{"id":55,"date":"2022-01-14T14:04:26","date_gmt":"2022-01-14T14:04:26","guid":{"rendered":"http:\/\/adapttechnology.dk\/?page_id=55"},"modified":"2026-09-18T18:21:24","modified_gmt":"2026-09-18T18:21:24","slug":"customer-cases","status":"publish","type":"page","link":"https:\/\/adapttechnology.dk\/index.php\/customer-cases\/","title":{"rendered":"S\u00e5dan skaber vi v\u00e6rdi med data"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\"><strong>Kundehistorier og cases<\/strong>: Eksempler p\u00e5 hvordan data skaber v\u00e6rdi<\/h1>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Virksomheder indsamler ofte store m\u00e6ngder data, men v\u00e6rdien opst\u00e5r f\u00f8rst, n\u00e5r data oms\u00e6ttes til indsigt, automatisering og bedre beslutninger. Her er et udvalg af typiske opgaver og resultater.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">Typiske projekter ADAPT Technology arbejder blandt andet med:<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-medium-font-size\">Automatisering af rapportering<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Dataopsamling fra produktion og laboratorier<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Dashboard-l\u00f8sninger og KPI-overv\u00e5gning<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Data Cleaning og datamodellering<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Procesoptimering<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Statistical Process Control (SPC)<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Machine Learning og m\u00f8nstergenkendelse<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Kvalitetsforbedring baseret p\u00e5 data<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Case: Automatisering af energidata og rapportering<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Udfordringen<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">En virksomhed modtog m\u00e5nedlige dataudtr\u00e6k fra sin energileverand\u00f8r. Hver rapport kr\u00e6vede omfattende manuel behandling, herunder filtrering, strukturering, klassificering af data og udarbejdelse af grafer og rapporter.<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Den manuelle proces tog typisk omkring <strong>16 timer pr. m\u00e5ned<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"535\" height=\"303\" src=\"http:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/09\/Picture1.png\" alt=\"\" class=\"wp-image-238\" style=\"width:674px;height:auto\" srcset=\"https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/09\/Picture1.png 535w, https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/09\/Picture1-350x198.png 350w, https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/09\/Picture1-300x170.png 300w\" sizes=\"auto, (max-width: 535px) 100vw, 535px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>L\u00f8sningen<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">ADAPT Technology udviklede en automatiseret l\u00f8sning baseret p\u00e5 Power Query og Power Pivot, som:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-medium-font-size\">Importerer data automatisk<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Rydder op i datastrukturen<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Filtrerer relevante parametre<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Opdaterer rapporter og visualiseringer<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Reducerer behovet for manuelle arbejdsgange<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">Resultatet<\/h3>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">\u2705 Reduceret behandlingstid med ca. 87 %<br>\u2705 Besparelse p\u00e5 ca. 180 timer pr. \u00e5r<br>\u2705 Ensartet rapportering<br>\u2705 F\u00e6rre fejl i databehandlingen<br>\u2705 Hurtigere adgang til beslutningsgrundlag<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">Hvad skaber v\u00e6rdi?<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Denne case illustrerer et typisk m\u00f8nster:<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Manuel proces \u2192 Automatisering \u2192 Overblik \u2192 Tidsbesparelse \u2192 Bedre beslutninger<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Ved at kombinere dataanalyse, procesforst\u00e5else og visualisering kan selv relativt simple automatiseringer skabe betydelige gevinster. Det n\u00e6ste trin vil v\u00e6re at lave en direkte udtr\u00e6kning af data fra databasen ind i power query og f\u00e5 en \u00f8get sikkerhed for at have opdaterede v\u00e6rdier ude i felten.<\/p>\n\n\n\n<style>\/*! elementor - v3.7.6 - 15-09-2022 *\/<br \/>\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\n\n\n\n<h1 class=\"wp-block-heading\">Case: NIR-modellering til processtyring hos Plastix<\/h1>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">Kunde<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Plastix A\/S<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">Udfordringen<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Plastix \u00f8nskede at udvide anvendelsen af NIR-spektroskopi i produktionen for at opn\u00e5 bedre proceskontrol og hurtigere adgang til kritiske kvalitetsparametre.<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">En vigtig udfordring var at kunne bestemme fugtindholdet direkte i produktionsmilj\u00f8et og samtidig h\u00e5ndtere flere forskellige typer polymerfibre i analysemodellen.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"662\" src=\"http:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/09\/L9A3924-website-1024x662.jpg\" alt=\"\" class=\"wp-image-263\" srcset=\"https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/09\/L9A3924-website-1024x662.jpg 1024w, https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/09\/L9A3924-website-350x226.jpg 350w, https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/09\/L9A3924-website-300x194.jpg 300w, https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/09\/L9A3924-website-768x497.jpg 768w, https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/09\/L9A3924-website.jpg 1280w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><figcaption class=\"wp-element-caption\">Curtesy by https:\/\/plastixglobal.com\/<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">L\u00f8sningen<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">ADAPT Technology bidrog til den videre udvikling af Plastix&#8217; kalibreringsdatabase for NIR-spektre ved at inkludere flere polymertyper samt fugtindhold som responsvariabel.<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Ved hj\u00e6lp af kemometri og multivariat modellering blev der udviklet en robust model, som kunne bestemme fugtindhold i omr\u00e5det:<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><strong>8-45 % (w\/w)<\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Modellen gjorde det muligt at udf\u00f8re hurtige m\u00e5linger direkte i produktionsmilj\u00f8et uden behov for traditionelle laboratorieanalyser.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Resultatet<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">\u2705 Hurtig bestemmelse af fugtindhold i produktionen<br>\u2705 Bedre forst\u00e5else af procesvariation<br>\u2705 Mulighed for l\u00f8bende procesoverv\u00e5gning<br>\u2705 Mere ensartet produktkvalitet<br>\u2705 Bedre styring af energiforbruget<br>\u2705 Datadrevet beslutningsgrundlag for produktionsoptimering<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Fagomr\u00e5der<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-medium-font-size\">Kemometri<\/li>\n\n\n\n<li class=\"has-medium-font-size\">NIR-spektroskopi<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Machine Learning<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Multivariat dataanalyse<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Procesoptimering<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Produktionskvalitet<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Statistik og modellering<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"425\" height=\"329\" src=\"http:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/01\/multiclass.png\" alt=\"\" class=\"wp-image-86\" srcset=\"https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/01\/multiclass.png 425w, https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/01\/multiclass-350x271.png 350w, https:\/\/adapttechnology.dk\/wp-content\/uploads\/2022\/01\/multiclass-300x232.png 300w\" sizes=\"auto, (max-width: 425px) 100vw, 425px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Kompetencer<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-medium-font-size\">Machine Learning<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Dataanalyse<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Statistik<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Datavisualisering<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Modellering<\/li>\n\n\n\n<li class=\"has-medium-font-size\">Procesforst\u00e5else<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Kundehistorier og cases: Eksempler p\u00e5 hvordan data skaber v\u00e6rdi Virksomheder indsamler ofte store m\u00e6ngder data, men v\u00e6rdien opst\u00e5r f\u00f8rst, n\u00e5r data oms\u00e6ttes til indsigt, automatisering og bedre beslutninger. Her er et udvalg af typiske opgaver og resultater. Typiske projekter ADAPT Technology arbejder blandt andet med: Case: Automatisering af energidata og rapportering Udfordringen En virksomhed modtog &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/adapttechnology.dk\/index.php\/customer-cases\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;S\u00e5dan skaber vi v\u00e6rdi med data&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-55","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/adapttechnology.dk\/index.php\/wp-json\/wp\/v2\/pages\/55","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/adapttechnology.dk\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/adapttechnology.dk\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/adapttechnology.dk\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/adapttechnology.dk\/index.php\/wp-json\/wp\/v2\/comments?post=55"}],"version-history":[{"count":14,"href":"https:\/\/adapttechnology.dk\/index.php\/wp-json\/wp\/v2\/pages\/55\/revisions"}],"predecessor-version":[{"id":1009,"href":"https:\/\/adapttechnology.dk\/index.php\/wp-json\/wp\/v2\/pages\/55\/revisions\/1009"}],"wp:attachment":[{"href":"https:\/\/adapttechnology.dk\/index.php\/wp-json\/wp\/v2\/media?parent=55"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}