{"id":42383,"date":"2026-05-12T11:35:20","date_gmt":"2026-05-12T09:35:20","guid":{"rendered":"https:\/\/kinit.sk\/?p=42383"},"modified":"2026-05-12T11:35:24","modified_gmt":"2026-05-12T09:35:24","slug":"predictivedatascience-uncover-hidden-patterns-in-your-data-with-ai","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/predictivedatascience-uncover-hidden-patterns-in-your-data-with-ai\/","title":{"rendered":"PredictiveDataScience: Objavujte skryt\u00e9 vzory vo va\u0161ich d\u00e1tach pomocou AI a premie\u0148ajte ich na zmyslupln\u00e9 rozhodnutia"},"content":{"rendered":"<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li><strong>N\u00e1zov projektu:<\/strong> Od sign\u00e1lov k poznatkom: Predikcia por\u00fach v priemyseln\u00fdch syst\u00e9moch pomocou AI<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><strong>Trvanie projektu:<\/strong> May 2024 &#8211; October 2024<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><strong>Partner<\/strong>: PredictiveDataScience<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Spolupr\u00e1ca s PredictiveDataScience v r\u00e1mci projektu Hopero sa zamerala na detekciu zmien v meran\u00fdch sign\u00e1loch, ktor\u00e9 nazna\u010duj\u00fa bl\u00ed\u017eiacu sa priemyseln\u00fdch zariaden\u00ed, najm\u00e4 elektromotorov. Cie\u013eom bolo prejs\u0165 za r\u00e1mec z\u00e1kladn\u00e9ho monitorovania sign\u00e1lov smerom k d\u00e1tovo orientovan\u00e9mu rie\u0161eniu, ktor\u00e9 umo\u017e\u0148uje spo\u013eahliv\u00fa detekciu anom\u00e1li\u00ed, zn\u00ed\u017eenie prestojov a vy\u0161\u0161iu prev\u00e1dzkov\u00fa spo\u013eahlivos\u0165. Amb\u00edcia v\u0161ak presahovala r\u00e1mec samotnej vibrodiagnostiky, zameriavala sa na kontinu\u00e1lne monitorovanie, pokro\u010dil\u00fa anal\u00fdzu d\u00e1t a budovanie z\u00e1kladov pre predikt\u00edvnu \u00fadr\u017ebu v r\u00f4znych priemyseln\u00fdch aplik\u00e1ci\u00e1ch.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\"><strong><strong>Ako sme to rie\u0161ili<\/strong><\/strong><\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>PredictiveDataScience v spolupr\u00e1ci s KInIT navrhli a overili pr\u00edstup k detekcii anom\u00e1li\u00ed zalo\u017een\u00fd na pokro\u010dilej analytike a umelej inteligencii. Vyhodnotili sme viacero met\u00f3d a vybrali tie, ktor\u00e9 dosahovali najlep\u0161iu v\u00fdkonnos\u0165 a robustnos\u0165 v re\u00e1lnych priemyseln\u00fdch podmienkach. Rie\u0161ili sme k\u013e\u00fa\u010dov\u00e9 v\u00fdzvy, ako s\u00fa nepravideln\u00e9 vzorkovanie, ch\u00fdbaj\u00face d\u00e1ta a za\u0161umen\u00e9 sign\u00e1ly. Ve\u013ek\u00fd d\u00f4raz sme kl\u00e1dli na valid\u00e1ciu, interpretovate\u013enos\u0165 a d\u00f4veryhodnos\u0165 rie\u0161enia, aby bolo prakticky vyu\u017eite\u013en\u00e9 v re\u00e1lnom nasaden\u00ed. N\u00e1\u0161 pr\u00edstup odr\u00e1\u017ea \u0161ir\u0161ie zameranie na monitorovanie, anal\u00fdzu a predikciu, ktor\u00e9 nie je obmedzen\u00e9 iba na vibra\u010dn\u00e9 d\u00e1ta. Aplikovan\u00e9 AI met\u00f3dy, ktor\u00e9 boli v roku 2025 vyhodnoten\u00e9 ako d\u00f4veryhodn\u00e9, podporuj\u00fa spo\u013eahliv\u00e9 nasadenie v priemyselnom prostred\u00ed a otv\u00e1raj\u00fa priestor pre \u010fal\u0161\u00ed rozvoj smerom k predikt\u00edvnej \u00fadr\u017ebe.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-separator\">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<\/div>\n\n<div id=\"\" class=\"element core-columns\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2026\/05\/loderer-web_51329472336_o-edited.jpg\" alt=\"\" class=\"wp-image-42373 lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 320px; --smush-placeholder-aspect-ratio: 320\/320;\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div id=\"\" class=\"element core-paragraph\">\n<p><em><em><em>\u201ePredpovedanie bl\u00ed\u017eiacej sa poruchy je svojou povahou n\u00e1ro\u010dn\u00fd probl\u00e9m. Vy\u017eaduje si nielen schopnos\u0165 automaticky identifikova\u0165 predt\u00fdm nepozorovan\u00e9 re\u017eimy por\u00fach, ale aj schopnos\u0165 pracova\u0165 bez ozna\u010den\u00fdch d\u00e1t, \u010do je pri u\u010den\u00ed bez dozoru be\u017en\u00e9.\u201c<\/em><\/em><\/em><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h5 class=\"wp-block-heading\">MAREK L\u00d3DERER<br>AI Specialist, Enviro team<\/h5>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-separator\">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\"><strong><strong>\u010co sme dodali<\/strong><\/strong><\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Rie\u0161enie bolo overen\u00e9 v priemyselnom prostred\u00ed a preuk\u00e1zalo spo\u013eahliv\u00fa schopnos\u0165 zis\u0165ova\u0165 anom\u00e1lne spr\u00e1vanie motorov a v\u00fdrazne zni\u017eova\u0165 falo\u0161n\u00e9 alarmy. V produk\u010dn\u00fdch podmienkach neboli zaznamenan\u00e9 \u017eiadne falo\u0161n\u00e9 anom\u00e1lie ani falo\u0161n\u00e9 predikt\u00edvne zlyhania. V\u00fdstupy potvrdili odborn\u00edci z danej oblasti, \u010d\u00edm bola zaru\u010den\u00e1 technick\u00e1 presnos\u0165 aj praktick\u00e1 relevantnos\u0165.&nbsp;<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Okrem detekcie anom\u00e1li\u00ed pr\u00e1ca priniesla personalizovan\u00e9 predpovede \u010dasu do poruchy a personalizovan\u00e9 odpor\u00fa\u010dania predikt\u00edvnej \u00fadr\u017eby prisp\u00f4soben\u00e9 spr\u00e1vaniu jednotliv\u00fdch zariaden\u00ed. Priamym v\u00fdsledkom bolo zlep\u0161enie celkovej efekt\u00edvnosti zariadenia o 15 % na monitorovanej v\u00fdrobnej linke. Rie\u0161enie z\u00e1rove\u0148 vytvorilo z\u00e1klad pre \u010fal\u0161ie roz\u0161irovanie monitorovania poh\u00e1\u0148an\u00e9ho umelou inteligenciou v r\u00f4znych priemyseln\u00fdch odvetviach.&nbsp;<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-columns\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2026\/05\/pds-edited.jpg\" alt=\"\" class=\"wp-image-42377 lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 396px; --smush-placeholder-aspect-ratio: 396\/396;\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div id=\"\" class=\"element core-paragraph\">\n<p><em><em>\u201eChceli by sme po\u010fakova\u0165 t\u00edmu KInIT za ich vytrvalos\u0165, trpezlivos\u0165 a technick\u00fa odbornos\u0165, ktor\u00e9 n\u00e1m pomohli spr\u00e1vne vyhodnoti\u0165 viacer\u00e9 pr\u00edstupy detekcie anom\u00e1li\u00ed a rie\u0161i\u0165 k\u013e\u00fa\u010dov\u00e9 v\u00fdzvy s\u00favisiace s diskontinuitami d\u00e1t a nepravideln\u00fdm vzorkovan\u00edm. Ich d\u00f4kladn\u00e1 valid\u00e1cia na\u0161ich v\u00fdstupov detekcie a ich poznatky o bud\u00facej reprezent\u00e1cii d\u00e1t pre klasifik\u00e1ciu por\u00fach n\u00e1m dodali d\u00f4veru v na\u0161e rie\u0161enie a poskytli pevn\u00fd z\u00e1klad pre jeho praktick\u00e9 nasadenie v priemyselnom prostred\u00ed.\u201c<\/em><\/em><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h5 class=\"wp-block-heading\">Ing. \u0160TEFAN RYDZI, PhD.<br>CEO, PredictiveDataScience<\/h5>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element acf-members\">\n<section class=\"members \" >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t<div class=\"headline\"><h2>Project team members<\/h2><\/div>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"members-wrap members-grid members-grid-3\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/gabriela-grmanova\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/grmanova-web-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Gabriela Grmanov\u00e1<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">Researcher<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/gabriela-grmanova\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/matej-kloska\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/kloska-web-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Matej Kloska<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">Research Engineer<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/matej-kloska\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/marek-loderer\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/loderer-web_51329472336_o-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Marek L\u00f3derer<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">AI Specialist<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/marek-loderer\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section> \n<\/div>","protected":false},"excerpt":{"rendered":"<p>Spolupr\u00e1ca s PredictiveDataScience v r\u00e1mci projektu Hopero sa zamerala na detekciu zmien v meran\u00fdch sign\u00e1loch, ktor\u00e9 nazna\u010duj\u00fa bl\u00ed\u017eiacu sa priemyseln\u00fdch zariaden\u00ed, najm\u00e4 elektromotorov. Cie\u013eom bolo prejs\u0165 za r\u00e1mec z\u00e1kladn\u00e9ho monitorovania&#8230;<\/p>\n","protected":false},"author":43,"featured_media":41117,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[81,83,542],"tags":[106,515,535],"class_list":["post-42383","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analytics-for-green-energy-sk","category-news-sk","category-2026-sk","tag-project-sk","tag-success-story-sk","tag-hopero-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>PredictiveDataScience: Objavujte skryt\u00e9 vzory vo va\u0161ich d\u00e1tach pomocou AI a premie\u0148ajte ich na zmyslupln\u00e9 rozhodnutia - KInIT<\/title>\n<meta name=\"description\" content=\"The collaboration with PredictiveDataScience within the Hopero project focused on detecting changes in measured signals that indicate...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/predictivedatascience-uncover-hidden-patterns-in-your-data-with-ai\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PredictiveDataScience: Objavujte skryt\u00e9 vzory vo va\u0161ich d\u00e1tach pomocou AI a premie\u0148ajte ich na zmyslupln\u00e9 rozhodnutia - 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