{"id":21214,"date":"2023-02-20T14:59:09","date_gmt":"2023-02-20T14:59:09","guid":{"rendered":"https:\/\/direc.dk\/database-kan-blive-en-potentiel-gamechanger-i-robotverdenen\/"},"modified":"2024-12-16T10:44:29","modified_gmt":"2024-12-16T10:44:29","slug":"database-kan-blive-en-potentiel-gamechanger-i-robotverdenen","status":"publish","type":"post","link":"https:\/\/direc.dk\/da\/database-kan-blive-en-potentiel-gamechanger-i-robotverdenen\/","title":{"rendered":"Database kan blive en potentiel gamechanger i robotverdenen"},"content":{"rendered":"\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tTil nyheder<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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20. februar 2023<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Database kan blive en potentiel gamechanger i robotverdenen <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Hvis man kunne genbruge robotdata fra tidligere produktionsprocesser, ville det blive langt lettere at forbedre eksisterende robotl\u00f8sninger eller skabe nye. Dette var netop ambitionen med ReRoPro-projektet, ledet af Professor Norbert Kr\u00fcger p\u00e5 M\u00e6rsk Mc-Kinney M\u00f8ller Instituttet p\u00e5 SDU og SDU Robotics.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Foto: SDU<\/em><\/strong><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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En robotdatabase vil kunne spare tid og penge og vil ogs\u00e5 g\u00f8re det muligt for mindre produktionsvirksomheder at anvende robotter. Selvom det lyder simpelt, er det desv\u00e6rre alt andet end simpelt. <\/p>\n

ReRoPro<\/a> var et samarbejdsprojekt mellem Syddansk Universitet, K\u00f8benhavns Universitet og Aalborg Universitet med virksomhederne Rockwool, Novo Nordisk, Nordbo Robotics og WellTec som partnere med det form\u00e5l at etablere en robotdatabase. Nu er f\u00f8rste og udforskende fase af projektet overst\u00e5et, og forskerne s\u00f8ger midler til at forts\u00e6tte deres arbejde.<\/p>\n

Fordelene ved at bruge data fra tidligere robotl\u00f8sninger \u2028<\/strong>
\nProjektet fokuserede p\u00e5 at genbruge robotdata til at forbedre produktionsprocesser, men ogs\u00e5 p\u00e5 at finde nye robotl\u00f8sninger p\u00e5 kortere tid. Det er et stort problem for sm\u00e5 og mellemstore virksomheder: Det tager lang tid at etablere en montagel\u00f8sning. Man skal normalt starte fra bunden. Men hvis man kunne udnytte data fra tidligere robotl\u00f8sninger effektivt, ville nye l\u00f8sninger kunne s\u00e6ttes op hurtigere og billigere. Problemet er imidlertid, at disse data er inde i hovederne p\u00e5 folk. De er ikke digitaliserede. Indtil nu.<\/p>\n

Ideen er, at hvis man har en bestemt opgave, man \u00f8nsker at automatisere, s\u00e5 kan man indtaste nogle s\u00f8geord, og s\u00e5 bliver informationen fra tidligere lignende produktioner vist. Lige nu findes der ikke nogle etablerede systemer til at genbruge data inden for robotteknologi – ikke engang hos de enkelte virksomheder.<\/p>\n

Dette skyldes i h\u00f8j grad, at robotdata er komplicerede. P\u00e5 andre omr\u00e5der som f.eks. computer vision er store databaser og neurale netv\u00e6rk succesfulde, fordi dataene er homogene. Det er f.eks. billeder. Men inden for robotter har man alle mulige typer af data; man har billeder, bev\u00e6gelsesm\u00f8nstre, kraftvektorer, information om forskellige materialer, CAD-filer og s\u00e5 videre.<\/p>\n

Udfordringer\u2028<\/strong>
\nDette er kun \u00e9n af udfordringerne. Vi er n\u00f8dt til at skabe et interface, som er intuitivt, s\u00e5 det er nemt at sortere i den information, man har brug for. Den n\u00e6ste udfordring er, hvad man stiller op, n\u00e5r man har de rigtige data. Der findes ikke nogen standardiseret m\u00e5de at organisere data p\u00e5.<\/p>\n

En anden udfordring er at virksomhederne ikke interesseret i at dele robotdata i en stor database, som andre virksomheder og konkurrenter har adgang til. Det er lidt mods\u00e6tningsfyldt. P\u00e5 den ene side har virksomhederne en interesse i, at der er s\u00e5 meget data i databasen som overhovedet muligt, fordi jo mere data, desto bedre er den. P\u00e5 den anden side er det v\u00e6rdifulde og s\u00e5rbare data for virksomhederne og derfor er de selvf\u00f8lgelig modvillige i forhold til at g\u00f8re dem tilg\u00e6ngelige for andre.<\/p>\n

Mulige l\u00f8sninger<\/strong>
\n\u2028Der er flere m\u00e5de at im\u00f8deg\u00e5 det p\u00e5. En l\u00f8sning kunne v\u00e6re at udvikle en databasestruktur og stille den til r\u00e5dighed for virksomheder, som s\u00e5 kan bruge den alene inden for deres egen organisation. Alternativt kunne man lave et system, hvor de forretningsf\u00f8lsomme detaljer bliver skjult, men hvor dataene stadigv\u00e6k er nyttige for andre.<\/p>\n

I ReRoPro-projektet er problemet blevet analyseret i fire use cases leveret af de involverede virksomheder og p\u00e5 en international workshop med eksperter fra industrien og den akademiske verden.<\/p>\n

N\u00e6ste skridt \u2028<\/strong>
\nDe involverede partnere har f\u00e5et en langt bedre forst\u00e5else af problemet. N\u00e6ste skridt bliver at s\u00f8ge om midler til etablering af softwarestrukturer, der giver mulighed for at genbruge data.
\n\u00a0<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

20. februar 2023<\/b>
\nHvis man kunne genbruge robotdata fra tidligere produktionsprocesser, ville det blive langt lettere at forbedre eksisterende robotl\u00f8sninger eller skabe nye. Dette var netop ambitionen med ReRoPro-projektet, ledet af Professor Norbert Kr\u00fcger p\u00e5 M\u00e6rsk Mc-Kinney M\u00f8ller Instituttet p\u00e5 SDU og SDU Robotics.<\/p>\n","protected":false},"author":3,"featured_media":21134,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[179,31],"tags":[89,113],"class_list":["post-21214","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-future-of-work-da","category-nyheder","tag-impact-story-da","tag-p33-da"],"yoast_head":"\nDatabase kan blive en potentiel gamechanger i robotverdenen - DIREC<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/direc.dk\/da\/database-kan-blive-en-potentiel-gamechanger-i-robotverdenen\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Database kan blive en potentiel gamechanger i robotverdenen - DIREC\" \/>\n<meta property=\"og:description\" content=\"20. februar 2023 Hvis man kunne genbruge robotdata fra tidligere produktionsprocesser, ville det blive langt lettere at forbedre eksisterende robotl\u00f8sninger eller skabe nye. Dette var netop ambitionen med ReRoPro-projektet, ledet af Professor Norbert Kr\u00fcger p\u00e5 M\u00e6rsk Mc-Kinney M\u00f8ller Instituttet p\u00e5 SDU og SDU Robotics.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/direc.dk\/da\/database-kan-blive-en-potentiel-gamechanger-i-robotverdenen\/\" \/>\n<meta property=\"og:site_name\" content=\"DIREC\" \/>\n<meta property=\"article:published_time\" content=\"2023-02-20T14:59:09+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-12-16T10:44:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/direc.dk\/wp-content\/uploads\/2022\/12\/Kloge-robotter-skal-forhindre-produktionsnedbrud-1024x576.jpg\" \/>\n<meta name=\"author\" content=\"Susanne Br\u00f8ndberg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/direc.dk\/wp-content\/uploads\/2022\/12\/Marie_Bjerre-Fotograf_Steen_Brogaard-1024x576.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Skrevet af\" \/>\n\t<meta name=\"twitter:data1\" content=\"Susanne Br\u00f8ndberg\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimeret l\u00e6setid\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutter\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/database-kan-blive-en-potentiel-gamechanger-i-robotverdenen\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/database-kan-blive-en-potentiel-gamechanger-i-robotverdenen\\\/\"},\"author\":{\"name\":\"Susanne Br\u00f8ndberg\",\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/#\\\/schema\\\/person\\\/3fcdff2b9bc83fcb7b642fa67a946f38\"},\"headline\":\"Database kan blive en potentiel gamechanger i robotverdenen\",\"datePublished\":\"2023-02-20T14:59:09+00:00\",\"dateModified\":\"2024-12-16T10:44:29+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/database-kan-blive-en-potentiel-gamechanger-i-robotverdenen\\\/\"},\"wordCount\":637,\"publisher\":{\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/database-kan-blive-en-potentiel-gamechanger-i-robotverdenen\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/direc.dk\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/ReRoPro_news.jpg\",\"keywords\":[\"Impact story\",\"p33\"],\"articleSection\":[\"Future of work\",\"Nyheder\"],\"inLanguage\":\"da-DK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/direc.dk\\\/da\\\/database-kan-blive-en-potentiel-gamechanger-i-robotverdenen\\\/\",\"url\":\"https:\\\/\\\/direc.dk\\\/da\\\/database-kan-blive-en-potentiel-gamechanger-i-robotverdenen\\\/\",\"name\":\"Database kan blive en potentiel gamechanger i robotverdenen - 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