{"id":1315,"date":"2021-08-17T11:01:17","date_gmt":"2021-08-17T11:01:17","guid":{"rendered":"https:\/\/www.novotek.com\/dk\/?page_id=1315"},"modified":"2025-09-22T12:51:00","modified_gmt":"2025-09-22T12:51:00","slug":"analytics-ai-og-machine-learning","status":"publish","type":"page","link":"https:\/\/www.novotek.com\/dk\/digitalisering\/analytics-ai-og-machine-learning\/","title":{"rendered":"Analytics, AI og Machine Learning"},"content":{"rendered":"
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Analytics, AI og Machine Learning i produktionen<\/h1>\n

Optimer produktionen ved at genkende m\u00f8nstre for maskiner og udstyr.<\/a><\/p>\n \n <\/div>\n <\/div>\n\n \"Hero <\/div>\n <\/div>\n\n <\/div>\n\n

Home<\/a><\/span><\/span><\/div><\/div>\n\n\n\n\n
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Analytics, AI og Machine Learning er vilk\u00e5r for automatiseret dataanalyse. Med minimal menneskelig p\u00e5virkning kan m\u00f8nstre og afvigelser opdages tidligt, og du kan foretage vigtige produktions\u00e6ndringer, der optimerer din forretning.<\/p>\n<\/div>\n\n

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Med Analytics, AI og Machine Learning kan produktionsafvigelser i maskiner og udstyr hurtigt opdages og kontrolleres. Du kan blive advaret om u\u00f8nskede situationer s\u00e5som motorvibrationer, \u00f8get effekt og ressourceforbrug eller \u00f8get belastning. Baseret p\u00e5 historiske procesdata foretages beregningerne automatisk, og du f\u00e5r besked i tilf\u00e6lde af afvigelser. Resultatet er reduceret nedetid og forbedret kvalitet og overskud.<\/p>\n<\/div>\n\n

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\"AI<\/figure>\n<\/div>\n\n
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Implementer en proces til datagendannelse<\/h2>\n<\/div>\n\n
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Planl\u00e6g<\/h4>\n<\/div>\n\n
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Vi starter med en gennemgang af dine udfordringer og potentielle m\u00e5l, og prioriterer en til at starte med.<\/p>\n<\/div>\n\n

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Forbered<\/h4>\n<\/div>\n\n
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Efter at vi har valgt en udfordring, ressource eller proces, foretager vi en detaljeret gennemgang for at forst\u00e5 de tilg\u00e6ngelige data.<\/p>\n<\/div>\n\n

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Sammenkobling <\/h4>\n<\/div>\n\n
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Sammenkoblingen er, hvor vi indsamler data i de v\u00e6rkt\u00f8jer, vi har valgt, og tilf\u00f8jer andre relevante data og viden. <\/p>\n<\/div>\n\n

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Analyser<\/h4>\n<\/div>\n\n
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I dette trin lader vi v\u00e6rkt\u00f8jerne k\u00f8re og begynder at se resultater.<\/p>\n<\/div>\n\n

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Evaluering<\/h4>\n<\/div>\n\n
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N\u00e5r vi har adgang til resultater, begynder processen med at evaluere og finde konklusioner.<\/p>\n<\/div>\n\n

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\"Analytics<\/figure>
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Forskellige v\u00e6rkt\u00f8jer til analyse af produktionen<\/h2>\n<\/div>\n\n
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Vi har samlet en r\u00e6kke forskellige v\u00e6rkt\u00f8jer til analyse. Disse omfatter trendv\u00e6rkt\u00f8jer, statistikbaseret modellering, modelbaseret modellering og det nyeste inden for AI-teknologi. Maskinl\u00e6ring kan v\u00e6re mange ting: Fra offline analyse og trend, til fuld online tvillingemodellering. Vi arbejder sammen med GE og PTC for at indsamle og udvikle tilg\u00e6ngelige v\u00e6rkt\u00f8jer.<\/p>\n<\/div>\n\n

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Hvad er datavidenskab?<\/h2>\n<\/div>\n\n
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Den proces, vi har defineret for at arbejde med data, er en del af Data Science, da al videnskab skal v\u00e6re procesbaseret. Derefter skal du lave en afhandling, hvor data er bevist eller modbevist, indtil dataudfordringen er l\u00f8st eller forbedret. Dette kan g\u00f8res offline i et laboratorium, online p\u00e5 en enhed eller via digital twin -teknologi.<\/p>\n<\/div><\/div><\/div>\n<\/div>\n\n

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Du har brug for en Data Scientist<\/h2>\n<\/div>\n\n
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Vores erfaring er, at n\u00f8glen til vellykket analyse opn\u00e5s med en Data Scientist. Der kr\u00e6ves dyb kendskab til de forskellige v\u00e6rkt\u00f8jer og deres forskellige fordele og ulemper samt forst\u00e5else for industriel dataindsamling og processer. Novotek har et team af kyndige dataforskere, der kan hj\u00e6lpe dig i gang med dit analyseprojekt.<\/p>\n<\/div>\n\n

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Digital tvilling, der konvergerer fysisk og digitalt<\/h2>\n<\/div>\n\n
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En digital tvilling<\/a> er en kraftfuld m\u00e5de at flette alle tilg\u00e6ngelige data om en begivenhed eller ressource til en model. Denne model kan tilf\u00f8jes analyse, processer og andre oplysninger, s\u00e5som kommentarer og testprotokoller. N\u00e5r du har et stort antal ressourcer med din egen digitale tvilling, kan du lade moderne AI-v\u00e6rkt\u00f8jer krydshenvise og analysere driftsm\u00f8nstre og resultater. Resultaterne kan v\u00e6re overraskende.<\/p>\n<\/div><\/div>

\"Data<\/figure><\/div>\n<\/div>\n\n
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Vi hj\u00e6lper din produktion med Analytics, AI og Machine Learning<\/h2>\n<\/div>\n\n
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Har din virksomhed voksende datam\u00e6ngder, men mangler konklusioner? Novotek tilbyder alt fra klassiske analysel\u00f8sninger til ny teknologi baseret p\u00e5 AI og Machine Learning, herunder Proficy CSense<\/a>. Vores konsulenter hj\u00e6lper dig med at finde den rigtige m\u00e5de at implementere den rigtige l\u00f8sning i din virksomhed.<\/p>\n<\/div>\n\n

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Proficy CSense<\/strong><\/a> er en AI og Machine Learning -l\u00f8sning fra GE Vernova, verdens f\u00f8rende inden for systemer tilpasset industriel automatisering og digitalisering. <\/p>\n<\/div>\n\n

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Vores Analytics, AI og Machine Learning-l\u00f8sning<\/div>\n\n
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\n Proficy CSense <\/div>\n \n
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Brug AI og Machine Learning til at kombinere data.<\/p>\n <\/div>\n \n \n L\u00e6s mere <\/a>\n \n <\/div>\n\n<\/div> <\/div>\n <\/div>\n <\/div>\n","protected":false},"excerpt":{"rendered":"

Analytics, AI og Machine Learning er vilk\u00e5r for automatiseret dataanalyse. Med minimal menneskelig p\u00e5virkning kan m\u00f8nstre og afvigelser opdages tidligt, og du kan foretage vigtige produktions\u00e6ndringer, der optimerer din forretning. Med Analytics, AI og Machine Learning kan produktionsafvigelser i maskiner og udstyr hurtigt opdages og kontrolleres. Du kan blive advaret om u\u00f8nskede situationer s\u00e5som motorvibrationer, […]<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":1109,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"1","_relevanssi_noindex_reason":"","footnotes":""},"class_list":["post-1315","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"\nAI analyse & Machine Learning - Optimer produktionen | Novotek<\/title>\n<meta name=\"description\" content=\"Optimer din produktion med AI-analyse og Machine Learning. 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