{"id":17796,"date":"2025-10-17T09:56:35","date_gmt":"2025-10-17T08:56:35","guid":{"rendered":"https:\/\/www.novotek.com\/be\/insight\/quest-ce-quun-scada-base-sur-lia\/"},"modified":"2025-10-17T12:11:41","modified_gmt":"2025-10-17T11:11:41","slug":"quest-ce-quun-scada-base-sur-lia","status":"publish","type":"insights","link":"https:\/\/www.novotek.com\/be\/fr\/insight\/quest-ce-quun-scada-base-sur-lia\/","title":{"rendered":"Que sont les syst\u00e8mes SCADA bas\u00e9s sur l&rsquo;IA &amp; quels avantages apportent-ils ?"},"content":{"rendered":"<div class=\"container-md paragraph  \">\n<p class=\"has-novotek-red-color has-text-color has-link-color wp-elements-2f3ba1daaf8538d4c79751bd6a520973\"><strong>ANTICIPER &amp; AGIR EFFICACEMENT<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide\">Transformer l&rsquo;automatisation industrielle avec l&rsquo;IA<\/h2>\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\" style=\"flex-basis:66.66%\"><div class=\"container-md paragraph  \">\n<p>La surveillance et le contr\u00f4le industriels connaissent un v\u00e9ritable changement gr\u00e2ce \u00e0 l&rsquo;int\u00e9gration de l&rsquo;intelligence artificielle (IA) dans les syst\u00e8mes SCADA. Cette technologie permet aux entreprises de rendre leurs op\u00e9rations non seulement plus efficaces, mais aussi plus s\u00fbres. Comment cela fonctionne-t-il ? L&rsquo;IA analyse les donn\u00e9es historiques des processus et les alarmes, d\u00e9tecte \u00e0 temps les mod\u00e8les et les probl\u00e8mes potentiels &#8211; et \u00e9vite ainsi que ceux-ci ne se transforment en pannes co\u00fbteuses. Ces avantages sont convaincants :\n\n<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>moins de temps d&rsquo;arr\u00eat<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>des ressources optimis\u00e9es<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>des r\u00e9actions plus rapides<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>s\u00e9curit\u00e9 accrue<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>co\u00fbts r\u00e9duits<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><em>L&rsquo;int\u00e9gration de l&rsquo;intelligence artificielle dans les syst\u00e8mes SCADA optimise l&rsquo;automatisation industrielle. Apprenez-en plus sur les technologies et les cas d&rsquo;application qui rendent les syst\u00e8mes SCADA plus intelligents et d\u00e9couvrez les avantages des solutions bas\u00e9es sur l&rsquo;IA pour l&rsquo;industrie.<\/em><\/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\" style=\"flex-basis:33.33%\"><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 paragraph  \">\n<p class=\"has-background\" style=\"background-color:#f3f3f3\"><strong>Plan du site<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><a href=\"#kiscada\">Qu&rsquo;est-ce qu&rsquo;un syst\u00e8me SCADA bas\u00e9 sur l&rsquo;IA ?<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"#vorteil\">Avantages de l&rsquo;int\u00e9gration de l&rsquo;IA dans le SCADA<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"#csense\">Les technologies derri\u00e8re le SCADA bas\u00e9 sur l&rsquo;IA \u00e0 l&rsquo;exemple de Proficy CSense<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"#praxis\">Cas d&rsquo;application de la pratique<\/a><\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" id=\"kiscada\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\">Qu&rsquo;est-ce qu&rsquo;un syst\u00e8me SCADA bas\u00e9 sur l&rsquo;IA ?<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Les syst\u00e8mes de contr\u00f4le et d&rsquo;acquisition de donn\u00e9es (SCADA) sont utilis\u00e9s pour surveiller et contr\u00f4ler les processus et infrastructures industriels. L&rsquo;utilisation de l&rsquo;intelligence artificielle dans un tel environnement pourrait apporter plusieurs ajouts pr\u00e9cieux. Un syst\u00e8me d&rsquo;intelligence artificielle peut reconna\u00eetre certaines situations sur la base de donn\u00e9es de processus et d&rsquo;alarmes ant\u00e9rieures et fournir aux op\u00e9rateurs des informations utiles dans ce cas.<br>  <\/p>\n<\/div>\n\n<div class=\"wp-block-image\"><div class=\"container-md image  aligncenter\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/\/AI-1024x683.jpg\" alt=\"CSense Starter Runtime Edition\" class=\"wp-image-15100\" style=\"width:443px;height:auto\" srcset=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/AI-1024x683.jpg 1024w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/AI-300x200.jpg 300w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/AI-768x512.jpg 768w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/AI-86x57.jpg 86w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/AI-306x204.jpg 306w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/AI-636x424.jpg 636w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/AI.jpg 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Avantages de l&rsquo;int\u00e9gration de l&rsquo;IA dans les syst\u00e8mes SCADA<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>L&rsquo;int\u00e9gration de l&rsquo;intelligence artificielle dans les syst\u00e8mes SCADA apporte un certain nombre d&rsquo;avantages pr\u00e9cieux pour l&rsquo;automatisation industrielle. Les syst\u00e8mes SCADA bas\u00e9s sur l&rsquo;IA vont au-del\u00e0 de la simple surveillance des processus et offrent des fonctions intelligentes qui am\u00e9liorent consid\u00e9rablement l&rsquo;efficacit\u00e9 op\u00e9rationnelle, la s\u00e9curit\u00e9 et la prise de d\u00e9cision.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Voici une s\u00e9lection des principales options et avantages offerts par les syst\u00e8mes SCADA bas\u00e9s sur l&rsquo;IA :<\/p>\n<\/div>\n\n<div class=\"container media-text  alignwide\">\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:15% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/fr\/wp-content\/uploads\/sites\/21\/icon-lupe-rg-150x150-1.png\" alt=\"\" class=\"wp-image-21501 size-thumbnail\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-medium-font-size\">Analyse et diagnostic intelligents<\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Predictive Analytics<\/strong>: Identifier les probl\u00e8mes potentiels avant qu&rsquo;ils ne surviennent, gr\u00e2ce \u00e0 la reconnaissance des formes et \u00e0 l&rsquo;analyse des donn\u00e9es historiques.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Diagnostic des erreurs :<\/strong> Fournir des diagnostics d\u00e9taill\u00e9s des erreurs et des propositions de solutions sur la base de donn\u00e9es historiques et des meilleures pratiques.<\/li>\n<\/div><\/ul>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:13px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container media-text  alignwide\">\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:15% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/fr\/wp-content\/uploads\/sites\/21\/kommunikation-icon.png\" alt=\"\" class=\"wp-image-21577 size-thumbnail\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-medium-font-size\">Interaction et convivialit\u00e9 am\u00e9lior\u00e9es<\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Interface en langage naturel :<\/strong> les op\u00e9rateurs peuvent communiquer de mani\u00e8re naturelle avec le syst\u00e8me SCADA, ce qui facilite la demande d&rsquo;informations et les commandes.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Questions et r\u00e9ponses :<\/strong> les op\u00e9rateurs peuvent poser des questions et obtenir des r\u00e9ponses rapides sur l&rsquo;\u00e9tat du syst\u00e8me, les donn\u00e9es historiques et les meilleures pratiques.<\/li>\n<\/div><\/ul>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container media-text  alignwide\">\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:15% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/fr\/wp-content\/uploads\/sites\/21\/idee-icon-rg.png\" alt=\"\" class=\"wp-image-21510 size-thumbnail\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-medium-font-size\">Aide \u00e0 la prise de d\u00e9cision<\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Interpr\u00e9tation des donn\u00e9es :<\/strong> aider \u00e0 interpr\u00e9ter des ensembles de donn\u00e9es complexes et fournir des connaissances qui aident \u00e0 la prise de d\u00e9cision.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Analyse de sc\u00e9narios :<\/strong> simulation de diff\u00e9rents sc\u00e9narios et de leurs r\u00e9sultats possibles afin de d\u00e9terminer les meilleures mesures \u00e0 prendre.<\/li>\n<\/div><\/ul>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container media-text  alignwide\">\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:15% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/fr\/wp-content\/uploads\/sites\/21\/education-icon.png\" alt=\"\" class=\"wp-image-22158 size-thumbnail\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-medium-font-size\">Formation et assistance<\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Formation sur le lieu de travail :<\/strong> mise \u00e0 disposition de mat\u00e9riel de formation et d&rsquo;instructions en temps r\u00e9el pour les nouveaux op\u00e9rateurs.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Assistance en cas d&rsquo;incident :<\/strong> Assistance progressive en cas d&rsquo;incident ou de situation inhabituelle.<\/li>\n<\/div><\/ul>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container media-text  alignwide\">\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:15% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/fr\/wp-content\/uploads\/sites\/21\/automation-icon.png\" alt=\"\" class=\"wp-image-22162 size-thumbnail\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-medium-font-size\">Automatisation et optimisation<\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Propositions d&rsquo;optimisation :<\/strong> Fournir des conseils sur l&rsquo;optimisation des processus en fonction des performances et des tendances historiques.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Automatiser les t\u00e2ches de routine :<\/strong> Automatiser les t\u00e2ches et les contr\u00f4les de routine afin d&rsquo;augmenter l&rsquo;efficacit\u00e9 et de r\u00e9duire les erreurs humaines.<\/li>\n<\/div><\/ul>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container media-text  alignwide\">\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:15% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/fr\/wp-content\/uploads\/sites\/21\/ot-security-icon.png\" alt=\"\" class=\"wp-image-21191 size-thumbnail\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-medium-font-size\">Am\u00e9lioration de la s\u00e9curit\u00e9<\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Alertes de s\u00e9curit\u00e9 en temps r\u00e9el :<\/strong> d\u00e9tecter et signaler les violations de s\u00e9curit\u00e9 ou les comportements anormaux en temps r\u00e9el.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Consignes de s\u00e9curit\u00e9 :<\/strong> Conseils sur les proc\u00e9dures de s\u00e9curit\u00e9 et la conformit\u00e9 r\u00e9glementaire.<\/li>\n<\/div><\/ul>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" id=\"csense\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>De la th\u00e9orie \u00e0 la pratique : Proficy CSense comme exemple de SCADAs bas\u00e9s sur l&rsquo;IA<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Apr\u00e8s avoir \u00e9num\u00e9r\u00e9 ce que sont les syst\u00e8mes SCADA bas\u00e9s sur l&rsquo;IA et les multiples avantages qu&rsquo;ils offrent, nous souhaitons maintenant vous montrer comment vous pouvez concr\u00e8tement mettre en pratique cette technologie \u00e0 l&rsquo;aide de Proficy CSense de GE Vernova. \u00c0 partir de la version 2024, Proficy CSense propose un module compl\u00e9mentaire gratuit, Starter Runtime Edition, qui vous permet d&rsquo;entrer directement dans le monde de l&rsquo;IA. Ce module compl\u00e9mentaire ajoute \u00e0 votre syst\u00e8me SCADA une intelligence bas\u00e9e sur l&rsquo;apprentissage automatique. Cinq mod\u00e8les pr\u00e9d\u00e9finis permettent de profiter imm\u00e9diatement de la puissance de l&rsquo;IA.<\/p>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/fr\/wp-content\/uploads\/sites\/21\/\/Proficy-CSense-Starter-Runtimer-Template-overview-1024x446.jpg\" alt=\"\" class=\"wp-image-22221\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>D\u00e9tecte et analyse les alarmes pass\u00e9es et avertit les op\u00e9rateurs avant qu&rsquo;un sch\u00e9ma similaire ne se reproduise.<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\">Sensor Health Monitoring<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Saisit et \u00e9value les donn\u00e9es des capteurs, d\u00e9tecte les valeurs aberrantes ou erron\u00e9es et les exclut automatiquement afin de garantir l&rsquo;int\u00e9grit\u00e9 des donn\u00e9es.<\/p>\n<\/div>\n\n<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 heading  \">\n<h3 class=\"wp-block-heading\">PID Control Loop Monitoring<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Surveille les performances des boucles de contr\u00f4le PID, identifie les boucles mal r\u00e9gl\u00e9es et donne des conseils pour stabiliser et am\u00e9liorer les processus.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:17px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\">AI\/ML-Regression Model<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Utilise les r\u00e9seaux neuronaux pour identifier les relations non lin\u00e9aires entre diff\u00e9rentes variables de processus et pr\u00e9dire le comportement des syst\u00e8mes.<\/p>\n<\/div>\n\n<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 heading  \">\n<h3 class=\"wp-block-heading\">Model Predictive Control<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Optimise les processus en contr\u00f4lant simultan\u00e9ment plusieurs valeurs d&rsquo;entr\u00e9e afin d&rsquo;obtenir les valeurs de sortie souhait\u00e9es.<\/p>\n<\/div>\n\n<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 paragraph  \">\n<p>Le <strong>CSense Runtime Engine<\/strong> fournit les r\u00e9sultats en temps r\u00e9el et les int\u00e8gre de mani\u00e8re transparente dans des syst\u00e8mes SCADA tels que Proficy iFIX ou CIMPLICITY. Les r\u00e9sultats peuvent \u00eatre visualis\u00e9s et surveill\u00e9s via le Operations Hub.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" id=\"praxis\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Cas d&rsquo;application pratiques &#8211; Comment les entreprises profitent des syst\u00e8mes SCADA bas\u00e9s sur l&rsquo;IA<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>L&rsquo;int\u00e9gration de Proficy CSense dans les syst\u00e8mes SCADA offre de nombreuses possibilit\u00e9s d&rsquo;optimisation des processus industriels. Les cas d&rsquo;utilisation suivants montrent comment des entreprises de diff\u00e9rents secteurs profitent de cette technologie.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>T\u00e9l\u00e9chargez nos cas d&rsquo;utilisation et d\u00e9couvrez comment les entreprises utilisent Proficy CSense pour am\u00e9liorer leur efficacit\u00e9 ou viser une production plus durable.<\/p>\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\" style=\"flex-basis:300px\"><div class=\"container-md\">\n  <div class=\"download-files\">\n          <strong>Optimisation des boucles de contr\u00f4le PID<\/strong>\n    \n          <div><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-17815\" src=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Monitor-the-health-of-PID-Loops_download-1-1536x1024-1-1024x683-1-300x200.png\" alt=\"PID Control Loops\" width=\"300\" height=\"200\" srcset=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Monitor-the-health-of-PID-Loops_download-1-1536x1024-1-1024x683-1-300x200.png 300w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Monitor-the-health-of-PID-Loops_download-1-1536x1024-1-1024x683-1-768x512.png 768w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Monitor-the-health-of-PID-Loops_download-1-1536x1024-1-1024x683-1-86x57.png 86w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Monitor-the-health-of-PID-Loops_download-1-1536x1024-1-1024x683-1-306x204.png 306w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Monitor-the-health-of-PID-Loops_download-1-1536x1024-1-1024x683-1-636x424.png 636w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Monitor-the-health-of-PID-Loops_download-1-1536x1024-1-1024x683-1.png 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<\/div>\n    \n          <ul>\n                  <li>\n                          \n                <div class=\"download-single-file-thumbnail\">\n                  <a href=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Use-case-PID-control-loops-1.pdf\" download><img decoding=\"async\" class=\"svg-primary\" src=\"https:\/\/www.novotek.com\/be\/wp-content\/themes\/novotek-multi\/assets\/svg\/file.svg\"><\/a>\n                <\/div>\n\n                <div class=\"download-single-file-content\">\n                  <a href=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Use-case-PID-control-loops-1.pdf\" download><strong>PID control loops<\/strong><\/a>\n\n                  <div class=\"download-single-file-details\">\n                  <a href=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Use-case-PID-control-loops-1.pdf\" download>PDF<\/a>\n                  <\/div>\n                <\/div>\n\n                          \n          <\/li>\n              <\/ul>\n      <\/div>\n<\/div>\n\n\n<script>\n    function setCookie(key, value, expiry) {\n        var expires = new Date();\n        expires.setTime(expires.getTime() + (expiry * 24 * 60 * 60 * 1000));\n        document.cookie = key + '=' + value + ';expires=' + expires.toUTCString() + '; path=\/';\n    }\n\n    jQuery(document).ready(function($) {\n      $('.btn-primary').click(function() {\n        console.log('yes');\n        setCookie('firstname', $('input.firstname').val(), '30');\n        setCookie('lastname', $('input.lastname').val(), '30');\n        setCookie('email', $('input.email').val(), '30');\n      });\n    });\n<\/script><\/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\" style=\"flex-basis:300px\"><div class=\"container-md\">\n  <div class=\"download-files\">\n          <strong>Maintenance pr\u00e9dictive<\/strong>\n    \n          <div><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-17817\" src=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Preventive-maintenance_download-1536x1024-1-1024x683-1-300x200.png\" alt=\"Predictive Maintenance\" width=\"300\" height=\"200\" srcset=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Preventive-maintenance_download-1536x1024-1-1024x683-1-300x200.png 300w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Preventive-maintenance_download-1536x1024-1-1024x683-1-768x512.png 768w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Preventive-maintenance_download-1536x1024-1-1024x683-1-86x57.png 86w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Preventive-maintenance_download-1536x1024-1-1024x683-1-306x204.png 306w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Preventive-maintenance_download-1536x1024-1-1024x683-1-636x424.png 636w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Preventive-maintenance_download-1536x1024-1-1024x683-1.png 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<\/div>\n    \n          <ul>\n                  <li>\n                          \n                <div class=\"download-single-file-thumbnail\">\n                  <a href=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Use-case-CSense-Predictive-Maintenance.pdf\" download><img decoding=\"async\" class=\"svg-primary\" src=\"https:\/\/www.novotek.com\/be\/wp-content\/themes\/novotek-multi\/assets\/svg\/file.svg\"><\/a>\n                <\/div>\n\n                <div class=\"download-single-file-content\">\n                  <a href=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Use-case-CSense-Predictive-Maintenance.pdf\" download><strong>Use Case Predictive Maintenance<\/strong><\/a>\n\n                  <div class=\"download-single-file-details\">\n                  <a href=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Use-case-CSense-Predictive-Maintenance.pdf\" download>PDF<\/a>\n                  <\/div>\n                <\/div>\n\n                          \n          <\/li>\n              <\/ul>\n      <\/div>\n<\/div>\n\n\n<script>\n    function setCookie(key, value, expiry) {\n        var expires = new Date();\n        expires.setTime(expires.getTime() + (expiry * 24 * 60 * 60 * 1000));\n        document.cookie = key + '=' + value + ';expires=' + expires.toUTCString() + '; path=\/';\n    }\n\n    jQuery(document).ready(function($) {\n      $('.btn-primary').click(function() {\n        console.log('yes');\n        setCookie('firstname', $('input.firstname').val(), '30');\n        setCookie('lastname', $('input.lastname').val(), '30');\n        setCookie('email', $('input.email').val(), '30');\n      });\n    });\n<\/script><\/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\" style=\"flex-basis:300px\"><div class=\"container-md\">\n  <div class=\"download-files\">\n          <strong>Optimisation de l&rsquo;\u00e9nergie dans les aci\u00e9ries<\/strong>\n    \n          <div><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-17813\" src=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Energy-optimazation_steel-manaufacturing_Download-1536x1024-1-1024x683-1-300x200.png\" alt=\"Steel Manufacturing\" width=\"300\" height=\"200\" srcset=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Energy-optimazation_steel-manaufacturing_Download-1536x1024-1-1024x683-1-300x200.png 300w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Energy-optimazation_steel-manaufacturing_Download-1536x1024-1-1024x683-1-768x512.png 768w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Energy-optimazation_steel-manaufacturing_Download-1536x1024-1-1024x683-1-86x57.png 86w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Energy-optimazation_steel-manaufacturing_Download-1536x1024-1-1024x683-1-306x204.png 306w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Energy-optimazation_steel-manaufacturing_Download-1536x1024-1-1024x683-1-636x424.png 636w, https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Energy-optimazation_steel-manaufacturing_Download-1536x1024-1-1024x683-1.png 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<\/div>\n    \n          <ul>\n                  <li>\n                          \n                <div class=\"download-single-file-thumbnail\">\n                  <a href=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Use-case-Steel-Manufacturing.pdf\" download><img decoding=\"async\" class=\"svg-primary\" src=\"https:\/\/www.novotek.com\/be\/wp-content\/themes\/novotek-multi\/assets\/svg\/file.svg\"><\/a>\n                <\/div>\n\n                <div class=\"download-single-file-content\">\n                  <a href=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Use-case-Steel-Manufacturing.pdf\" download><strong>Use Case Steel Manufacturing<\/strong><\/a>\n\n                  <div class=\"download-single-file-details\">\n                  <a href=\"https:\/\/www.novotek.com\/be\/wp-content\/uploads\/sites\/9\/Use-case-Steel-Manufacturing.pdf\" download>PDF<\/a>\n                  <\/div>\n                <\/div>\n\n                          \n          <\/li>\n              <\/ul>\n      <\/div>\n<\/div>\n\n\n<script>\n    function setCookie(key, value, expiry) {\n        var expires = new Date();\n        expires.setTime(expires.getTime() + (expiry * 24 * 60 * 60 * 1000));\n        document.cookie = key + '=' + value + ';expires=' + expires.toUTCString() + '; path=\/';\n    }\n\n    jQuery(document).ready(function($) {\n      $('.btn-primary').click(function() {\n        console.log('yes');\n        setCookie('firstname', $('input.firstname').val(), '30');\n        setCookie('lastname', $('input.lastname').val(), '30');\n        setCookie('email', $('input.email').val(), '30');\n      });\n    });\n<\/script><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:17px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md separator  \">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:22px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\">Quel est le potentiel inexploit\u00e9 de vos processus ?<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>D\u00e9couvrez comment les syst\u00e8mes SCADA bas\u00e9s sur l&rsquo;IA peuvent optimiser vos op\u00e9rations. Remplissez simplement le formulaire et faites le prochain pas vers le ML\/AI !<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:17px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md buttons  \">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"container-md button  \">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-vivid-red-background-color has-background wp-element-button\" href=\"https:\/\/www.novotek.com\/be\/oplossingen-en-producten\/proficy-csense-starter-runtime-edition\/\">En savoir plus sur le module compl\u00e9mentaire IA<\/a><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:47px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md separator  \">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Que peut signifier l&rsquo;intelligence artificielle dans un syst\u00e8me de contr\u00f4le et d&rsquo;acquisition de donn\u00e9es (SCADA) ? <\/p>\n","protected":false},"featured_media":0,"template":"","insight_category":[32],"class_list":["post-17796","insights","type-insights","status-publish","hentry","insight_category-optimiser"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Que sont les syst\u00e8mes SCADA bas\u00e9s sur l&#039;IA &amp; quels avantages apportent-ils ? - Novotek Belgium<\/title>\n<meta name=\"description\" content=\"GE Vernova lance le premier syst\u00e8me SCADA au monde bas\u00e9 sur l&#039;IA. 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