votre entreprise : flexible face aux exigences changeantes, robuste face \u00e0 la complexit\u00e9 croissante et efficace dans la mise en \u0153uvre de nouveaux cas d\u2019usage \u2013 de l\u2019optimisation \u00e9nerg\u00e9tique \u00e0 l\u2019analyse de processus bas\u00e9e sur l\u2019IA. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Une strat\u00e9gie de donn\u00e9es \u00e9volutive commence par un mod\u00e8le bien con\u00e7u \u2013 et se concr\u00e9tise dans une infrastructure durable et p\u00e9renne.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md cover  alignfull\">\n<div class=\"wp-block-cover alignfull has-novotek-white-color has-text-color wp-elements-0cecfc5810d137cd80b4882e993c0fc8 wp-duotone-grayscale\" style=\"margin-top:0;padding-top:4vw;padding-right:4vw;padding-bottom:4vw;padding-left:4vw;min-height:265px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-novotek-dark-blue-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\"><div class=\"container-md group  alignwide\">\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p class=\"has-vivid-red-color has-text-color has-link-color has-medium-font-size wp-elements-c2cffaffe09ed7914089e64c433dfac9\" style=\"font-style:normal;font-weight:500;text-transform:uppercase\">Une approche de solution<\/p>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide has-text-align-left has-white-color has-text-color has-link-color wp-elements-a92883ddb654c6a6d98266887b8811b8\">La mod\u00e9lisation des donn\u00e9es dans la pratique<\/h2>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md group  alignwide\">\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p>Les avantages d\u2019une gestion structur\u00e9e et bas\u00e9e sur des mod\u00e8les des donn\u00e9es industrielles sont \u00e9vidents.<br>Mais comment mettre en \u0153uvre une telle strat\u00e9gie de donn\u00e9es de mani\u00e8re efficace dans la pratique \u2013 sans d\u00e9veloppements internes complexes ni int\u00e9grations point \u00e0 point rigides ? <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Les solutions modernes de gestion des donn\u00e9es industrielles (Industrial Data Management) soutiennent pr\u00e9cis\u00e9ment cette approche et permettent :<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full wp-duotone-6f7c83-ffffff-1\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"200\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png\" alt=\"\" class=\"wp-image-26226\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png 520w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-300x115.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-86x33.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-306x118.png 306w\" sizes=\"auto, (max-width: 520px) 100vw, 520px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\" style=\"font-size:16px\"><strong><strong>La mod\u00e9lisation graphique des actifs et des flux de donn\u00e9es<\/strong><\/strong><\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full wp-duotone-6f7c83-ffffff-2\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"200\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png\" alt=\"\" class=\"wp-image-26226\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png 520w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-300x115.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-86x33.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-306x118.png 306w\" sizes=\"auto, (max-width: 520px) 100vw, 520px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\" style=\"font-size:16px\"><font style=\"vertical-align: inherit\"><font style=\"vertical-align: inherit\"><strong><strong>La contextualisation et la standardisation des donn\u00e9es brutes<\/strong><\/strong><\/font><\/font><\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full wp-duotone-6f7c83-ffffff-3\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"200\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png\" alt=\"\" class=\"wp-image-26226\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png 520w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-300x115.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-86x33.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-306x118.png 306w\" sizes=\"auto, (max-width: 520px) 100vw, 520px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\" style=\"font-size:16px\"><strong><font style=\"vertical-align: inherit\"><font style=\"vertical-align: inherit\">La s\u00e9paration entre la<strong> logique du mod\u00e8le et la distribution des donn\u00e9es<\/strong><\/font><\/font><\/strong><\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full wp-duotone-6f7c83-ffffff-4\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"200\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png\" alt=\"\" class=\"wp-image-26226\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png 520w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-300x115.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-86x33.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-306x118.png 306w\" sizes=\"auto, (max-width: 520px) 100vw, 520px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\" style=\"font-size:16px\"><strong>La configuration sans programmation<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md group  alignfull\">\n<div class=\"wp-block-group alignfull\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" id=\"mehr\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Approfondir les connaissances &#8211; nos insights sur le sujet<strong> &gt;<\/strong><\/h2>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"posts-columns \">\n  <div class=\"container\">\n  <div class=\"row\">\n    <div class=\"col-12 col-md-4\">\n<article class=\"basic \">\n    <div class=\"image\">\n      <a href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/architecture-de-donnees-industrielle-10-etapes-pour-une-solution-evolutive\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"172\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/industrielle-datenarchitektur-intelligence-hub-1.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/industrielle-datenarchitektur-intelligence-hub-1.jpg.webp 392w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/industrielle-datenarchitektur-intelligence-hub-1-300x168.jpg.webp 300w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>L&#8217;architecture industrielle de donn\u00e9es en 10 \u00e9tapes<\/h4>\n      \n              <p>L&#8217;architecture industrielle des donn\u00e9es n\u00e9cessite la coordination des personnes, des processus et des technologies dans le monde entier. Lisez comment faire !<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/architecture-de-donnees-industrielle-10-etapes-pour-une-solution-evolutive\/\">\n          Lire plus        <\/a>\n      <\/div>\n    <\/div>\n<\/article>\n<\/div><div class=\"col-12 col-md-4\">\n<article class=\"basic \">\n    <div class=\"image\">\n      <a href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/lespace-de-noms-unifie-explique-fonctionnement-avantages-pour-lindustrie\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"234\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/UNS_insight_frontpage_preview-1-306x234.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/UNS_insight_frontpage_preview-1-306x234.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/UNS_insight_frontpage_preview-1-300x230.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/UNS_insight_frontpage_preview-1-86x66.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/UNS_insight_frontpage_preview-1.jpg.webp 392w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>Unified Namespace expliqu\u00e9 &#8211; fonctionnement &amp; avantages pour l&#8217;industrie<\/h4>\n      \n              <p>L&#8217;espace de noms unifi\u00e9 (UNS) cr\u00e9e une structure de donn\u00e9es centrale pour une communication transparente et un traitement des donn\u00e9es en temps r\u00e9el. Les processus de production peuvent ainsi \u00eatre optimis\u00e9s et les technologies modernes mieux int\u00e9gr\u00e9es.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/lespace-de-noms-unifie-explique-fonctionnement-avantages-pour-lindustrie\/\">\n          Lire plus        <\/a>\n      <\/div>\n    <\/div>\n<\/article>\n<\/div><div class=\"col-12 col-md-4\">\n<article class=\"basic \">\n    <div class=\"image\">\n      <a href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/pourquoi-lia-dans-la-production-ne-fonctionne-quavec-des-donnees-propres\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"204\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-insight-1024x682-2-306x204.jpg\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-insight-1024x682-2-306x204.jpg 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-insight-1024x682-2-300x200.jpg 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-insight-1024x682-2-768x512.jpg 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-insight-1024x682-2-86x57.jpg 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-insight-1024x682-2-636x424.jpg 636w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-insight-1024x682-2.jpg 1024w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>Pourquoi l&#8217;IA dans la production ne fonctionne qu&#8217;avec des donn\u00e9es propres<\/h4>\n      \n              <p>L&#8217;intelligence artificielle dans la production a besoin de donn\u00e9es propres. D\u00e9couvrez pourquoi le contexte, la structure et la connexion des donn\u00e9es sont d\u00e9cisifs &#8211; et comment construire correctement les fondations de vos donn\u00e9es.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/pourquoi-lia-dans-la-production-ne-fonctionne-quavec-des-donnees-propres\/\">\n          Lire plus        <\/a>\n      <\/div>\n    <\/div>\n<\/article>\n<\/div>  <\/div>\n\n  <\/div><\/div>\n\n\n<div class=\"container-md group  alignfull\">\n<div class=\"wp-block-group alignfull has-background\" style=\"background-color:#f3f3f3\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><div class=\"container-md spacer  \">\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Nos solutions de gestion des donn\u00e9es industrielles<\/h2>\n<\/div>\n\n<div class=\"posts-columns \">\n  <div class=\"container\">\n  <div class=\"row\">\n    <div class=\"col-12 col-md-4\">\n<article class=\"basic \">\n    <div class=\"image\">\n      <a href=\"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/model-industrial-data-modelling\/highbyte-intelligence-hub\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"221\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-1-306x221.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-1-306x221.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-1-300x217.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-1-1024x739.jpg.webp 1024w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-1-768x554.jpg.webp 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-1-86x62.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-1-636x459.jpg.webp 636w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-1.jpg.webp 1114w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>HighByte Intelligence Hub<\/h4>\n      \n              <p>Exploitez mieux vos donn\u00e9es industrielles gr\u00e2ce \u00e0 une solution DataOps pour structurer les donn\u00e9es de processus.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/model-industrial-data-modelling\/highbyte-intelligence-hub\/\">\n          Lire plus        <\/a>\n      <\/div>\n    <\/div>\n<\/article>\n<\/div>  <\/div>\n\n  <\/div><\/div>\n<\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md html  \">\n<section style=\"max-width:760px;margin:3rem auto;font-family:system-ui,sans-serif\">\n  <h2 style=\"font-size:1.75rem;font-weight:600;text-align:left;margin:0 0 2rem 0\">\n Foire aux questions\n  <\/h2>\n\n  <details style=\"border:1px solid #d7dfe7;border-radius:6px;margin:0 0 1rem 0;background:#fff\">\n    <summary style=\"cursor:pointer;padding:1rem 1.25rem;font-weight:500\">\n Que signifie la contextualisation des donn\u00e9es dans l\u2019industrie ?\n    <\/summary>\n    <p style=\"padding:0 1.25rem 1rem;margin:0;line-height:1.55\">\n La contextualisation associe les donn\u00e9es brutes de l\u2019OT \u00e0 un \u00e9quipement, une ligne ou un poste sp\u00e9cifique.\nAinsi, au lieu de \u00ab Tag 123 = 85 \u00bb, on obtient l\u2019information suivante : \u00ab Four 3 \u2013 Zone A \u2013 Temp\u00e9rature 85 \u00b0C \u00bb.\nCe contexte rend imm\u00e9diatement les donn\u00e9es exploitables pour l\u2019analyse, les outils de BI et les mod\u00e8les d\u2019intelligence artificielle.  \n    <\/p>\n  <\/details>\n\n  <details style=\"border:1px solid #d7dfe7;border-radius:6px;margin:0 0 1rem 0;background:#fff\">\n    <summary style=\"cursor:pointer;padding:1rem 1.25rem;font-weight:500\">\n Pourquoi la mod\u00e9lisation des donn\u00e9es est-elle essentielle pour l\u2019Industrie 4.0 ?\n    <\/summary>\n    <p style=\"padding:0 1.25rem 1rem;margin:0;line-height:1.55\">\n La mod\u00e9lisation des donn\u00e9es \u00e9tablit un plan standardis\u00e9 pour les termes, les unit\u00e9s et les relations.\nSans mod\u00e8le, les sources de donn\u00e9es restent isol\u00e9es et le d\u00e9ploiement vers d\u2019autres sites devient laborieux.\nUn mod\u00e8le clair \u2013 par exemple bas\u00e9 sur la norme ISA-95 \u2013 constitue ainsi la fondation d\u2019une architecture coh\u00e9rente.  \n    <\/p>\n  <\/details>\n\n  <details style=\"border:1px solid #d7dfe7;border-radius:6px;margin:0 0 1rem 0;background:#fff\">\n    <summary style=\"cursor:pointer;padding:1rem 1.25rem;font-weight:500\">\n Comment fonctionne le HighByte Intelligence Hub ?\n    <\/summary>\n    <p style=\"padding:0 1.25rem 1rem;margin:0;line-height:1.55\">\n Le Hub fonctionne \u00e0 proximit\u00e9 de la p\u00e9riph\u00e9rie (edge).\nIl se connecte via OPC UA, MQTT, SQL ou REST aux syst\u00e8mes OT et IT, r\u00e9cup\u00e8re les donn\u00e9es \u00e0 la seconde pr\u00e8s et les associe au mod\u00e8le de donn\u00e9es gr\u00e2ce \u00e0 une interface no-code.\nIl publie ensuite des payloads contextualis\u00e9s vers des data lakes, des tableaux de bord BI ou AWS IoT SiteWise. \n    <\/p>\n  <\/details>\n\n  <details style=\"border:1px solid #d7dfe7;border-radius:6px;margin:0 0 1rem 0;background:#fff\">\n    <summary style=\"cursor:pointer;padding:1rem 1.25rem;font-weight:500\">\n Quelle est la diff\u00e9rence entre un mod\u00e8le de donn\u00e9es et une strat\u00e9gie de donn\u00e9es ?\n    <\/summary>\n    <p style=\"padding:0 1.25rem 1rem;margin:0;line-height:1.55\">\n Le mod\u00e8le de donn\u00e9es d\u00e9crit techniquement comment les champs et les relations sont organis\u00e9s.\nLa strat\u00e9gie de donn\u00e9es d\u00e9finit pourquoi et comment l\u2019entreprise exploite ses donn\u00e9es \u2013 y compris la gouvernance, les r\u00f4les et la feuille de route.\nMod\u00e8le = plan technique, strat\u00e9gie = orientation m\u00e9tier. \n    <\/p>\n  <\/details>\n\n  <details style=\"border:1px solid #d7dfe7;border-radius:6px;background:#fff\">\n    <summary style=\"cursor:pointer;padding:1rem 1.25rem;font-weight:500\">\n Comment d\u00e9marrer une strat\u00e9gie de donn\u00e9es industrielle \u00e9volutive ?\n    <\/summary>\n    <p style=\"padding:0 1.25rem 1rem;margin:0;line-height:1.55\">\n Priorisez un cas d\u2019usage clair, concevez un mod\u00e8le de donn\u00e9es r\u00e9utilisable, utilisez un Edge Hub tel que HighByte pour la contextualisation, publiez les donn\u00e9es sur une plateforme centrale et \u00e9tablissez une gouvernance ainsi que des indicateurs cl\u00e9s (KPIs).\nFaites \u00e9voluer le mod\u00e8le chaque trimestre afin d\u2019int\u00e9grer rapidement de nouveaux \u00e9quipements ou sites. \n    <\/p>\n  <\/details>\n<\/section>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"cta-block\">\n  <div class=\"container\">\n          <h2><\/br>Vous avez des questions suppl\u00e9mentaires ?<\/h2>\n    \n          <div><p>B\u00e9n\u00e9ficiez d\u2019un conseil personnalis\u00e9 \u2013 de la strat\u00e9gie<br \/>\nde gestion des donn\u00e9es industrielles jusqu\u2019aux produits<br \/>\ntels que le <strong data-start=\"167\" data-end=\"196\">HighByte Intelligence Hub<\/strong>.<\/p>\n<\/div>\n    \n          <a class=\"btn btn-primary\" href=\"https:\/\/www.novotek.com\/ch\/fr\/contactez-nous\/\">Contactez-nous<\/a>\n      <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Les donn\u00e9es brutes, \u00e0 elles seules, ne cr\u00e9ent aucune valeur. Ce n\u2019est qu\u2019en leur donnant structure et contexte qu\u2019elles deviennent des informations permettant aux entreprises industrielles de prendre des d\u00e9cisions \u00e9clair\u00e9es. <\/p>\n","protected":false},"author":35,"featured_media":0,"parent":28090,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"12409,21229,11944,15718,17602,18175","_relevanssi_noindex_reason":"","content-type":"","footnotes":""},"class_list":["post-28180","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Model - 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