{"id":93,"date":"2021-05-11T07:40:48","date_gmt":"2021-05-11T07:40:48","guid":{"rendered":"https:\/\/www.novotek.com\/no\/?page_id=93"},"modified":"2025-10-06T07:06:59","modified_gmt":"2025-10-06T07:06:59","slug":"analytics-ai-og-machine-learning","status":"publish","type":"page","link":"https:\/\/www.novotek.com\/no\/digitalisering\/analytics-ai-og-machine-learning\/","title":{"rendered":"Analytics, AI og Machine Learning"},"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                              <h1>Analytics, AI og Machine Learning<\/h1>\n<p style=\"font-weight: 400\">Ta i bruk en Analytics-l\u00f8sning basert p\u00e5 AI og Machine Learning for \u00e5 f\u00e5 nyttig informasjon om prosessdata, utf\u00f8re avansert analyse og optimalisere produksjonen.<\/p>\n              \n                          <\/div>\n          <\/div>\n\n          <img decoding=\"async\" width=\"1024\" height=\"427\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Ai-Analytics-MachineLearning_3-1024x427.jpg.webp\" class=\"hero-bg\" alt=\"Hero Img\" fetchpriority=\"high\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Ai-Analytics-MachineLearning_3-1024x427.jpg.webp 1024w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Ai-Analytics-MachineLearning_3-300x125.jpg.webp 300w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Ai-Analytics-MachineLearning_3-768x320.jpg.webp 768w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Ai-Analytics-MachineLearning_3-1536x640.jpg.webp 1536w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Ai-Analytics-MachineLearning_3-86x36.jpg.webp 86w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Ai-Analytics-MachineLearning_3-306x128.jpg.webp 306w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Ai-Analytics-MachineLearning_3-636x265.jpg.webp 636w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Ai-Analytics-MachineLearning_3-1632x680.jpg.webp 1632w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Ai-Analytics-MachineLearning_3.jpg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                  <\/div>\n          <\/div>\n\n      <\/div>\n\n   <div class=\"floating-breadcrumb\"><div class=\"container\"><span><span><a href=\"https:\/\/www.novotek.com\/no\/\" class=\"breadcrumb-frontpage\">Home<\/a><\/span><\/span><\/div><\/div>\n\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Hva er Analytics, AI og <br>Machine Learning?<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>En Analytics-programvare inkluderer ulike analyseverkt\u00f8y, som bruker AI (kunstig intelligens) og Machine Learning for \u00e5 hente informasjon fra prosessdata og utf\u00f8re dataanalyse. Analytics-programvaren kan bearbeide historiske data, og bruker avanserte analyse- og modelleringsteknikker for \u00e5 finne m\u00f8nstre og forutsi fremtidige hendelser.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Dette gir deg et verkt\u00f8y for \u00e5 ta i bruk datadrevne strategier, identifisere risiko, forebygge problemer og optimalisere resultater.<\/p>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"447\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Analytics-Vectorillustration-2048x893-1-1024x447.png\" alt=\"Grafikk: Analytics, AI og Machine Learning.\" class=\"wp-image-13850\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Analytics-Vectorillustration-2048x893-1-1024x447.png 1024w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Analytics-Vectorillustration-2048x893-1-300x131.png 300w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Analytics-Vectorillustration-2048x893-1-768x335.png 768w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Analytics-Vectorillustration-2048x893-1-1536x670.png 1536w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Analytics-Vectorillustration-2048x893-1-86x37.png 86w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Analytics-Vectorillustration-2048x893-1-306x133.png 306w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Analytics-Vectorillustration-2048x893-1-636x277.png 636w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Analytics-Vectorillustration-2048x893-1-1632x712.png 1632w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Analytics-Vectorillustration-2048x893-1.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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=\"slider-column-parent\">\n    <div class=\"container\">\n      <div class=\"slider-column-title\">Med en Analytics-programvare kan du<\/div>\n\n      <div class=\"row\">\n        <div class=\"col-12 col-md-4\"><div class=\"column-box\">\n      <div class=\"icon \">\n      <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/warning-150x150.png.webp\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/warning-150x150.png.webp 150w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/warning-300x300.png 300w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/warning-86x86.png 86w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/warning-306x306.png 306w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/warning.png.webp 512w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/>    <\/div>\n  \n      <div class=\"title\">\n      Identifisere problemer    <\/div>\n  \n      <div class=\"text\">\n      <p>Overv\u00e5k produksjonen og finn grunn\u00e5rsaker til problemer som nedetid og kvalitetsavvik.<\/p>\n    <\/div>\n  \n  \n  <\/div>\n\n<\/div><div class=\"col-12 col-md-4\"><div class=\"column-box\">\n      <div class=\"icon \">\n      <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/data-150x150.png.webp\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/data-150x150.png.webp 150w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/data-300x300.png 300w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/data-86x86.png.webp 86w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/data-306x306.png 306w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/data.png.webp 512w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/>    <\/div>\n  \n      <div class=\"title\">\n      Gj\u00f8re avansert analyse    <\/div>\n  \n      <div class=\"text\">\n      <p>Benytt prediktiv analyse, simulering og digital tvilling-teknologi for \u00e5 forutsi fremtidige hendelser.<\/p>\n    <\/div>\n  \n  \n  <\/div>\n\n<\/div><div class=\"col-12 col-md-4\"><div class=\"column-box\">\n      <div class=\"icon \">\n      <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Arrow-up-01-150x150-1.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Arrow-up-01-150x150-1.png 150w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Arrow-up-01-150x150-1-86x86.png 86w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/>    <\/div>\n  \n      <div class=\"title\">\n      Optimalisere produksjonen    <\/div>\n  \n      <div class=\"text\">\n      <p>Reduser forbruk og kostnader, og \u00f8k effektivitet, kvalitet og b\u00e6rekraftighet.<\/p>\n    <\/div>\n  \n  \n  <\/div>\n\n<\/div>      <\/div>\n    <\/div>\n  <\/div>\n\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Hvordan brukes Analytics, AI og Machine Learning i industrien?<\/h2>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\">1. Overv\u00e5ke produksjonen<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>F\u00f8rste steg er \u00e5 overv\u00e5ke ytelsen til systemer og utstyr p\u00e5 anleggsgulvet, som PID-regulatorer og sensorer, for \u00e5 oppdage prosessvariasjoner og sikre stabil drift.<\/p>\n<\/div>\n\n<div class=\"container-md video  \">\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/Proficy-CSense-3-steg-MOV_1920x1080px-NO.mp4\"><\/video><\/figure>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\">2. Avansert analyse<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Data fra anleggsgulvet analyseres for \u00e5 avdekke \u00e5rsaker til variasjoner i prosessytelse, kvalitet, vrak, nedetid eller andre utfordringer.<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading\">Prediktiv analyse<\/h4>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Ved hjelp av Machine Learning og avanserte algoritmer identifiseres m\u00f8nstre i historiske data for \u00e5 forutsi potensielle problemer f\u00f8r de oppst\u00e5r. Eksempler p\u00e5 bruk av prediktiv analyse er:&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Vedlikehold:<\/strong>&nbsp;Forutsi n\u00e5r en maskin trenger service for \u00e5 unng\u00e5 uventet nedetid.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Kvalitetskontroll:<\/strong>&nbsp;Identifiser n\u00e5r en produksjonslinje beveger seg utenfor spesifikasjoner, og juster parametere for \u00e5 opprettholde kvaliteten.&nbsp;<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Lagerstyring:<\/strong>&nbsp;Forutse ettersp\u00f8rsel basert p\u00e5 tidligere trender, og optimaliser lagerbeholdningen for \u00e5 redusere kostnader.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Med prediktiv analyse kan problemer adresseres f\u00f8r de f\u00e5r \u00f8konomiske eller operative konsekvenser. Dette \u00f8ker driftssikkerheten, reduserer kostnader og forbedrer produktiviteten.<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading\">Rot\u00e5rsaksanalyse<\/h4>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>En Analytics-programvare kan analysere store mengder data, og identifisere de underliggende \u00e5rsakene til avvik i produksjonsprosessen. Slik kan du automatisk finne parametere som p\u00e5virker output mest. Outputs kan v\u00e6re prosessytelse, kvalitet, nedetid eller annet. Eksempler p\u00e5 rot\u00e5rsaksanalyse:<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Uforventet utstyrshavari:&nbsp;<\/strong>Identifisere en feil i en sensor, feilkalibrering av utstyr eller utilstrekkelig vedlikehold.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Kvalitetsavvik:&nbsp;<\/strong>Oppdage variasjoner i r\u00e5varekvalitet eller ujevn temperaturkontroll i produksjonsprosessen.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>\u00d8kt energiforbruk:&nbsp;<\/strong>Finne ut at en pumpe eller annet utstyr opererer ineffektivt.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Produksjonsstans:&nbsp;<\/strong>Oppdage at hyppige stopp skyldes feil bruk av utstyret.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Ved \u00e5 l\u00f8se rot\u00e5rsaken til et problem, i stedet for symptomet, kan du forhindre gjentakelse av problemet og sikre stabil drift over tid. Det legger ogs\u00e5 til rette for kontinuerlig forbedring og proaktiv styring av produksjonsprosessen.&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading\">Feildiagnose<\/h4>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Analytics-programvaren kan gi detaljerte feildiagnoser og foresl\u00e5 l\u00f8sninger basert p\u00e5 historiske data fra tidligere hendelser.&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Sanntidsvarsler:&nbsp;<\/strong>N\u00e5r en feil oppst\u00e5r kan systemet umiddelbart identifisere hvilke komponenter eller prosesser som er ber\u00f8rt, og sende detaljerte varsler til operat\u00f8rene.&nbsp;<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Resultatet er redusert nedetid, kostnadsbesparelser og forbedret sikkerhet. I kombinasjon med prediktiv analyse kan feildiagnose ogs\u00e5 brukes til \u00e5 overv\u00e5ke potensielle feil f\u00f8r de utvikler seg.<\/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 heading  \">\n<h3 class=\"wp-block-heading\">3. Simulering<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Simuler ulike scenarioer og vurder mulige utfall f\u00f8r du gj\u00f8r endringer i den faktiske produksjonen. Ved hjelp av avanserte modeller og&nbsp;<strong><a href=\"#digital-tvilling\">digital tvilling-teknologi<\/a><\/strong> kan simulering gjenskape produksjonsprosessen digitalt, og forutsi hendelser. Med simulering kan du:&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Optimalisere produksjonen:&nbsp;<\/strong>Test parameterjustering, som temperatur, trykk eller str\u00f8mningshastighet, for \u00e5 finne de mest effektive settpunktene.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Risikoanalyse:&nbsp;<\/strong>Simuler potensielle feilscenarioer, som utstyrssvikt eller variasjoner i r\u00e5varekvalitet, og utvikle beredskapsplaner for \u00e5 redusere risiko.&nbsp;<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Test ny teknologi:&nbsp;<\/strong>Evaluer nye produksjonsmetoder eller teknologi f\u00f8r de implementeres for \u00e5 sikre at de gir \u00f8nsket effekt.&nbsp;<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Simulering gir en trygg, effektiv og datadrevet metode for forbedring, og fjerner risikoen for kostnader og nedetid ved tilsvarende testing i den faktiske produksjonen.<\/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 heading  \">\n<h3 class=\"wp-block-heading\">4. Databasert beslutningsst\u00f8tte<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Komplekse datasett tolkes ved hjelp av AI og Analytics og gir deg databasert beslutningsst\u00f8tte.<strong><\/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><strong>Ta rett beslutning i sanntid:&nbsp;<\/strong>Systemet overv\u00e5ker produksjonsprosessen kontinuerlig, varsler operat\u00f8rer om avvik og foresl\u00e5r korrigerende tiltak.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Strategisk planlegging:&nbsp;<\/strong>Historiske data kombineres med simulerte scenarioer, og legges til grunn for langsiktig planlegging av produksjonsprosessen.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Forenklet kommunikasjon:&nbsp;<\/strong>Komplekse data presenteres lett forst\u00e5elig via grafer, dashbord eller spr\u00e5kbearbeiding.<\/li>\n<\/div><\/ul>\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 heading  \">\n<h3 class=\"wp-block-heading\">5. Optimalisering<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>De tidligere stegene gir grunnlag for \u00e5 justere og forbedre produksjonsprosessen. Gjennom optimalisering kan du oppn\u00e5:&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>\u00d8kt produktivitet:&nbsp;<\/strong>Unytt ressurser og kapasitet bedre, og reduser flaskehalser og tap.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>H\u00f8yere kvalitet:<\/strong>&nbsp;Produser varer av jevn, h\u00f8y kvalitet gjennom \u00e5 overv\u00e5ke r\u00e5varer og prosesser. Reduser feilproduksjon og tilbakekallinger.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Lavere kostnader:&nbsp;<\/strong>Identifiser ineffektive omr\u00e5der, og reduser nedetid og ressurforbruk.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>B\u00e6rekraftig produksjon:&nbsp;<\/strong>Reduser energiforbruk, vrak og karbonavtrykk, og oppfyll b\u00e6rekraftighetskrav.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container media-text  \">\n<div class=\"wp-block-media-text is-stacked-on-mobile\" id=\"digital-tvilling\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"458\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/Guidebook_preveiw-1024x458.png\" alt=\"Guidebook preview\" class=\"wp-image-13640 size-full\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/Guidebook_preveiw-1024x458.png 1024w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/Guidebook_preveiw-300x134.png 300w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/Guidebook_preveiw-768x344.png 768w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/Guidebook_preveiw-86x38.png 86w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/Guidebook_preveiw-306x137.png 306w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/Guidebook_preveiw-636x285.png 636w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/Guidebook_preveiw.png 1256w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\">Guidebook<\/h3>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading\">Machine Learning &amp; Predictive Analytics Guidebook for Engineers<\/h4>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Du trenger ikke \u00e5 v\u00e6re en Data Scientist for \u00e5 bruke en Analytics-programvare. 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       }, 200 );        if ( visibilityTestDiv && visibilityTestDiv.offsetParent === null ) {            const observer = new MutationObserver( ( mutations ) => {                mutations.forEach( ( mutation ) => {                    if ( mutation.type === 'attributes' && visibilityTestDiv.offsetParent !== null ) {                        debouncedTriggerPostRender();                        observer.disconnect();                    }                });            });            observer.observe( document.body, {                attributes: true,                childList: false,                subtree: true,                attributeFilter: [ 'style', 'class' ],            });        } else {            triggerPostRender();        }    } );} );  }, false );\n\/* ]]> *\/\n<\/script>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Digital tvilling<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>En digital tvilling er en virtuell modell av en fysisk prosess, et system eller en enhet som brukes til \u00e5 simulere, overv\u00e5ke og optimalisere ytelsen til det fysiske motstykket. Den kombinerer sensordata, historiske data og avanserte analysemodeller for \u00e5 gi innsikt i sanntid og prediktiv analyse.&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\">Slik fungerer en digital tvilling<\/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>Sanntidsdata:&nbsp;<\/strong>Samler data fra sensorer og systemer i den fysiske prosessen for \u00e5 oppdatere den digitale modellen kontinuerlig.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Simulering:&nbsp;<\/strong>Lar operat\u00f8rer teste ulike scenarioer og forutsi resultater uten \u00e5 forstyrre den faktiske produksjonen.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Prediktivt vedlikehold:&nbsp;<\/strong>Ved \u00e5 analysere trender kan digitale tvillinger forutsi feil og behov for vedlikehold f\u00f8r det oppst\u00e5r.&nbsp;<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Optimalisering:&nbsp;<\/strong>Hjelper til med \u00e5 finne de mest effektive m\u00e5tene \u00e5 kj\u00f8re produksjonsprosessen for \u00e5 redusere kostnader, energiforbruk og milj\u00f8p\u00e5virkning.&nbsp;<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Digital tvilling-teknologi er spesielt nyttig innen industriell produksjon, fordi det gir informasjon om komplekse faktorer som sikkerhet, kvalitet og kostnadseffektivitet. V\u00e5r leverand\u00f8r, GE Vernova, er pioner innen digital tvilling-teknologi. I sin Analytics-l\u00f8sning Proficy CSense tilbyr de&nbsp;Process Digital Twin, en digital tvilling spesielt utviklet for industriell produksjon.<\/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 media-text  \">\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"458\" src=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/csense-tablets.png\" alt=\"Proficy CSense\" class=\"wp-image-13513 size-full\" srcset=\"https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/csense-tablets.png 600w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/csense-tablets-300x229.png 300w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/csense-tablets-86x66.png 86w, https:\/\/www.novotek.com\/no\/wp-content\/uploads\/sites\/5\/Digitalisering\/Analytics_AI_og_Machine_Learning\/Proficy_CSense\/csense-tablets-306x234.png 306w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading\">V\u00e5r Analytics-programvare:<\/h4>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Proficy CSense<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Proficy CSense fra <strong><a href=\"https:\/\/www.gevernova.com\/software\/products\/proficy\/csense\">GE Vernova<\/a><\/strong> er industriell Analytics-programvare spesielt utviklet for prosessingeni\u00f8rer. Den kombinerer data fra ulike datakilder, og bruker AI og Machine Learning til \u00e5 analysere og optimalisere prosesser. Med Proficy CSense kan du identifisere problemer, oppdage \u00e5rsaker og forutsi fremtidig ytelse, &#8211; uten \u00e5 bruke kode.<\/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-background wp-element-button\" href=\"https:\/\/www.novotek.com\/no\/digitalisering\/analytics-ai-og-machine-learning\/proficy-csense\/\" style=\"background-color:#e70029\">Les mer om Proficy CSense<\/a><\/div>\n<\/div><\/div>\n<\/div><\/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>\n\n<div class=\"cta-block\">\n  <div class=\"container\">\n          <h2>Vil du vite mer om Analytics, AI og Machine Learning?<\/h2>\n    \n          <div><p>Vi hjelper deg!<\/p>\n<\/div>\n    \n          <a class=\"btn btn-primary\" href=\"https:\/\/www.novotek.com\/no\/contact-us\/\">Kontakt oss<\/a>\n      <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Ta i bruk en Analytics-l\u00f8sning basert p\u00e5 AI og Machine Learning for \u00e5 f\u00e5 nyttig informasjon om prosessdata, utf\u00f8re avansert analyse og optimalisere produksjonen.<\/p>\n","protected":false},"author":7,"featured_media":0,"parent":260,"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":"1","_relevanssi_noindex_reason":"","footnotes":""},"class_list":["post-93","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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