{"id":16251,"date":"2025-08-07T12:53:36","date_gmt":"2025-08-07T12:53:36","guid":{"rendered":"https:\/\/www.novotek.com\/no\/?post_type=insights&#038;p=16251"},"modified":"2025-08-07T12:53:37","modified_gmt":"2025-08-07T12:53:37","slug":"3-praktiske-bruksomrader-for-industriell-ai","status":"publish","type":"insights","link":"https:\/\/www.novotek.com\/no\/insight\/3-praktiske-bruksomrader-for-industriell-ai\/","title":{"rendered":"3 praktiske bruksomr\u00e5der for industriell AI"},"content":{"rendered":"<div class=\"container-md paragraph  \">\n<p>Lurer du p\u00e5 hvordan AI kan levere verdi i ditt industrielle milj\u00f8? Du er ikke alene! I denne artikkelen ser vi p\u00e5 tre praktiske bruksomr\u00e5der for industriell AI, og viser deg stegene for \u00e5 komme i gang.\u00a0<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>La oss snakke om:&nbsp;<\/strong><\/p>\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=\"#prediktivt-vedlikehold\">Prediktivt vedlikehold<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"#energioptimalisering\">Energioptimalisering<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"#mcp\">Koble produksjonsdata med spr\u00e5kmodeller<\/a><\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:20px\" aria-hidden=\"true\" id=\"prediktivt-vedlikehold\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container media-text  \">\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\" style=\"grid-template-columns:auto 40%\"><div class=\"wp-block-media-text__content\"><div class=\"container-md paragraph  \">\n<p class=\"has-novotek-dark-red-color has-text-color has-link-color wp-elements-5f1436adfae94877ea1332ce284e2eb9\" style=\"font-size:22px\"><strong>Bruksomr\u00e5de 1<\/strong>:<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\"><strong>Prediktivt vedlikehold<\/strong><\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Med prediktivt vedlikehold kan du identifisere problemer f\u00f8r de oppst\u00e5r, og unng\u00e5 uventede utstyrsfeil og nedetid. Ved \u00e5 analysere tidsseriedata som samles inn fra sensorer, og ofte lagres i en historian-database som <a href=\"https:\/\/www.novotek.com\/no\/digitalisering\/datainnsamling-og-rapportering\/proficy-historian\/\"><strong>Proficy Historian<\/strong><\/a>, kan maskinl\u00e6ringsmodeller oppdage tidlige tegn p\u00e5 problemer, som unormale trender eller avvik fra vanlige operasjonsforhold.&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>N\u00e5r de er trent kan disse modellene kj\u00f8re lokalt eller i et sentralt system, avhengig av oppsett. Integrasjon med SCADA-systemer som Proficy iFIX gj\u00f8r det mulig \u00e5 aktivere alarmer, sette \u00abHealth Scores\u00bb eller st\u00f8tte planlegging av vedlikehold i sanntid.&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" 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 paragraph  \">\n<p style=\"font-size:18px\"><strong>Dette trenger du for \u00e5 komme i gang<\/strong>:<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul style=\"background-color:#f1f1f1\" class=\"wp-block-list has-background\"><div class=\"container-md list-item  \">\n<li>Tidsseriedata fra sensorer knyttet til kritisk utstyr<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>En historian-database for \u00e5 samle inn og organisere data (som Proficy Historian)<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Et Machine Learning eller Analytics-verkt\u00f8y som kan bygge og implementere modeller (som Proficy CSense)<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Integrasjon med et HMI\/SCADA-system for \u00e5 visualisere resultatene og generere varslinger (f.eks. Proficy iFIX)<\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md paragraph  \">\n<p><\/p>\n<\/div><\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Predictive-Maintenance.png\" alt=\"\" class=\"wp-image-16256 size-full\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Predictive-Maintenance.png 800w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Predictive-Maintenance-300x225.png 300w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Predictive-Maintenance-768x576.png 768w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Predictive-Maintenance-86x65.png 86w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Predictive-Maintenance-306x230.png 306w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Predictive-Maintenance-636x477.png 636w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:1px\" aria-hidden=\"true\" id=\"energioptimalisering\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container media-text  \">\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:40% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Energy-Optimization.png\" alt=\"\" class=\"wp-image-16258 size-full\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Energy-Optimization.png 800w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Energy-Optimization-300x225.png 300w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Energy-Optimization-768x576.png 768w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Energy-Optimization-86x65.png 86w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Energy-Optimization-306x230.png 306w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/Energy-Optimization-636x477.png 636w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md paragraph  \">\n<p class=\"has-novotek-dark-red-color has-text-color has-link-color wp-elements-7416d895d408c0824b3ad6536be4cb8e\" style=\"font-size:22px\"><strong>Bruksomr\u00e5de 2:<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Energioptimalisering<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Ved \u00e5 bruke AI til energioptimalisering kan du redusere energiforbruket uten at det g\u00e5r p\u00e5 bekostning av effektiviteten til anlegget. Det fungerer ved \u00e5 samle sensordata i sanntid, og bruke dataene til \u00e5 trene en modell s\u00e5 den forst\u00e5r hvordan prosessen kj\u00f8rer.&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>AI-modellen forutsier de beste kontrollhandlingene (som \u00e5 justere settpunkter) basert p\u00e5 gjeldende driftsforhold og systembegrensninger. Disse anbefalingene sendes til SCADA-systemet, som deretter kommuniserer med hardware som PLS-er for \u00e5 gj\u00f8re endringene. Prosessen kj\u00f8rer kontinuerlig i en lukket sl\u00f8yfe, p\u00e5 samme m\u00e5te som modellbasert prediktiv styring, og justerer seg hele tiden for \u00e5 finne det mest effektive driftspunktet.&nbsp;&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>N\u00e5r de er trent kan disse modellene kj\u00f8re on edge, eller i et sentralt system, avhengig av oppsett. Integrasjon med SCADA-systemer som <strong><a href=\"https:\/\/www.novotek.com\/no\/automasjon\/scada\/proficy-ifix\/\">Proficy iFIX<\/a><\/strong> gj\u00f8r det mulig \u00e5 aktivere alarmer, sette \u00abHealth Scores\u00bb eller st\u00f8tte planlegging av vedlikehold i sanntid.&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p style=\"font-size:18px\"><strong>Dette trenger du for \u00e5 komme i gang:&nbsp;<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul style=\"background-color:#f1f1f1\" class=\"wp-block-list has-background\"><div class=\"container-md list-item  \">\n<li>Valgfritt: Lokal eller edge-distribusjon for raskere sanntidsrespons<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Sanntidsdata fra energim\u00e5lere og prosessensorer<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>En historian-database til \u00e5 samle inn og organisere data (som Proficy Historian)<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>En AI eller optimaliseringsmodell for \u00e5 anbefale kontrollsettpunkter (som Proficy CSense)<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Et SCADA-system for \u00e5 sette settpunkter og overv\u00e5ke ytelsen (f.eks. Proficy iFIX)<\/li>\n<\/div><\/ul>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:1px\" aria-hidden=\"true\" id=\"mcp\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container media-text  \">\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\" style=\"grid-template-columns:auto 40%\"><div class=\"wp-block-media-text__content\"><div class=\"container-md paragraph  \">\n<p class=\"has-novotek-dark-red-color has-text-color has-link-color wp-elements-f636393493e966cb21466d238b8fd90b\" style=\"font-size:22px\"><strong>Bruksomr\u00e5de 3<\/strong>:<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Koble produksjonsdata med spr\u00e5kmodeller<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Tenk deg at du kan sp\u00f8rre fabrikken: \u00abHvorfor g\u00e5r linje 2 tregere enn vanlig i dag?\u00bb<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Og f\u00e5 et svar basert p\u00e5 sanntidsdata, historikk og forst\u00e5else av hvordan produksjonen henger sammen. Dette er n\u00e5 mulig.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Med en en MCP-server (Model Context Protocol), som for eksempel <strong><a href=\"https:\/\/www.novotek.com\/no\/digitalisering\/dataops\/highbyte-intelligence-hub\/\">HighByte Intelligence Hub<\/a><\/strong>, kan kontekstualisert produksjonsdata gj\u00f8res tilgjengelig for en agent basert p\u00e5 store spr\u00e5kmodeller (LLM). Dette er utviklet med verkt\u00f8y som LangChain eller LangFlow.&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Agenten kan abonnere p\u00e5 sanntidsdata fra prosessen, historiske data og modellerte sammenhenger. Dette gj\u00f8r den i stand til \u00e5 forst\u00e5 n\u00e5v\u00e6rende tilstand i anlegget, generere innsikt i naturlig spr\u00e5k og foresl\u00e5 kontrollhandlinger. Svarene kan presenteres for operat\u00f8rer, eller sendes direkte til SCADA-systemet for videre handling.&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Hele sl\u00f8yfen fungerer som en smart assistent: Den henter sanntids- og historiske data, bruker strukturert resonnering og gir deg informasjon du kan handle p\u00e5. Dette skaper et nytt lag av samarbeid mellom mennesker og kunstig intelligens i industrien.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" 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-novotek-red-background-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=5_WE6cZeDG8\">Vil du vite mer? Se denne videoen fra HighByte<\/a><\/div>\n<\/div><\/div>\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 style=\"font-size:18px\"><strong>Dette trenger du for \u00e5 komme i gang:<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul style=\"background-color:#f1f1f1\" class=\"wp-block-list has-background\"><div class=\"container-md list-item  \">\n<li>Valgfritt brukergrensesnitt: Operat\u00f8rskjerm med chatfunksjon<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Anleggsdata: Sensorer, PLS-er og kontrolldata<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Historian-database: For eksempel Proficy Historian som lagrer tidsseriedata<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>MCP Server: For eksempel HighByte Intelligence Hub, som kan brukes til \u00e5 modellere og kontekstualisere data<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>LLM\/AI Agent: Dette kan for eksempel v\u00e6re LangChain, local GPT model eller Azure OpenAI agent<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>SCADA-system: Som Proficy iFIX for \u00e5 visualisere eller iverksette anbefalinger.&nbsp;<\/li>\n<\/div><\/ul>\n<\/div><\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/MCP.png\" alt=\"Illustrasjon over MCP arkitektur\" class=\"wp-image-16260 size-full\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/MCP.png 800w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/MCP-300x225.png 300w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/MCP-768x576.png 768w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/MCP-86x65.png 86w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/MCP-306x230.png 306w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/Industriell_AI_3_use_cases\/MCP-636x477.png 636w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure><\/div>\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 heading  \">\n<h2 class=\"wp-block-heading\">AI tilpasset dine behov<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Er du klar for \u00e5 ta det f\u00f8rste steget mot AI? Vi hjelper deg \u00e5 finne bruksomr\u00e5der som er gjennomf\u00f8rbare og vil gi verdi, basert p\u00e5 hvor du befinner deg i dag. <strong><a href=\"https:\/\/www.novotek.com\/no\/contact-us\/\">Ta kontakt med oss for en hyggelig prat!<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" 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\" style=\"flex-basis:33.33%\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/The_Road_to_AI\/Cameron-profilepicture-circle-border-kopi-1.jpg\" alt=\"\" class=\"wp-image-15976\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/The_Road_to_AI\/Cameron-profilepicture-circle-border-kopi-1.jpg 500w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/The_Road_to_AI\/Cameron-profilepicture-circle-border-kopi-1-300x300.jpg 300w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/The_Road_to_AI\/Cameron-profilepicture-circle-border-kopi-1-150x150.jpg 150w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/The_Road_to_AI\/Cameron-profilepicture-circle-border-kopi-1-86x86.jpg 86w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Insights\/2025\/The_Road_to_AI\/Cameron-profilepicture-circle-border-kopi-1-306x306.jpg 306w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\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:66.66%\"><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 paragraph  \">\n<p>Artikkelen er skrevet av Cameron Bolt, Product Specialist Process Optimization, Novotek Benelux.<\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>3 praktiske bruksomr\u00e5der for industriell AI: Prediktivt vedlikehold, energioptimalisering og agentassisterte prosessinnsikter via MCP.<\/p>\n","protected":false},"featured_media":0,"template":"","insight_category":[21],"class_list":["post-16251","insights","type-insights","status-publish","hentry","insight_category-ai-og-machine-learning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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