{"id":48033,"date":"2022-01-20T14:53:42","date_gmt":"2022-01-20T13:53:42","guid":{"rendered":"https:\/\/www.soitron.com\/prumysl-je-plny-dat-ale-maloktery-podnik-je-umi-vyuzit\/"},"modified":"2022-06-02T09:12:00","modified_gmt":"2022-06-02T08:12:00","slug":"priemysel-je-plny-dat","status":"publish","type":"post","link":"https:\/\/new.soitron.com\/sk\/priemysel-je-plny-dat\/","title":{"rendered":"Priemysel je pln\u00fd d\u00e1t, ale m\u00e1loktor\u00fd podnik ich vie vyu\u017ei\u0165"},"content":{"rendered":"\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong><strong>Sn\u00e1\u010f ka\u017ed\u00fd mana\u017e\u00e9r priemyseln\u00e9ho podniku by chcel zv\u00fd\u0161i\u0165 kvalitu v\u00fdroby, optimalizova\u0165 beh v\u00fdrobn\u00fdch liniek a spotrebu energi\u00ed, \u010di predv\u00edda\u0165 poruchy strojov a zariaden\u00ed sk\u00f4r, ne\u017e sp\u00f4sob\u00ed n\u00e1kladn\u00fd v\u00fdpadok. Tento cie\u013e je mo\u017en\u00e9 dosiahnu\u0165 prostredn\u00edctvom anal\u00fdzy relevantn\u00fdch d\u00e1t zo strojov a zariaden\u00ed.<\/strong><\/strong><\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Pr\u00e1ca s nazbieran\u00fdmi d\u00e1tami m\u00e1 nepochybne ve\u013ek\u00fd potenci\u00e1l, a to ako pri zvy\u0161ovan\u00ed produktivity a kvality, tak aj pri optimaliz\u00e1cii n\u00e1kladov. Pop\u00edsan\u00e9 pr\u00ednosy v\u0161ak dosiahnu iba podniky, ktor\u00e9 dok\u00e1\u017eu d\u00e1ta efekt\u00edvne zbiera\u0165 a uchov\u00e1va\u0165 pre \u010fal\u0161iu anal\u00fdzu. K tomu potrebuj\u00fa rie\u0161enie so zodpovedaj\u00facou architekt\u00farou, ako na \u00farovni IT, \u010di\u017ee d\u00e1tov\u00e9ho \u00falo\u017eiska a spracovania d\u00e1t, tak aj na \u00farovni prev\u00e1dzkovej technol\u00f3gie (OT), \u010di\u017ee sn\u00edmania d\u00e1t a nakoniec aj na \u00farovni prenosu d\u00e1t medzi OT a IT.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ak\u00e9 d\u00e1ta m\u00e1m\/nem\u00e1m<\/h2>\n\n\n\n<p>So zberom d\u00e1t dnes u\u017e v\u00e4\u010d\u0161ina priemyseln\u00fdch podnikov nejak\u00e9 sk\u00fasenosti m\u00e1. Obvykle zaznamen\u00e1vaj\u00fa \u00fadaje z v\u00fdrobn\u00e9ho alebo mont\u00e1\u017eneho procesu, napr\u00edklad kedy za\u010dal a ako dlho trval v\u00fdrobn\u00fd cyklus a ak\u00fd materi\u00e1l alebo polotovar bol pou\u017eit\u00fd. Podniky maj\u00fa potom presn\u00fd preh\u013ead o z\u00e1sob\u00e1ch surov\u00edn \u010di dielov na sklade alebo o mno\u017estve vyroben\u00fdch produktov, ale v\u00e4\u010d\u0161inou nesleduj\u00fa tie parametre pri v\u00fdrobe, ktor\u00e9 m\u00f4\u017eu ovplyv\u0148ova\u0165 kvalitu alebo nepretr\u017eitos\u0165 produkcie. Ide o sn\u00edmanie fyzik\u00e1lnych parametrov pri v\u00fdrobe alebo mont\u00e1\u017ei, napr\u00edklad teploty, tlaku, prietoku alebo vibr\u00e1ci\u00ed. V\u00fdsledky ich anal\u00fdzy m\u00f4\u017eu vies\u0165 k optimaliz\u00e1cii v\u00fdroby alebo identifik\u00e1cii nutnosti \u00fadr\u017ebov\u00e9ho z\u00e1sahu a&nbsp;tak predch\u00e1dza\u0165 ne\u010dakan\u00fdm odst\u00e1vkam.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Prek\u00e1\u017eky v zbere d\u00e1t<\/h2>\n\n\n\n<p>Zbiera\u0165 potrebn\u00e9 d\u00e1ta v\u0161ak nie je v\u017edy \u013eahk\u00e9. D\u00f4vody m\u00f4\u017eu by\u0165 r\u00f4zne. Niektor\u00e9 star\u0161ie stroje a zariadenia nemusia potrebn\u00e9 d\u00e1ta napr\u00edklad poskytova\u0165 v\u00f4bec. Nov\u0161ie stroje to s\u00edce dok\u00e1\u017eu, ale \u010dasto iba vo form\u00e1te \u0161pecifickom pre dan\u00e9ho v\u00fdrobcu priemyseln\u00fdch technol\u00f3gi\u00ed. V in\u00fdch pr\u00edpadoch sa d\u00e1ta z\u00edskan\u00e9 z v\u00fdrobn\u00e9ho a mont\u00e1\u017eneho procesu udr\u017euj\u00fa iba po dobu trvania procesu a pre n\u00e1sledn\u00fa anal\u00fdzu s\u00fa u\u017e nedostupn\u00e9. V\u00fdsledkom s\u00fa potom neprepojen\u00e9 ostrovy do\u010dasne dostupn\u00fdch d\u00e1t, na z\u00e1klade ktor\u00fdch v\u00fdrobn\u00ed mana\u017e\u00e9ri nem\u00f4\u017eu z\u00edska\u0165 ucelen\u00fd preh\u013ead o priebehu v\u00fdroby s mo\u017enos\u0165ou analyzova\u0165 pr\u00ed\u010diny probl\u00e9mov. Tie\u017e nie s\u00fa schopn\u00ed v s\u00favislosti s energiami identifikova\u0165 straty alebo odberov\u00e9 \u0161pi\u010dky a pred\u00eds\u0165 napr\u00edklad pokut\u00e1m za prekra\u010dovanie kapac\u00edt, ani optimalizova\u0165 kontrakty s dod\u00e1vate\u013emi energi\u00ed.<\/p>\n\n\n\n<p>\u010eal\u0161ou prek\u00e1\u017ekou b\u00fdva ch\u00fdbaj\u00faca modern\u00e1 IT infra\u0161trukt\u00fara. Napr\u00edklad zastaran\u00e1 datab\u00e1za nedok\u00e1\u017ee uchov\u00e1va\u0165 ve\u013ek\u00e9 objemy d\u00e1t z v\u00fdroby, ani v nich neumo\u017e\u0148uje r\u00fdchlo a efekt\u00edvne vyh\u013ead\u00e1va\u0165 a analyticky ich spracova\u0165. Aby mal podnik k dispoz\u00edcii d\u00e1ta na zlep\u0161enie kvality v\u00fdroby, predikt\u00edvnu \u00fadr\u017ebu \u010di energetick\u00fd mana\u017ement, potrebuje ma\u0165 univerz\u00e1lnu technologick\u00fa architekt\u00faru, ktor\u00e1 dok\u00e1\u017ee zbiera\u0165 a uchov\u00e1va\u0165 d\u00e1ta z r\u00f4znych syst\u00e9mov, strojov a zariaden\u00ed. Ide o nevyhnutn\u00fd z\u00e1klad pre neskor\u0161ie anal\u00fdzy a vyhodnocovanie d\u00e1t, na z\u00e1klade ktor\u00fdch sa daj\u00fa robi\u0165 mana\u017e\u00e9rske rozhodnutia.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Spr\u00e1vna architekt\u00fara<\/h2>\n\n\n\n<p>V podnikoch sa na tento \u00fa\u010del zav\u00e1dza rie\u0161enie priemyseln\u00e9ho internetu vec\u00ed (Industrial IoT \u2013 IIoT). V mnoh\u00fdch pr\u00edpadoch je potrebn\u00e9 prepoji\u0165 stroje, \u010di\u017ee prev\u00e1dzkov\u00fa technol\u00f3giu (OT) so svetom ukladania a spracovania d\u00e1t, \u010di\u017ee informa\u010dnou technol\u00f3giou (IT). Pr\u00edkladom tak\u00e9ho prepojenia je pou\u017eitie OPC UA. OPC UA je skratkou pre Open Platform Communication Unified Architecture a ide o komunik\u00e1ciu, komunika\u010dn\u00fd protokol a architekt\u00faru ur\u010den\u00fa pre priemyseln\u00fa automatiz\u00e1ciu. Centrom komunik\u00e1cie medzi strojmi v prev\u00e1dzke a IT komponentmi rie\u0161enia je potom OPC UA server, napr\u00edklad KEPserverEX, predstavuj\u00faci vlastne komunika\u010dn\u00fd \u201ehub\u201c, umo\u017e\u0148uj\u00faci komunik\u00e1ciu propriet\u00e1rnych syst\u00e9mov a zariaden\u00ed od r\u00f4znych v\u00fdrobcov. To potom vedie k nasadeniu modern\u00fdch rie\u0161en\u00ed priemyseln\u00e9ho internetu vec\u00ed (IT + industrial OT = IIoT).<\/p>\n\n\n\n<p>Tak\u00e9to rie\u0161enia umo\u017e\u0148uj\u00fa zbiera\u0165 d\u00e1ta prakticky z \u013eubovo\u013en\u00fdch syst\u00e9mov, sn\u00edma\u010dov \u010di zariaden\u00ed. \u00dadaje n\u00e1sledne smeruj\u00fa do datab\u00e1zy, napr\u00edklad Elasticsearch, ktor\u00e1 ich dok\u00e1\u017ee uchov\u00e1va\u0165 dlhodobo (nielen po\u010das produk\u010dn\u00e9ho cyklu) a hlavne efekt\u00edvne a r\u00fdchlo v nich vyh\u013ead\u00e1va\u0165. To vytv\u00e1ra predpoklady pre n\u00e1sledn\u00e9 analytick\u00e9 spracovanie a vizualiz\u00e1ciu d\u00e1t. Napr\u00edklad v open-source n\u00e1stroji Grafana.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Cesta k umelej inteligencii<\/h2>\n\n\n\n<p>Otvoren\u00e1 architekt\u00fara vyu\u017e\u00edvaj\u00faca vy\u0161\u0161ie zmienen\u00e9 rie\u0161enia, navrhnut\u00e1 \u0161pecialistami Soitronu je pre v\u00e4\u010d\u0161inu priemyseln\u00fdch podnikov z poh\u013eadu mo\u017enosti zbiera\u0165 a vyu\u017e\u00edva\u0165 d\u00e1ta genera\u010dn\u00fdm krokom vpred, ktor\u00fd je navy\u0161e aj n\u00e1kladovo efekt\u00edvny &#8211; nielen v\u010faka mo\u017enosti nahradenia hardv\u00e9rov\u00fdch komponentov softv\u00e9rom, ale aj pre vyu\u017eitie open-source softv\u00e9ru a \u00faspore financi\u00ed za komer\u010dn\u00e9 licencie.<\/p>\n\n\n\n<p>Jednotn\u00fa univerz\u00e1lnu architekt\u00faru je mo\u017en\u00e9 vyu\u017ei\u0165 na zber d\u00e1t s\u00favisiacich s procesom v\u00fdroby (teplota, tlak, prietoky kvapal\u00edn a plynov, vibr\u00e1cie, odbery el. pr\u00fadu a pod.) a na n\u00e1sledn\u00fa anal\u00fdzu, v\u00fdsledky ktor\u00e9 m\u00f4\u017eu ma\u0165 z\u00e1sadn\u00fd vplyv na kvalitu a \u017eivotnos\u0165 v\u00fdrobkov. Z\u00e1rove\u0148 ju mo\u017eno pou\u017ei\u0165 ako na predikovanie poruchovosti strojov a zefekt\u00edvnenie \u00fadr\u017eby, tak na optimaliz\u00e1ciu spotreby energi\u00ed, plynu, stla\u010den\u00e9ho vzduchu a vody, zv\u00fd\u0161enie priemyselnej bezpe\u010dnosti, alebo na ak\u00fako\u013evek bud\u00facu aplik\u00e1ciu s vyu\u017eit\u00edm technol\u00f3gi\u00ed strojov\u00e9ho u\u010denia a umelej inteligencie.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sn\u00e1\u010f ka\u017ed\u00fd mana\u017e\u00e9r priemyseln\u00e9ho podniku by chcel zv\u00fd\u0161i\u0165 kvalitu v\u00fdroby, optimalizova\u0165 beh v\u00fdrobn\u00fdch liniek a spotrebu energi\u00ed, \u010di predv\u00edda\u0165 poruchy strojov a zariaden\u00ed sk\u00f4r, ne\u017e sp\u00f4sob\u00ed n\u00e1kladn\u00fd v\u00fdpadok. Tento cie\u013e je mo\u017en\u00e9 dosiahnu\u0165 prostredn\u00edctvom anal\u00fdzy relevantn\u00fdch d\u00e1t zo strojov a zariaden\u00ed. Pr\u00e1ca s nazbieran\u00fdmi d\u00e1tami m\u00e1 nepochybne ve\u013ek\u00fd potenci\u00e1l, a to ako pri zvy\u0161ovan\u00ed produktivity [&hellip;]<\/p>\n","protected":false},"author":30,"featured_media":46394,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[33,1],"tags":[],"news_categories":[375],"class_list":["post-48033","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-clanky","category-nezaradene","news_categories-iot-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Priemysel je pln\u00fd d\u00e1t, ale m\u00e1loktor\u00fd podnik ich vie vyu\u017ei\u0165 - Soitron<\/title>\n<meta name=\"description\" content=\"Pr\u00e1ca s nazbieran\u00fdmi d\u00e1tami m\u00e1 ve\u013ek\u00fd potenci\u00e1l. Na pr\u00ednosy dosiahnu iba podniky, ktor\u00e9 dok\u00e1\u017eu d\u00e1ta zbiera\u0165 a uchov\u00e1va\u0165 pre \u010fal\u0161iu anal\u00fdzu.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Priemysel je pln\u00fd d\u00e1t, ale m\u00e1loktor\u00fd podnik ich vie vyu\u017ei\u0165 - Soitron\" \/>\n<meta property=\"og:description\" content=\"Pr\u00e1ca s nazbieran\u00fdmi d\u00e1tami m\u00e1 ve\u013ek\u00fd potenci\u00e1l. Na pr\u00ednosy dosiahnu iba podniky, ktor\u00e9 dok\u00e1\u017eu d\u00e1ta zbiera\u0165 a uchov\u00e1va\u0165 pre \u010fal\u0161iu anal\u00fdzu.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/new.soitron.com\/an-abundance-of-data-in-industry\/\" \/>\n<meta property=\"og:site_name\" content=\"Soitron\" \/>\n<meta property=\"article:published_time\" content=\"2022-01-20T13:53:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-06-02T08:12:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/new.soitron.com\/wp-content\/uploads\/2022\/01\/Prumysl-je-pny-dat-e1642686964974.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1050\" \/>\n\t<meta property=\"og:image:height\" content=\"450\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Leona Dundrova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Autor\" \/>\n\t<meta name=\"twitter:data1\" content=\"Leona Dundrova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Predpokladan\u00fd \u010das \u010d\u00edtania\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 min\u00faty\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Priemysel je pln\u00fd d\u00e1t, ale m\u00e1loktor\u00fd podnik ich vie vyu\u017ei\u0165 - Soitron","description":"Pr\u00e1ca s nazbieran\u00fdmi d\u00e1tami m\u00e1 ve\u013ek\u00fd potenci\u00e1l. 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