{"id":15040,"date":"2024-11-13T13:35:24","date_gmt":"2024-11-13T11:35:24","guid":{"rendered":"https:\/\/www.novotek.com\/fi\/?p=15040"},"modified":"2026-04-20T11:55:55","modified_gmt":"2026-04-20T09:55:55","slug":"ai-scada-webinaari-tekoaly-elintarviketeollisuudessa","status":"publish","type":"post","link":"https:\/\/www.novotek.com\/fi\/ajankohtaista\/ai-scada-webinaari-tekoaly-elintarviketeollisuudessa\/","title":{"rendered":"AI Webinaari: Teko\u00e4ly elintarviketeollisuudessa"},"content":{"rendered":"<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Esimerkkej\u00e4 teko\u00e4lyn hy\u00f6dynt\u00e4misest\u00e4 tuotannossa<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Teko\u00e4lyn (AI) ja koneoppimisen (ML) tarjoamat mahdollisuudet her\u00e4tt\u00e4v\u00e4t yh\u00e4 enemm\u00e4n kiinnostusta, ja n\u00e4it\u00e4 teknologioita otetaan kasvavassa m\u00e4\u00e4rin k\u00e4ytt\u00f6\u00f6n my\u00f6s teollisuudessa. Kuinka n\u00e4m\u00e4 teknologiat voisivat tukea teid\u00e4n tuotantoprosessienne optimointia?<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Novotek Benelux j\u00e4rjest\u00e4\u00e4 webinaariin 19. marraskuuta. Webinaarissa asiantuntijat esittelev\u00e4t teko\u00e4lyn ja koneoppimisen perusteet teollisuusautomaation n\u00e4k\u00f6kulmasta ja k\u00e4yv\u00e4t l\u00e4pi kolme erilaista k\u00e4ytt\u00f6tapausta teko\u00e4lyn soveltamisesta elintarviketeollisuudessa. K\u00e4ytt\u00f6tapauksia ovat hy\u00f6dynnett\u00e4viss\u00e4 my\u00f6s muilla teollisuuden aloilla. <\/p>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"800\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ajankohtaista\/2024\/Webinaari:AI-elintarviketeollisuudessa\/rotating_pca_blade_plot-1.gif\" alt=\"GIF Rotating Data\nSeparating Process data with AI\/ML Techniques\" class=\"wp-image-15052\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"extra-bold-text has-text-color has-link-color has-medium-font-size wp-elements-0ba855421e9d6ffc4c4dc208a372a360\" style=\"color:#ab192d\"><strong>K\u00c4YTT\u00d6TAPAUS 1<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\" style=\"font-size:26px\">H\u00e4vikin v\u00e4hent\u00e4minen pakkauslinjalla koneoppimisen avulla<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Ensimm\u00e4isess\u00e4 k\u00e4ytt\u00f6tapauksessa n\u00e4yt\u00e4mme, miten koneoppimisen avulla voidaan mallintaa prosessiolosuhteiden ja pakkausvaiheessa syntyv\u00e4n h\u00e4vikin v\u00e4list\u00e4 suhdetta. T\u00e4m\u00e4n mallin avulla voimme optimoida pakkausolosuhteet jokaiselle uudelle er\u00e4lle.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"extra-bold-text has-text-color has-link-color has-medium-font-size wp-elements-0ff78ec3e711c639e93d1403d96497ad\" style=\"color:#ab192d\"><strong>K\u00c4YTT\u00d6TAPAUS 2 <\/strong><\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\" style=\"font-size:26px\">Laadun varmistaminen past\u00f6roinnissa edistyneen prosessinohjausteknologian avulla<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><br>T\u00e4ss\u00e4 tapauksessa keskitymme tuotelaadun varmistamiseen vaihtelevissa olosuhteissa ennustavan mallinnuksen avulla. Mallin perusteella ohjattavia muuttujia voidaan automaattisesti s\u00e4\u00e4t\u00e4\u00e4 laadun varmistamiseksi. <\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"extra-bold-text has-text-color has-link-color has-medium-font-size wp-elements-d3fb998c59b37d4e402ea3510848b82b\" style=\"color:#ab192d\"><strong>K\u00c4YTT\u00d6TAPAUS 3 <\/strong><\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\" style=\"font-size:26px\">Poikkeamien minimointi t\u00e4ytt\u00f6linjalla p\u00e4\u00e4komponenttianalyysin avulla<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><br>Viimeisess\u00e4 k\u00e4ytt\u00f6tapauksessa n\u00e4yt\u00e4mme, miten p\u00e4\u00e4komponenttianalyysin avulla voimme havaita poikkeamia pullotuslinjalla ja tunnistaa niihin vaikuttavat prosessimuuttujat.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\"><strong>AGENDA<\/strong><\/h2>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>Yleinen johdanto AI\/ML:\u00e4\u00e4n<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>K\u00e4ytt\u00f6tapaukset elintarviketeollisuudesta<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>H\u00e4vikin v\u00e4hent\u00e4minen pakkauslinjalla koneoppimisen avulla<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Laadun varmistaminen past\u00f6roinnissa edistyneen prosessinohjauksen avulla<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Poikkeamien minimointi t\u00e4ytt\u00f6linjalla p\u00e4\u00e4komponenttianalyysin avulla<\/li>\n<\/div><\/ul>\n<\/div><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Miten voin itse aloittaa AI ja ML hy\u00f6dynt\u00e4misen?<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Lopetus<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\" style=\"font-size:26px\">Info<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"harmaa-tausta\"><strong>Webinaarin nimi:<\/strong> AI in Food &amp; Beverage<br><strong>Paikka:<\/strong> Online \u2013 Teams-linkki l\u00e4hetet\u00e4\u00e4n s\u00e4hk\u00f6postiisi rekister\u00f6itymisen j\u00e4lkeen<br><strong>Aika:<\/strong> 15:00 \u2013 16:00 (Suomen aikaa)<br><strong>P\u00e4iv\u00e4m\u00e4\u00e4r\u00e4:<\/strong> 19. marraskuuta 2024<br><strong>Kieli:<\/strong> Koko webinaari pidet\u00e4\u00e4n englanniksi.<br><\/p>\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:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Webinaarin tallenne on julkaistu! <\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Voit katsoa webinaarin YouTubesta alla olevan upotuksen kautta: <\/p>\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=\"Webinar: AI\/ML for the Food and Beverage industry\" width=\"1440\" height=\"810\" src=\"https:\/\/www.youtube.com\/embed\/fFx-ecju318?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>\n\n<div class=\"container-md paragraph  \">\n<p><em>Jos upotus ei n\u00e4y, klikkaa t\u00e4t\u00e4 linkki\u00e4: <a href=\"AI\/ML for the Food and Beverage industry\" target=\"_blank\" rel=\"noreferrer noopener\">Webinar: AI\/ML for the Food and Beverage industry<\/a><\/em><\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading has-text-align-center\">L\u00f6ytyik\u00f6 videolta vastauksia teid\u00e4nkin haasteisiin? <\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\">Ota meihin yhteytt\u00e4, niin keskustellaan aiheesta lis\u00e4\u00e4!<br>Autamme teid\u00e4t alkuun ja aina maaliin asti.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md form  \"><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\nvar gform;gform||(document.addEventListener(\"gform_main_scripts_loaded\",function(){gform.scriptsLoaded=!0}),document.addEventListener(\"gform\/theme\/scripts_loaded\",function(){gform.themeScriptsLoaded=!0}),window.addEventListener(\"DOMContentLoaded\",function(){gform.domLoaded=!0}),gform={domLoaded:!1,scriptsLoaded:!1,themeScriptsLoaded:!1,isFormEditor:()=>\"function\"==typeof InitializeEditor,callIfLoaded:function(o){return!(!gform.domLoaded||!gform.scriptsLoaded||!gform.themeScriptsLoaded&&!gform.isFormEditor()||(gform.isFormEditor()&&console.warn(\"The use of gform.initializeOnLoaded() is 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