{"id":13108,"date":"2021-12-10T09:54:24","date_gmt":"2021-12-10T08:54:24","guid":{"rendered":"https:\/\/news.save.ch\/?p=13108"},"modified":"2023-07-11T04:36:45","modified_gmt":"2023-07-11T02:36:45","slug":"system-hoert-wenn-maschinen-heiss-laufen","status":null,"type":"post","link":"https:\/\/news.save.ch\/de\/system-hoert-wenn-maschinen-heiss-laufen\/","title":{"rendered":"System h\u00f6rt, wenn Maschinen heiss laufen"},"content":{"rendered":"<p>Eine neue <a href=\"https:\/\/en.ktu.edu\/news\/ktu-researchers-proposed-a-novel-approach-to-contactless-machine-failure-detection-sustainable-and-cost-efficient\/\" target=\"_blank\" rel=\"noopener\">KI-\u00dcberwachungsanlage<\/a> von Forschern der <a href=\"https:\/\/en.ktu.edu\" target=\"_blank\" rel=\"noopener\">Technischen Universit\u00e4t Kaunas (KTU)<\/a>\u00a0 aus Litauen analysiert wie einst Maschinenf\u00fchrer die Schallemissionen, um sich anbahnende Sch\u00e4den fr\u00fchzeitig zu erkennen. Denn unvorhergesehene Ausf\u00e4lle von Maschinen kosten die Industrie weltweit j\u00e4hrlich rund eine Billion Dollar, sch\u00e4tzen die Fachleute.<\/p>\n<p><strong>Teurer Maschinenstillstand<\/strong><\/p>\n<p>\u00abDa Schalldaten aufgrund der relativ geringen Installationskosten von Mikrofonen f\u00fcr bestehende Anlagen leicht zu sammeln sind, sind klangdatenbasierte Methoden von grossem Interesse\u00bb, erkl\u00e4rt KTU-Informatiker Rytis Maskelinas. In sehr lauten Fabriken w\u00fcrden Schallemissionen von Maschinen jedoch \u00fcberlagert von Fremdger\u00e4uschen, was oft zu Fehlinterpretationen f\u00fchre. So w\u00fcrden Sch\u00e4den angezeigt, die es gar nicht gibt. Die Folge sei wiederum ein teurer Maschinenstillstand.<\/p>\n<p>Maskelinas und seine Mitarbeiter setzen eine Schadenserkennungsmethode ein, die sich auf reale Klangdaten von perfekt in Schuss befindlichen Industriemaschinen st\u00fctzt. Diese vergleicht der Algorithmus, den die Forscher in Litauen entwickelt haben, mit den Schallemissionen der Maschine, an der Fehler erkannt werden sollen. In einem Trainingsprozess lernt die Software gewissermassen, sich nur auf die Ger\u00e4usche \u00abihrer\u00bb Maschine zu konzentrieren und anderen L\u00e4rm auszublenden.<\/p>\n<p><strong>Einsatz in \u00e4rmeren L\u00e4ndern<\/strong><\/p>\n<p>Moderne Maschinen sind mit vielerlei Sensoren ausgestattet, die eine zuverl\u00e4ssige Fr\u00fcherkennung von Sch\u00e4den sicherstellen. Doch es gibt, vor allem in weniger hochentwickelten L\u00e4ndern, noch unz\u00e4hlige Anlagen, die nicht so gut ausgestattet sind. F\u00fcr diese hat Maskelinas das System entwickelt. Er hat auf einen umfangreichen Datensatz von Ger\u00e4uschen von vier technischen Ger\u00e4ten zur\u00fcckgegriffen. Geplant ist, diesen Datensatz um weitere Systeme zu erweitern.<\/p>\n<p>(<a href=\"https:\/\/www.pressetext.com\/news\/system-hoert-wenn-maschinen-heiss-laufen.html\">pressetex.com<\/a>)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Eine neue KI-\u00dcberwachungsanlage von Forschern der Technischen Universit\u00e4t Kaunas (KTU)\u00a0 aus Litauen analysiert wie einst Maschinenf\u00fchrer die Schallemissionen, um sich anbahnende Sch\u00e4den fr\u00fchzeitig zu erkennen. Denn unvorhergesehene Ausf\u00e4lle von Maschinen kosten die Industrie weltweit j\u00e4hrlich rund eine Billion Dollar, sch\u00e4tzen die Fachleute. Teurer Maschinenstillstand \u00abDa Schalldaten aufgrund der relativ geringen Installationskosten von Mikrofonen f\u00fcr bestehende [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":13110,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"pgc_sgb_lightbox_settings":"","footnotes":""},"categories":[1],"tags":[5034,5030,1328,5032,5033,5031,1329],"class_list":["post-13108","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-allgemein","tag-industriemaschinen","tag-ki-ueberwachungsanlage","tag-maschinen","tag-maschinenstillstand","tag-schadenserkennungsmethode","tag-schallemissionen","tag-schallpegel"],"acf":[],"hkrextid":null,"publication":null,"issue":null,"workflow":null,"startPage":null,"spitzmarke":null,"_posts_by_tag_page_fields":{"widget_title":"","widget_tags":""},"_at_widget":"1","_yoast_wpseo_primary_category":"","_yoast_wpseo_focuskw_text_input":null,"_yoast_wpseo_opengraph-image":null,"_yoast_wpseo_opengraph-description":null,"_yoast_wpseo_opengraph-title":null,"enclosure":null,"_yoast_wpseo_twitter-title":null,"_yoast_wpseo_twitter-description":null,"_yoast_wpseo_twitter-image":null,"_wp_old_slug":null,"_yoast_wpseo_title":null,"_yoast_wpseo_canonical":"https:\/\/www.pressetext.com\/news\/system-hoert-wenn-maschinen-heiss-laufen.html","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>System h\u00f6rt, wenn Maschinen heiss laufen - Save<\/title>\n<meta name=\"description\" content=\"Unvorhergesehene Ausf\u00e4lle von Maschinen kosten eine Stange Geld. 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Schallbasierte Emissionen von Maschinen k\u00f6nnten lassen sich aber mit vergleichsweise g\u00fcnstigen Mikrofonen analysieren, um fr\u00fchzeitig Sch\u00e4den zu erkennen.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.pressetext.com\/news\/system-hoert-wenn-maschinen-heiss-laufen.html\" \/>\n<meta property=\"og:site_name\" content=\"Save\" \/>\n<meta property=\"article:published_time\" content=\"2021-12-10T08:54:24+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-07-11T02:36:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/news.save.ch\/wp-content\/uploads\/2021\/11\/machine_lowres.png\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"201\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Simon Gr\u00f6flin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Geschrieben von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Simon Gr\u00f6flin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.pressetext.com\\\/news\\\/system-hoert-wenn-maschinen-heiss-laufen.html#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/news.save.ch\\\/system-hoert-wenn-maschinen-heiss-laufen\\\/\"},\"author\":{\"name\":\"Simon Gr\u00f6flin\",\"@id\":\"https:\\\/\\\/news.save.ch\\\/de\\\/#\\\/schema\\\/person\\\/ad4ef21102fd6125312409ac57d5296d\"},\"headline\":\"System h\u00f6rt, wenn Maschinen heiss laufen\",\"datePublished\":\"2021-12-10T08:54:24+00:00\",\"dateModified\":\"2023-07-11T02:36:45+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/news.save.ch\\\/system-hoert-wenn-maschinen-heiss-laufen\\\/\"},\"wordCount\":267,\"publisher\":{\"@id\":\"https:\\\/\\\/news.save.ch\\\/de\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.pressetext.com\\\/news\\\/system-hoert-wenn-maschinen-heiss-laufen.html#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/news.save.ch\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/machine_lowres.png\",\"keywords\":[\"Industriemaschinen\",\"KI-\u00dcberwachungsanlage\",\"Maschinen\",\"Maschinenstillstand\",\"Schadenserkennungsmethode\",\"Schallemissionen\",\"Schallpegel\"],\"articleSection\":[\"ALLGEMEIN\"],\"inLanguage\":\"de\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/news.save.ch\\\/system-hoert-wenn-maschinen-heiss-laufen\\\/\",\"url\":\"https:\\\/\\\/www.pressetext.com\\\/news\\\/system-hoert-wenn-maschinen-heiss-laufen.html\",\"name\":\"System h\u00f6rt, wenn Maschinen heiss laufen - Save\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/news.save.ch\\\/de\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.pressetext.com\\\/news\\\/system-hoert-wenn-maschinen-heiss-laufen.html#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.pressetext.com\\\/news\\\/system-hoert-wenn-maschinen-heiss-laufen.html#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/news.save.ch\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/machine_lowres.png\",\"datePublished\":\"2021-12-10T08:54:24+00:00\",\"dateModified\":\"2023-07-11T02:36:45+00:00\",\"description\":\"Unvorhergesehene Ausf\u00e4lle von Maschinen kosten eine Stange Geld. 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