{"id":6712,"date":"2026-11-05T11:21:58","date_gmt":"2026-11-05T10:21:58","guid":{"rendered":"https:\/\/engineering-automation.de\/?p=6712"},"modified":"2026-11-05T11:30:30","modified_gmt":"2026-11-05T10:30:30","slug":"cometh","status":"publish","type":"post","link":"https:\/\/engineering-automation.de\/en\/cometh\/","title":{"rendered":"COMETH"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"6712\" class=\"elementor elementor-6712\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-05f2314 e-con-full e-flex e-con e-parent\" data-id=\"05f2314\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-d630f4e e-con-full e-flex e-con e-child\" data-id=\"d630f4e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d34f4e1 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"d34f4e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span style=\"background: #fff\">Referenzprojekt<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5904c0b elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"5904c0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span style=\"background: #fff\">COMETH<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13618c1 e-con-full e-flex e-con e-child\" data-id=\"13618c1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3be3124 e-con-full e-flex e-con e-child\" data-id=\"3be3124\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3e6954e e-con-full e-flex e-con e-child\" data-id=\"3e6954e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f4589d7 e-con-full verlauf-rahmen e-flex e-con e-child\" data-id=\"f4589d7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-bd9aad5 e-con-full verlauf-rahmen e-flex e-con e-child\" data-id=\"bd9aad5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60a0b70 elementor-widget elementor-widget-image\" data-id=\"60a0b70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"267\" src=\"https:\/\/engineering-automation.de\/wp-content\/uploads\/2025\/07\/fraunhofer-iosb-ina-1024x342.jpg\" class=\"attachment-large size-large wp-image-3017\" alt=\"Logo Fraunhofer IOSB-INA\" srcset=\"https:\/\/engineering-automation.de\/wp-content\/uploads\/2025\/07\/fraunhofer-iosb-ina-1024x342.jpg 1024w, https:\/\/engineering-automation.de\/wp-content\/uploads\/2025\/07\/fraunhofer-iosb-ina-300x100.jpg 300w, https:\/\/engineering-automation.de\/wp-content\/uploads\/2025\/07\/fraunhofer-iosb-ina-768x256.jpg 768w, https:\/\/engineering-automation.de\/wp-content\/uploads\/2025\/07\/fraunhofer-iosb-ina-1536x512.jpg 1536w, https:\/\/engineering-automation.de\/wp-content\/uploads\/2025\/07\/fraunhofer-iosb-ina-2048x683.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3d55b45 e-con-full verlauf-rahmen e-flex e-con e-child\" data-id=\"3d55b45\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9806e99 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"9806e99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">COMETH<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-38e8844 e-con-full e-flex e-con e-child\" data-id=\"38e8844\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-03495cd e-con-full e-flex e-con e-child\" data-id=\"03495cd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-932eee8 blinken elementor-view-default elementor-invisible elementor-widget elementor-widget-icon\" data-id=\"932eee8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;flash&quot;}\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Ebene_1\" viewbox=\"0 0 491.31 429.49\"><polygon points=\"48.9 0 0 63.57 138.68 204.34 .63 339.1 57.08 401.2 257.23 204.34 48.9 0\"><\/polygon><rect x=\"195.08\" y=\"353.66\" width=\"296.23\" height=\"75.82\"><\/rect><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-547cdf8 e-con-full e-flex e-con e-child\" data-id=\"547cdf8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42db96f elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"42db96f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gerade bei gro\u00dfen, ungelabelten Datenmengen ist die Vorbereitung\u00a0f\u00fcr intelligente Algorithmen mit hohem Aufwand verbunden. Mit\u00a0wechselnden Rahmenbedingungen und oft unzureichenden Daten stellt sich die Frage, wie man Ausf\u00e4lle vermeiden und fr\u00fchzeitig Anomalien erkennen kann. COMETH bietet die L\u00f6sung, auch bei initial unannotierten Daten und unerfahrenem Personal. Selbst bei unvorhersehbaren Rahmenbedingungen erkennt COMETH Abweichungen und erm\u00f6glicht eine pr\u00e4ventive Instandhaltung. COMETH<br \/>legt den Grundstein f\u00fcr neue Services und Gesch\u00e4ftsmodelle f\u00fcr Anlagen-\/Maschinenbauer und Betreiber.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f1a971 mdw-horizontal-scroll e-flex e-con-boxed e-con e-parent\" data-id=\"7f1a971\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f0797d6 e-con-full e-flex e-con e-child\" data-id=\"f0797d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-94e8e93 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"94e8e93\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">COMETH<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9789450 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"9789450\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><span style=\"background: #fff\">Referenzbeschreibung<\/span><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fba0a47 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"fba0a47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Wie arbeitet COMETH?<\/h4>\n<p>COMETH kombiniert zwei komplement\u00e4re Methoden des Maschinellen Lernens \u2013 eine mit einer hohen Sensivit\u00e4t (d.h. wenigen falsch Negativen) und eine mit einer hohen Spezifit\u00e4t (d.h. wenigen falsch Positiven) \u2013 um m\u00f6glichst effizient Anomalien zu erkennen. Beide Methoden werden parallel verwendet: Bei unterschiedlichen Klassifizierungen wird ein Nutzer-Feedback eingeholt und die beiden Methoden gehen in den n\u00e4chsten Trainingszyklus. Der Feedback-Bedarf sinkt, w\u00e4hrend die Performance steigt.<\/p>\n<h4><br \/>Wie unterst\u00fctzt COMETH den Nutzer?<\/h4>\n<p>COMETH erkennt nicht nur Anomalien, sondern liefert auch pr\u00e4zise Informationen \u00fcber m\u00f6gliche Ursachen. Die Ergebnisse werden in einer bedienerfreundlichen grafischen Oberfl\u00e4che (GUI) angezeigt, die gleichzeitig zur Eingabe von Feedback dient. So kann der Anlagenzustand m\u00fchelos \u00fcberwacht, Ma\u00dfnahmen zur Fehlerbehebung dokumentiert und Ausfallzeiten minimiert werden. Mit COMETH k\u00f6nnen Unternehmen die Effizienz ihrer Anlagen maximieren, Ausfallrisiken mindern und die Gesamtleistung verbessern.<\/p>\n<p>\u00a0<\/p>\n<h4>Zielbranchen:<\/h4>\n<p>\u2022 Metallverarbeitung<br \/>\u2022 Beschichtungsprozesse<br \/>\u2022 Montageprozesse<br \/>\u2022 Bildanalyse zur Ausschusserkennung<br \/><br \/><\/p>\n<h4>Beispielprojekt:<\/h4>\n<p>Herbert Kannegiesser GmbH:<br \/>Anomalieerkennung an einer W\u00e4schevereinzelungsanlage<br \/><br \/><\/p>\n<h4>Patentiertes Verfahren:<\/h4>\n<p>EP 3590052<br \/><br \/><br \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2b0d754 e-con-full verlauf-rahmen e-flex e-con e-child\" data-id=\"2b0d754\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e192345 elementor-widget__width-inherit elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"e192345\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Ebene_1\" viewbox=\"0 0 491.31 429.49\"><polygon points=\"48.9 0 0 63.57 138.68 204.34 .63 339.1 57.08 401.2 257.23 204.34 48.9 0\"><\/polygon><rect x=\"195.08\" y=\"353.66\" width=\"296.23\" height=\"75.82\"><\/rect><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ihr Ansprechpartner<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d56e07a e-con-full verlauf-rahmen e-flex e-con e-child\" data-id=\"d56e07a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8e3cd0a elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"8e3cd0a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><span style=\"background: #fff\">Dr. Gesa Benndorf<\/span><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0b67836 e-con-full e-flex e-con e-child\" data-id=\"0b67836\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-455f22a e-con-full e-flex e-con e-child\" data-id=\"455f22a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-30d82ff blinken elementor-view-default elementor-invisible elementor-widget elementor-widget-icon\" data-id=\"30d82ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;flash&quot;}\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Ebene_1\" viewbox=\"0 0 491.31 429.49\"><polygon points=\"48.9 0 0 63.57 138.68 204.34 .63 339.1 57.08 401.2 257.23 204.34 48.9 0\"><\/polygon><rect x=\"195.08\" y=\"353.66\" width=\"296.23\" height=\"75.82\"><\/rect><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bd059fc e-con-full e-flex e-con e-child\" data-id=\"bd059fc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86afef3 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"86afef3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Fraunhofer IOSB-INA<br \/>Campusallee 1<br \/>32657 Lemgo, Germany<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eefd8da elementor-icon-list--layout-inline elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"eefd8da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"mailto:%20gesa.benndorf@iosb-ina.fraunhofer.de\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-envelope\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 92.3-47.6 102-74.1 131.6-96.3 154-113.7zM256 320c23.2.4 56.6-29.2 73.4-41.4 132.7-96.3 142.8-104.7 173.4-128.7 5.8-4.5 9.2-11.5 9.2-18.9v-19c0-26.5-21.5-48-48-48H48C21.5 64 0 85.5 0 112v19c0 7.4 3.4 14.3 9.2 18.9 30.6 23.9 40.7 32.4 173.4 128.7 16.8 12.2 50.2 41.8 73.4 41.4z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/gesa-benndorf-fhg\/\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-linkedin\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span 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class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/engineering-automation.de\/en\/ueber-uns-ki-expertise-fuer-unternehmen\/referenzen\/\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Hier geht&#039;s zu den Referenzen\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Ebene_1\" viewbox=\"0 0 494.13 230.34\"><path 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Mit wechselnden Rahmenbedingungen und oft unzureichenden Daten stellt sich die Frage, wie man Ausf\u00e4lle vermeiden und fr\u00fchzeitig Anomalien erkennen kann. COMETH bietet die L\u00f6sung, auch bei initial unannotierten Daten und unerfahrenem Personal. Selbst bei unvorhersehbaren Rahmenbedingungen erkennt COMETH Abweichungen und erm\u00f6glicht eine pr\u00e4ventive Instandhaltung. COMETH legt den Grundstein f\u00fcr neue Services und Gesch\u00e4ftsmodelle f\u00fcr Anlagen-\/Maschinenbauer und Betreiber.<\/p>","protected":false},"author":5,"featured_media":4593,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-6712","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-referenz"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Engineering Automation auf der Hannover Messe<\/title>\n<meta name=\"description\" content=\"KI-basiertes Engineering auf der Hannover Messe: Das Leistungszentrum \u201eEngineering und Automation\u201c lud zeigt Pr\u00e4senz mit neuem Demonstrator.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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