{"id":28215,"date":"2025-10-21T15:04:06","date_gmt":"2025-10-21T15:04:06","guid":{"rendered":"https:\/\/www.novotek.com\/ch\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/"},"modified":"2025-10-21T15:26:56","modified_gmt":"2025-10-21T15:26:56","slug":"visualize-visualisation-de-donnees-industrielles","status":"publish","type":"page","link":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/","title":{"rendered":"Visualize &#8211; Visualisation de donn\u00e9es industrielles"},"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>Visualize &#8211; rendre les donn\u00e9es industrielles compr\u00e9hensibles<\/h2>\n<p>La visualisation traduit les donn\u00e9es industrielles en repr\u00e9sentations compr\u00e9hensibles. Ce n\u2019est qu\u2019ainsi que l\u2019information devient tangible \u2013 dans le bon contexte, au bon moment et pour les bonnes personnes. Les donn\u00e9es se transforment alors en connaissances solides, permettant aux entreprises industrielles de surveiller leurs processus de mani\u00e8re cibl\u00e9e, de r\u00e9agir plus rapidement et de prendre des d\u00e9cisions fiables.<\/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\/visualize-visualisieren-1024x293.jpg.webp\" class=\"hero-bg\" alt=\"Hero Img\" fetchpriority=\"high\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/visualize-visualisieren-1024x293.jpg.webp 1024w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/visualize-visualisieren-300x86.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/visualize-visualisieren-768x220.jpg.webp 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/visualize-visualisieren-1536x440.jpg.webp 1536w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/visualize-visualisieren-86x25.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/visualize-visualisieren-306x88.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/visualize-visualisieren-636x182.jpg.webp 636w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/visualize-visualisieren-1632x468.jpg.webp 1632w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/visualize-visualisieren.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>Visualize &#8211; Visualisation de donn\u00e9es industrielles<\/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=\"880\" height=\"1024\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/\/DigitalizationWheel_Novotek_visualize-880x1024.png\" alt=\"\" class=\"wp-image-28120 size-full\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_visualize-880x1024.png 880w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_visualize-258x300.png 258w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_visualize-768x894.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_visualize-74x86.png 74w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_visualize-306x356.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_visualize-636x740.png 636w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_visualize.png 1063w\" sizes=\"auto, (max-width: 880px) 100vw, 880px\" \/><\/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-a35f389736589041a2f4b6aad22d1810\" style=\"font-style:normal;font-weight:500;text-transform:uppercase\">D\u00e9cisions transparentes et \u00e9clair\u00e9es<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h1 class=\"wp-block-heading\">Visualisation des donn\u00e9es industrielles : transformer les donn\u00e9es en d\u00e9cisions<\/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 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\/hmi-scada\/proficy-ifix\/\">Proficy iFIX<\/a><\/div>\n<\/div>\n\n<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\/hmi-scada\/proficy-cimplicity\/\">Proficy CIMPLICITY<\/a><\/div>\n<\/div>\n\n<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\/materiel-industriel\/exor-hardware\/\">Exor Hardware<\/a><\/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>La visualisation est la premi\u00e8re \u00e9tape de l\u2019interaction avec les donn\u00e9es industrielles. Gr\u00e2ce aux \u00e9crans HMI, tableaux de bord ou outils BI, les donn\u00e9es structur\u00e9es issues des \u00e9tapes pr\u00e9c\u00e9dentes \u2013 <em>Model <\/em>et <em>Store <\/em>\u2013 deviennent exploitables : contextualis\u00e9es, filtrables et en temps r\u00e9el. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Un crit\u00e8re central : l\u2019ergonomie.<br>Les outils de visualisation doivent \u00eatre con\u00e7us de mani\u00e8re \u00e0 permettre aux sp\u00e9cialistes \u2013 sans connaissances approfondies en programmation \u2013 de cr\u00e9er et de g\u00e9rer des vues bas\u00e9es sur les r\u00f4les. Ce n\u2019est qu\u2019\u00e0 cette condition que les donn\u00e9es ne se contentent pas d\u2019\u00eatre affich\u00e9es, mais qu\u2019elles sont r\u00e9ellement comprises \u2013 et utilis\u00e9es pour des d\u00e9cisions dans l\u2019environnement op\u00e9rationnel.  <\/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 4: Visualize - Digital Transformation series\" width=\"1440\" height=\"810\" src=\"https:\/\/www.youtube.com\/embed\/ni0uKpVn7dE?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:50px\" 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-041c0a9eb96648d9b62fdfde378afe53 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-d9d5591554a4bc52d8c739e6a78a942a\" style=\"font-style:normal;font-weight:500;text-transform:uppercase\">Interface entre l\u2019humain et la machine<\/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-aadc0636b76e27d497d6b241a3642b1e\">Ce que doit offrir la visualisation industrielle<\/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>La visualisation constitue le pont entre la disponibilit\u00e9 des donn\u00e9es et leur utilisation op\u00e9rationnelle. Dans un contexte industriel, cela ne se limite pas \u00e0 une interface graphique : il s\u2019agit d\u2019une vue construite de mani\u00e8re cibl\u00e9e sur les processus, les \u00e9tats et les \u00e9v\u00e9nements \u2013 adapt\u00e9e \u00e0 l\u2019architecture du syst\u00e8me, \u00e0 la r\u00e9partition des r\u00f4les et aux exigences du temps r\u00e9el. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Cela requiert une combinaison de :<\/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  alignwide\">\n<div class=\"wp-block-columns alignwide 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 wp-duotone-unset-1\"><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\" style=\"font-size:18px\"><strong>Donn\u00e9es contextualis\u00e9es<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\">donn\u00e9es structur\u00e9es et mod\u00e9lis\u00e9es avec une s\u00e9mantique claire et un lien explicite avec l\u2019installation<\/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\/wiederverwendbare-modelle-model.png\" alt=\"\" class=\"wp-image-26590\" style=\"object-fit:cover\" 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\" style=\"font-size:18px\"><strong>Accessibilit\u00e9<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\">interfaces ouvertes et acc\u00e8s bas\u00e9 sur les r\u00f4les via navigateur web ou appareils mobiles<br><\/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=\"338\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/programmierer-connect-icon_white.png\" alt=\"\" class=\"wp-image-26428\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/programmierer-connect-icon_white.png 1000w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/programmierer-connect-icon_white-300x101.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/programmierer-connect-icon_white-768x260.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/programmierer-connect-icon_white-86x29.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/programmierer-connect-icon_white-306x103.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/programmierer-connect-icon_white-636x215.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\" style=\"font-size:18px\"><strong>Libert\u00e9 de conception<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\">cr\u00e9ation de vues personnalis\u00e9es sans d\u00e9pendance vis-\u00e0-vis de l\u2019ing\u00e9nierie ou de l\u2019IT \u2013 gr\u00e2ce \u00e0 des approches no-code \/ low-code<\/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\">La visualisation industrielle en mutation<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Les interfaces HMI ou SCADA classiques, install\u00e9es localement, atteignent de plus en plus leurs limites dans les environnements de production modernes. Les nouvelles exigences en mati\u00e8re de flexibilit\u00e9, de disponibilit\u00e9 des donn\u00e9es et de centrage sur l\u2019utilisateur n\u00e9cessitent des approches diff\u00e9rentes \u2013 tant sur le plan technique qu\u2019architectural et organisationnel. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Un tournant majeur r\u00e9side dans la transition vers des <strong>solutions de visualisation bas\u00e9es sur navigateur<\/strong>. Les interfaces HTML5 permettent d\u2019acc\u00e9der aux tableaux de bord et aux donn\u00e9es de processus depuis une grande vari\u00e9t\u00e9 d\u2019appareils \u2013 sans installation locale, tout en assurant une maintenance centralis\u00e9e.Combin\u00e9es \u00e0 l\u2019utilisation d\u2019appareils mobiles, elles offrent des gains d\u2019efficacit\u00e9 consid\u00e9rables.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Pour que la visualisation fonctionne \u00e9galement en dehors de la salle de contr\u00f4le, il faut des concepts d\u2019acc\u00e8s s\u00e9curis\u00e9s et bas\u00e9s sur les r\u00f4les. Les op\u00e9rateurs, les \u00e9quipes de maintenance ou la direction de l\u2019usine ont chacun besoin d\u2019informations sp\u00e9cifiques, adapt\u00e9es \u00e0 leur r\u00f4le et \u00e0 leur contexte d\u2019utilisation. Les syst\u00e8mes modernes reposent donc sur des interfaces configurables, avec des autorisations diff\u00e9renci\u00e9es et un contr\u00f4le d\u2019acc\u00e8s \u00e9volutif.  <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Autre axe de d\u00e9veloppement : la libert\u00e9 de conception gr\u00e2ce aux interfaces no-code ou low-code.<br>Au lieu d\u2019un travail de programmation complexe, les outils actuels permettent de cr\u00e9er des visualisations personnalis\u00e9es via drag-and-drop ou \u00e0 l\u2019aide de modules pr\u00e9configur\u00e9s. Les d\u00e9partements op\u00e9rationnels peuvent ainsi concevoir et adapter leurs tableaux de bord eux-m\u00eames, sans d\u00e9pendre des ressources d\u2019ing\u00e9nierie.  <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Dans les architectures d\u00e9centralis\u00e9es, la visualisation en p\u00e9riph\u00e9rie (Edge) gagne en importance. Les visualisations s\u2019ex\u00e9cutent l\u00e0 o\u00f9 elles sont n\u00e9cessaires : directement sur la machine, au plus pr\u00e8s des donn\u00e9es. Cela garantit une r\u00e9activit\u00e9 optimale, m\u00eame en cas de connectivit\u00e9 r\u00e9seau instable, tout en all\u00e9geant les syst\u00e8mes centraux \u2013 id\u00e9al pour les installations soumises \u00e0 des exigences de temps r\u00e9el ou \u00e0 une bande passante limit\u00e9e.<\/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\">Les standards ouverts comme fondement<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>L\u2019interop\u00e9rabilit\u00e9 est une condition essentielle lorsque des donn\u00e9es issues de machines, de syst\u00e8mes Historian, de MES ou de plateformes cloud doivent \u00eatre r\u00e9unies sur une interface unique. Des protocoles tels que OPC UA, MQTT ou REST garantissent que les visualisations ne soient pas seulement fonctionnelles, mais \u00e9galement \u00e9volutives et p\u00e9rennes. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>La visualisation industrielle moderne n\u2019est plus monolithique, mais modulaire, connect\u00e9e et centr\u00e9e sur l\u2019utilisateur. Elle s\u2019int\u00e8gre dans les environnements syst\u00e8mes existants, fonctionne au-del\u00e0 des sites et permet de prendre des d\u00e9cisions \u00e9clair\u00e9es en temps r\u00e9el \u2013 quel que soit l\u2019emplacement des donn\u00e9es ou la personne qui les utilise. <\/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-5a9f972126c7cd2bd8ca2f60837361d5 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-f98c5f359ccf2e8022328b23f8c11299\" style=\"font-style:normal;font-weight:500;text-transform:uppercase\">La base<\/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-7656d9bc76e1affcf37896143548ff06\">De la source de donn\u00e9es \u00e0 la valeur d\u2019information<\/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>Une visualisation industrielle efficace repose sur des donn\u00e9es structur\u00e9es et contextualis\u00e9es. Ce n\u2019est que lorsque les informations sont clairement mod\u00e9lis\u00e9es, accessibles de mani\u00e8re centralis\u00e9e et temporellement coh\u00e9rentes qu\u2019il est possible d\u2019en tirer des repr\u00e9sentations fiables et exploitables. Les standards techniques, les interfaces unifi\u00e9es et une orientation claire sur les r\u00f4les constituent la base de visualisations qui ne se contentent pas d\u2019afficher \u2013 mais qui apportent une v\u00e9ritable compr\u00e9hension.  <\/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-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\"><strong><strong>La visualisation repose sur des donn\u00e9es structur\u00e9es et contextualis\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-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\"><font style=\"vertical-align: inherit\"><font style=\"vertical-align: inherit\"><strong><strong>Des sources de donn\u00e9es centrales et accessibles sont la base de toute repr\u00e9sentation.<\/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-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><font style=\"vertical-align: inherit\"><font style=\"vertical-align: inherit\">Des interfaces ouvertes rendent les visualisations utilisables \u00e0 travers diff\u00e9rents syst\u00e8mes.<\/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-5\"><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>Des donn\u00e9es temporellement coh\u00e9rentes garantissent la fiabilit\u00e9 des tendances et des indicateurs (KPIs).<\/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-flow wp-block-group-is-layout-flow\"><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 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 visualisation de 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\/hmi-scada\/proficy-ifix\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"204\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova-iFIX-1-306x204.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova-iFIX-1-306x204.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova-iFIX-1-300x200.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova-iFIX-1-86x57.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova-iFIX-1.jpg.webp 600w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>Proficy iFIX<\/h4>\n      \n              <p>Surveillez et pilotez votre production avec la solution HMI\/SCADA la plus compl\u00e8te du march\u00e9.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-ifix\/\">\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\/hmi-scada\/proficy-operations-hub\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"204\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova-OperationsHub-1-306x204.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova-OperationsHub-1-306x204.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova-OperationsHub-1-300x200.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova-OperationsHub-1-86x57.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova-OperationsHub-1.jpg.webp 600w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>Proficy Operations Hub<\/h4>\n      \n              <p>Cr\u00e9ez vos propres tableaux de bord pour la visualisation, les tendances et l\u2019analyse \u2013 sans \u00e9crire une seule ligne de code.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-operations-hub\/\">\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\/hmi-scada\/proficy-cimplicity\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"219\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova_Cimplicity_600x429-w-1-306x219.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova_Cimplicity_600x429-w-1-306x219.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova_Cimplicity_600x429-w-1-300x215.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova_Cimplicity_600x429-w-1-86x61.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/GEVernova_Cimplicity_600x429-w-1.jpg.webp 600w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>Proficy CIMPLICITY<\/h4>\n      \n              <p>Pilotez votre production avec l\u2019une des solutions HMI\/SCADA de r\u00e9f\u00e9rence pour la fabrication discr\u00e8te.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-cimplicity\/\">\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\/industry-analytics\/june5\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"204\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/june5-1-306x204.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/june5-1-306x204.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/june5-1-300x200.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/june5-1-86x57.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/june5-1.jpg.webp 600w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>JUNE5<\/h4>\n      \n              <p>Acc\u00e9dez \u00e0 distance et en mobilit\u00e9 aux donn\u00e9es et informations en temps r\u00e9el de vos installations.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/industry-analytics\/june5\/\">\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\/dashboard-reporting\/dream-report-for-proficy\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"204\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Dream-Report-1-306x204.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Dream-Report-1-306x204.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Dream-Report-1-300x200.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Dream-Report-1-86x57.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Dream-Report-1.jpg.webp 600w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>Dream Report for Proficy<\/h4>\n      \n              <p>Dream Report g\u00e9n\u00e8re des rapports et tableaux de bord pertinents, am\u00e9liorant ainsi les performances de vos installations.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/dashboard-reporting\/dream-report-for-proficy\/\">\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\/materiel-industriel\/exor-hardware\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"204\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/EXOR-Hardware-1-306x204.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/EXOR-Hardware-1-306x204.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/EXOR-Hardware-1-300x200.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/EXOR-Hardware-1-86x57.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/EXOR-Hardware-1.jpg.webp 600w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>EXOR Hardware<\/h4>\n      \n              <p>Dans le domaine de la visualisation industrielle, EXOR propose une gamme impressionnante de solutions mat\u00e9rielles sp\u00e9cialement con\u00e7ues pour porter l\u2019efficacit\u00e9, le contr\u00f4le et l\u2019ergonomie \u00e0 un niveau sup\u00e9rieur.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/materiel-industriel\/exor-hardware\/\">\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\/materiel-industriel\/jmobile\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"204\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/JMobile-1-306x204.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/JMobile-1-306x204.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/JMobile-1-300x200.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/JMobile-1-86x57.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/JMobile-1.jpg.webp 600w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>JMobile<\/h4>\n      \n              <p>Avec un seul logiciel facile \u00e0 ma\u00eetriser, JMobile d\u2019Exor couvre la connectivit\u00e9, la gestion des appareils, la gestion des processus et la visualisation des donn\u00e9es.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/fr\/materiel-industriel\/jmobile\/\">\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=\"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 <strong data-start=\"89\" data-end=\"132\">visualisation<br \/>\n<\/strong><strong data-start=\"89\" data-end=\"132\">des donn\u00e9es industrielles<\/strong> jusqu\u2019aux produits tels que <strong data-start=\"161\" data-end=\"169\">iFIX<\/strong><br \/>\nou <strong data-start=\"173\" data-end=\"187\">CIMPLICITY<\/strong> de <strong data-start=\"191\" data-end=\"202\">Proficy<\/strong>, ou encore le mat\u00e9riel <strong data-start=\"226\" data-end=\"234\">Exor<\/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":"12409,16922,13571,27490,22457,21229","_relevanssi_noindex_reason":"","content-type":"","footnotes":""},"class_list":["post-28215","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>Visualize - Rendre les donn\u00e9es industrielles compr\u00e9hensibles<\/title>\n<meta name=\"description\" content=\"Garder une vue d\u2019ensemble gr\u00e2ce \u00e0 la visualisation des donn\u00e9es : voici comment les solutions HMI\/SCADA contribuent \u00e0 piloter les installations de mani\u00e8re efficace.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Visualize - Rendre les donn\u00e9es industrielles compr\u00e9hensibles\" \/>\n<meta property=\"og:description\" content=\"Garder une vue d\u2019ensemble gr\u00e2ce \u00e0 la visualisation des donn\u00e9es : voici comment les solutions HMI\/SCADA contribuent \u00e0 piloter les installations de mani\u00e8re efficace.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/\" \/>\n<meta property=\"og:site_name\" content=\"Novotek CH\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-21T15:26:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/\/DigitalizationWheel_Novotek_visualize-880x1024.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/fr\\\/solutions-et-produits-2\\\/visualize-visualisation-de-donnees-industrielles\\\/\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/fr\\\/solutions-et-produits-2\\\/visualize-visualisation-de-donnees-industrielles\\\/\",\"name\":\"Visualize - Rendre les donn\u00e9es industrielles compr\u00e9hensibles\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/fr\\\/solutions-et-produits-2\\\/visualize-visualisation-de-donnees-industrielles\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/fr\\\/solutions-et-produits-2\\\/visualize-visualisation-de-donnees-industrielles\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/\\\/DigitalizationWheel_Novotek_visualize-880x1024.png\",\"datePublished\":\"2025-10-21T15:04:06+00:00\",\"dateModified\":\"2025-10-21T15:26:56+00:00\",\"description\":\"Garder une vue d\u2019ensemble gr\u00e2ce \u00e0 la visualisation des donn\u00e9es : voici comment les solutions HMI\\\/SCADA contribuent \u00e0 piloter les installations de mani\u00e8re efficace.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/fr\\\/solutions-et-produits-2\\\/visualize-visualisation-de-donnees-industrielles\\\/#breadcrumb\"},\"inLanguage\":\"fr-CH\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.novotek.com\\\/ch\\\/fr\\\/solutions-et-produits-2\\\/visualize-visualisation-de-donnees-industrielles\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-CH\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/fr\\\/solutions-et-produits-2\\\/visualize-visualisation-de-donnees-industrielles\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/\\\/DigitalizationWheel_Novotek_visualize-880x1024.png\",\"contentUrl\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/\\\/DigitalizationWheel_Novotek_visualize-880x1024.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/fr\\\/solutions-et-produits-2\\\/visualize-visualisation-de-donnees-industrielles\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Solutions et produits\",\"item\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/fr\\\/solutions-et-produits-2\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Visualize &#8211; Visualisation de donn\u00e9es industrielles\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/#website\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/\",\"name\":\"Novotek Switzerland AG\",\"description\":\"Connect - Digitalize - Optimize\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-CH\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/#organization\",\"name\":\"Novotek Switzerland AG\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-CH\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/novotek-symbol-rgb-pos-white-border-512x512-1.png\",\"contentUrl\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/novotek-symbol-rgb-pos-white-border-512x512-1.png\",\"width\":512,\"height\":512,\"caption\":\"Novotek Switzerland AG\"},\"image\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Visualize - Rendre les donn\u00e9es industrielles compr\u00e9hensibles","description":"Garder une vue d\u2019ensemble gr\u00e2ce \u00e0 la visualisation des donn\u00e9es : voici comment les solutions HMI\/SCADA contribuent \u00e0 piloter les installations de mani\u00e8re efficace.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/","og_locale":"fr_FR","og_type":"article","og_title":"Visualize - Rendre les donn\u00e9es industrielles compr\u00e9hensibles","og_description":"Garder une vue d\u2019ensemble gr\u00e2ce \u00e0 la visualisation des donn\u00e9es : voici comment les solutions HMI\/SCADA contribuent \u00e0 piloter les installations de mani\u00e8re efficace.","og_url":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/","og_site_name":"Novotek CH","article_modified_time":"2025-10-21T15:26:56+00:00","og_image":[{"url":"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/\/DigitalizationWheel_Novotek_visualize-880x1024.png","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/","url":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/","name":"Visualize - Rendre les donn\u00e9es industrielles compr\u00e9hensibles","isPartOf":{"@id":"https:\/\/www.novotek.com\/ch\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/#primaryimage"},"image":{"@id":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/#primaryimage"},"thumbnailUrl":"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/\/DigitalizationWheel_Novotek_visualize-880x1024.png","datePublished":"2025-10-21T15:04:06+00:00","dateModified":"2025-10-21T15:26:56+00:00","description":"Garder une vue d\u2019ensemble gr\u00e2ce \u00e0 la visualisation des donn\u00e9es : voici comment les solutions HMI\/SCADA contribuent \u00e0 piloter les installations de mani\u00e8re efficace.","breadcrumb":{"@id":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/#breadcrumb"},"inLanguage":"fr-CH","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/"]}]},{"@type":"ImageObject","inLanguage":"fr-CH","@id":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/#primaryimage","url":"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/\/DigitalizationWheel_Novotek_visualize-880x1024.png","contentUrl":"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/\/DigitalizationWheel_Novotek_visualize-880x1024.png"},{"@type":"BreadcrumbList","@id":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/visualize-visualisation-de-donnees-industrielles\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.novotek.com\/ch\/fr\/"},{"@type":"ListItem","position":2,"name":"Solutions et produits","item":"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/"},{"@type":"ListItem","position":3,"name":"Visualize &#8211; Visualisation de donn\u00e9es industrielles"}]},{"@type":"WebSite","@id":"https:\/\/www.novotek.com\/ch\/#website","url":"https:\/\/www.novotek.com\/ch\/","name":"Novotek Switzerland AG","description":"Connect - Digitalize - Optimize","publisher":{"@id":"https:\/\/www.novotek.com\/ch\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.novotek.com\/ch\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-CH"},{"@type":"Organization","@id":"https:\/\/www.novotek.com\/ch\/#organization","name":"Novotek Switzerland AG","url":"https:\/\/www.novotek.com\/ch\/","logo":{"@type":"ImageObject","inLanguage":"fr-CH","@id":"https:\/\/www.novotek.com\/ch\/#\/schema\/logo\/image\/","url":"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/novotek-symbol-rgb-pos-white-border-512x512-1.png","contentUrl":"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/novotek-symbol-rgb-pos-white-border-512x512-1.png","width":512,"height":512,"caption":"Novotek Switzerland AG"},"image":{"@id":"https:\/\/www.novotek.com\/ch\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/www.novotek.com\/ch\/fr\/wp-json\/wp\/v2\/pages\/28215","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.novotek.com\/ch\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.novotek.com\/ch\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.novotek.com\/ch\/fr\/wp-json\/wp\/v2\/users\/35"}],"replies":[{"embeddable":true,"href":"https:\/\/www.novotek.com\/ch\/fr\/wp-json\/wp\/v2\/comments?post=28215"}],"version-history":[{"count":5,"href":"https:\/\/www.novotek.com\/ch\/fr\/wp-json\/wp\/v2\/pages\/28215\/revisions"}],"predecessor-version":[{"id":28225,"href":"https:\/\/www.novotek.com\/ch\/fr\/wp-json\/wp\/v2\/pages\/28215\/revisions\/28225"}],"up":[{"embeddable":true,"href":"https:\/\/www.novotek.com\/ch\/fr\/wp-json\/wp\/v2\/pages\/28090"}],"wp:attachment":[{"href":"https:\/\/www.novotek.com\/ch\/fr\/wp-json\/wp\/v2\/media?parent=28215"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}