{"id":2426,"date":"2026-05-27T11:50:37","date_gmt":"2026-05-27T09:50:37","guid":{"rendered":"https:\/\/itsonix.laolaweb.com\/?page_id=2426"},"modified":"2026-09-08T16:28:30","modified_gmt":"2026-09-08T14:28:30","slug":"vorausschauende-wartung-fuer-industriebaender","status":"publish","type":"page","link":"https:\/\/itsonix.eu\/de\/leistungen\/predictive-maintenance\/vorausschauende-wartung-fuer-industriebaender\/","title":{"rendered":"Vorausschauende Wartung f\u00fcr Industrieb\u00e4nder"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2426\" class=\"elementor elementor-2426\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f8b3903 e-flex e-con-boxed e-con e-parent\" data-id=\"f8b3903\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-20c326a e-con-full e-flex e-con e-child\" data-id=\"20c326a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4d9d052 e-con-full e-flex e-con e-child\" data-id=\"4d9d052\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3cb048a e-con-full e-flex e-con e-child\" data-id=\"3cb048a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce8b99b elementor-widget__width-initial elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ce8b99b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-361b1ed elementor-widget elementor-widget-text-editor\" data-id=\"361b1ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Referenz<\/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-3ffb42c last-word-accent elementor-widget elementor-widget-heading\" data-id=\"3ffb42c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Vorausschauende Wartung f\u00fcr Industrieb\u00e4nder<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c9ae8d elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"5c9ae8d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Automatisierte Prognose f\u00fcr Flie\u00dfb\u00e4nder mittels Data Science <\/span>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0377ab8 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"0377ab8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>F\u00fcr ein deutsches Logistikunternehmen entwickelten wir ein Predictive-Maintenance-System im Bereich der Flie\u00dfbandwartung inkl. Hardwarekomponenten das weltweit in Logistikzentren und Flugh\u00e4fen im Einsatz ist.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-370fd71 e-con-full e-flex e-con e-child\" data-id=\"370fd71\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-000f6d2 elementor-widget elementor-widget-button\" data-id=\"000f6d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#Projektinhalte\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Projektinhalte zum Download<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\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-3a885d4 e-con-full e-flex e-con e-child\" data-id=\"3a885d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ab152ff elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"ab152ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-1024x512.jpg\" class=\"attachment-large size-large wp-image-5124\" alt=\"Predictive Maintenance System mit Sensor f\u00fcr Flie\u00dfb\u00e4nder\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-1024x512.jpg 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-300x150.jpg 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-768x384.jpg 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-1536x768.jpg 1536w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-18x9.jpg 18w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01.jpg 2000w\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8a3f4fa e-flex e-con-boxed e-con e-parent\" data-id=\"8a3f4fa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0ed8c19 e-con-full e-flex e-con e-child\" data-id=\"0ed8c19\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d013818 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d013818\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76285a9 last-word-accent elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"76285a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Unsere Arbeit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee5e22d elementor-widget__width-initial liste-ref elementor-widget elementor-widget-text-editor\" data-id=\"ee5e22d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Mit speziell daf\u00fcr entwickelten Sensoren werden Audiodaten und Positionen der einzelnen Zellen der Sortieranlage aufgezeichnet und anschlie\u00dfend durch statistische Verfahren auf wartungsrelevante Auff\u00e4lligkeiten in hoher Aufl\u00f6sung untersucht. Ungeplante Ausf\u00e4lle k\u00f6nnen somit verhindert und die Effizienz gesteigert werden. Vor allem aber reduziert der Einsatz der automatisierten Wartungsprognose den Personaleinsatz erheblich, weil nicht alle, sondern nur die wenigen vom Prognosealgorithmus vorgegebenen Elemente der Sortieranlage \u00fcberpr\u00fcft werden m\u00fcssen.<\/p>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c078c59 e-con-full e-flex e-con e-parent\" data-id=\"c078c59\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48f6c59 elementor-widget elementor-widget-template\" data-id=\"48f6c59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"4977\" class=\"elementor elementor-4977\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-230704c3 e-flex e-con-boxed e-con e-parent\" data-id=\"230704c3\" 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-3537c58c e-con-full e-flex e-con e-child\" data-id=\"3537c58c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5790b797 e-con-full e-flex e-con e-child\" data-id=\"5790b797\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-752b4694 e-con-full e-flex e-con e-child\" data-id=\"752b4694\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-301f3430 e-grid e-con-full e-con e-child\" data-id=\"301f3430\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cae658 e-con-full e-flex e-con e-child\" data-id=\"cae658\" 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-1a645226 elementor-widget elementor-widget-text-editor\" data-id=\"1a645226\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Wie<span style=\"color: #3d7edb;\"> Predictive Maintenance <\/span>L\u00f6sungen unseren Kunden helfen<\/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-78a6ceec e-con-full e-flex e-con e-child\" data-id=\"78a6ceec\" 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-18c8413 elementor-widget elementor-widget-counter\" data-id=\"18c8413\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"counter.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-counter\">\n\t\t\t<div class=\"elementor-counter-title\">Endger\u00e4te mit pr\u00e4diktiver Wartung<\/div>\t\t\t<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"75\" data-from-value=\"0\" data-delimiter=\",\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\">k+<\/span>\n\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<div class=\"elementor-element elementor-element-1029d073 e-con-full e-flex e-con e-child\" data-id=\"1029d073\" 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-3b3760f2 elementor-widget__width-initial elementor-widget elementor-widget-counter\" data-id=\"3b3760f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"counter.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-counter\">\n\t\t\t<div class=\"elementor-counter-title\">Flugh\u00e4fen und Logistikzentren<\/div>\t\t\t<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"16\" data-from-value=\"0\" data-delimiter=\".\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\"> Standorte<\/span>\n\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<div class=\"elementor-element elementor-element-63e51e4 e-con-full e-flex e-con e-child\" data-id=\"63e51e4\" 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-77b23c7c elementor-widget elementor-widget-counter\" data-id=\"77b23c7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"counter.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-counter\">\n\t\t\t<div class=\"elementor-counter-title\">im Einsatz an Wartungsstellen<\/div>\t\t\t<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\"><\/span>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"122\" data-from-value=\"0\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\"> Sensorboxen<\/span>\n\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-53cfc838 e-con-full e-flex e-con e-child\" data-id=\"53cfc838\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23c6682d elementor-widget elementor-widget-image\" data-id=\"23c6682d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/logistik_digitalisierung_komprimiert-1024x682.jpg\" class=\"attachment-large size-large wp-image-5122\" alt=\"Digitale Zeichnung von Digitalen Systemen in der Logistik\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/logistik_digitalisierung_komprimiert-1024x682.jpg 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/logistik_digitalisierung_komprimiert-300x200.jpg 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/logistik_digitalisierung_komprimiert-768x511.jpg 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/logistik_digitalisierung_komprimiert-18x12.jpg 18w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/logistik_digitalisierung_komprimiert.jpg 1537w\" 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\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d25fd91 e-flex e-con-boxed e-con e-parent\" data-id=\"d25fd91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a87367a e-con-full e-flex e-con e-child\" data-id=\"a87367a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-67f8e03 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"67f8e03\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9af8cbd last-word-accent elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"9af8cbd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Schwerpunkte der Zusammenarbeit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b14a27 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"4b14a27\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Projektziele<\/span>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c21a59 elementor-widget__width-initial liste-ref elementor-widget elementor-widget-text-editor\" data-id=\"7c21a59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Ziel des Projektes war es, ein pr\u00e4diktives Wartungssystem basierend auf der Auswertung von Audiodaten mittels Data-Science-Methoden zu entwickeln. Die Software sollte anhand der aufgezeichneten Schwingungen den Abnutzungsgrad der Zellen auf dem Transportbandes erkennen und einen Wartungsfall generieren. Sowohl der Umgang mit St\u00f6rger\u00e4uschen als auch die mechanisch teilweise sehr unterschiedlichen Bauformen der Sorter stellten dabei besondere Herausforderungen dar.<\/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-9d4086a e-con-full e-flex e-con e-child\" data-id=\"9d4086a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0e2d544 e-con-full e-flex e-con e-child\" data-id=\"0e2d544\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0353377 e-con-full e-flex e-con e-child\" data-id=\"0353377\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cc56017 e-con-full e-flex e-con e-child\" data-id=\"cc56017\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8b45862 e-con-full e-flex e-con e-child\" data-id=\"8b45862\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-01f3a90 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"01f3a90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-6469\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow-300x214.webp\" alt=\"Arrow Icon\" width=\"300\" height=\"214\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow-300x214.webp 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow-1024x729.webp 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow-768x547.webp 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow-18x12.webp 18w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow.webp 1486w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/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-5ec7ace e-con-full e-flex e-con e-child\" data-id=\"5ec7ace\" 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-df617f1 elementor-widget elementor-widget-heading\" data-id=\"df617f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Schl\u00fcsselfaktoren<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13b37f3 elementor-widget__width-initial liste-ref elementor-widget elementor-widget-text-editor\" data-id=\"13b37f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li>CI\/CD<\/li><li>Cloud<\/li><li>Data Science (verschiedene statistische Verfahren)<\/li><li>Konzeption und Design der Hardware<\/li><li>DevOps<\/li><li>Frequenzanalyse (Fast Fourier Transform)<\/li><li>IoT<\/li><li>Webfrontend<\/li><\/ul>\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-acd0ab1 e-con-full e-flex e-con e-child\" data-id=\"acd0ab1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2713a2d e-con-full e-flex e-con e-child\" data-id=\"2713a2d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0d419e1 e-con-full e-flex e-con e-child\" data-id=\"0d419e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-908b9ca elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"908b9ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-6469\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow-300x214.webp\" alt=\"Arrow Icon\" width=\"300\" height=\"214\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow-300x214.webp 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow-1024x729.webp 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow-768x547.webp 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow-18x12.webp 18w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/09\/Icon-Arrow.webp 1486w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/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-93866b8 e-con-full e-flex e-con e-child\" data-id=\"93866b8\" 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-d650871 elementor-widget elementor-widget-heading\" data-id=\"d650871\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Fuhrparkmanagement Software: Was gute L\u00f6sungen auszeichnet<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc2cfe8 elementor-widget__width-initial liste-ref elementor-widget elementor-widget-text-editor\" data-id=\"fc2cfe8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li>Entwurf der Softwarearchitektur<\/li><li>Hardwaredesign des Sensors<\/li><li>Zusammenarbeit bei der Errichtung der Infrastruktur<\/li><li>vollst\u00e4ndige Integration in die vorhandene Softwarearchitektur<\/li><li>Datenerfassung und Datenreduktion unter Beachtung datenschutzrelevanter Rahmenbedingungen<\/li><li>sichere Kommunikation aus den firmeninternen Netzwerken mit der Cloud (IoT)<\/li><li>skalierbare Datenanalyse\/Prognose in der Cloud<\/li><li>Unterst\u00fctzung bei der Oberfl\u00e4chengestaltung<\/li><li>Mandantenf\u00e4higkeit<\/li><\/ul>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-620a9d6 e-con-full e-flex e-con e-parent\" data-id=\"620a9d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f3a7f7 elementor-widget elementor-widget-template\" data-id=\"2f3a7f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"5764\" class=\"elementor elementor-5764\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-141a4b06 e-flex e-con-boxed e-con e-parent\" data-id=\"141a4b06\" 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-79bbc64d e-con-full e-flex e-con e-child\" data-id=\"79bbc64d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-132e2af9 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"132e2af9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-638b4a77 last-word-accent elementor-widget elementor-widget-heading\" data-id=\"638b4a77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Aktuelle Themen<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fe2b46e elementor-pagination-type-fraction right-highlight-carousel elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-n-carousel\" data-id=\"3fe2b46e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;carousel_items&quot;:[{&quot;slide_title&quot;:&quot;Slide 2&quot;,&quot;_id&quot;:&quot;9a59e41&quot;},{&quot;slide_title&quot;:&quot;Slide 5&quot;,&quot;_id&quot;:&quot;589c9e6&quot;},{&quot;slide_title&quot;:&quot;Slide 1&quot;,&quot;_id&quot;:&quot;16a492d&quot;},{&quot;slide_title&quot;:&quot;Slide 4&quot;,&quot;_id&quot;:&quot;6940976&quot;},{&quot;slide_title&quot;:&quot;Slide 6&quot;,&quot;_id&quot;:&quot;4137312&quot;}],&quot;pagination&quot;:&quot;fraction&quot;,&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;offset_sides&quot;:&quot;none&quot;,&quot;arrows&quot;:&quot;yes&quot;,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;image_spacing_custom_laptop&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-carousel.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-carousel swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Karussell\" dir=\"ltr\">\n\t\t\t<div class=\"swiper-wrapper\" aria-live=\"polite\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"1\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 von 5\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-31a4bde0 e-flex e-con-boxed e-con e-child\" data-id=\"31a4bde0\" 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-17dda729 e-con-full e-flex e-con e-child\" data-id=\"17dda729\" 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-317f9d10 e-con-full e-flex e-con e-child\" data-id=\"317f9d10\" 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-19287422 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"19287422\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"135\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb-1024x173.png\" class=\"attachment-large size-large wp-image-102\" alt=\"Logo IT Sonix\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb-1024x173.png 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb-300x51.png 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb-768x130.png 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb-1536x259.png 1536w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb.png 1755w\" 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 class=\"elementor-element elementor-element-305db71f elementor-widget elementor-widget-text-editor\" data-id=\"305db71f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Whitepaper<\/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-1e95c26 e-con-full e-flex e-con e-child\" data-id=\"1e95c26\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ca1b06b elementor-widget elementor-widget-heading\" data-id=\"4ca1b06b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Digital Readiness Check f\u00fcr Flottenbetreiber: Wie Daten- &amp; KI-f\u00e4hig ist Ihre Flotte?\u201c<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10f51cb5 elementor-widget elementor-widget-text-editor\" data-id=\"10f51cb5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Wir ordnen die digitale Reife entlang dreier Dimensionen ein \u2013 Systemkompatibilit\u00e4t, Kosteneffizienz und Anteil von Standard- und Individuall\u00f6sungen&#8230;.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a3010e3 light-button elementor-widget elementor-widget-button\" data-id=\"5a3010e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/de\/media-events\/whitepaper-digital-readiness-check-fuer-flottenbetreiber\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Zum PDF-Download<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"2\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 von 5\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-44202308 e-flex e-con-boxed e-con e-child\" data-id=\"44202308\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6d25cfaa e-con-full e-flex e-con e-child\" data-id=\"6d25cfaa\" 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-6487e0d1 e-con-full e-flex e-con e-child\" data-id=\"6487e0d1\" 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-68343f44 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"68343f44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"193\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/SENEC_transparent-1024x247.png\" class=\"attachment-large size-large wp-image-4006\" alt=\"SENEC Logo\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/SENEC_transparent-1024x247.png 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/SENEC_transparent-300x72.png 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/SENEC_transparent-768x185.png 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/SENEC_transparent-1536x371.png 1536w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/SENEC_transparent-2048x494.png 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 class=\"elementor-element elementor-element-12ac0898 elementor-widget elementor-widget-text-editor\" data-id=\"12ac0898\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Success Story<\/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-11f9ba26 e-con-full e-flex e-con e-child\" data-id=\"11f9ba26\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a5a7887 elementor-widget elementor-widget-heading\" data-id=\"1a5a7887\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">KI-basiertes Wartungssystem f\u00fcr Energiespeicher<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c2200cb elementor-widget elementor-widget-text-editor\" data-id=\"6c2200cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Ein neuronales Netz, trainiert auf Echtdaten von \u00fcber 75.000 Stromspeichern, erkennt wartungsbed\u00fcrftige Ger\u00e4te im Feld, bevor sie ausfallen \u2013 inklusive Infrastruktur\u00fcbergabe an SENEC.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dbaaa6e light-button elementor-widget elementor-widget-button\" data-id=\"1dbaaa6e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/leistungen\/predictive-maintenance\/ki-getriebene-predictive-maintenance-fuer-stromspeicher\/#Projektinhalte\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Zum PDF-Download<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"3\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 von 5\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7304423e e-flex e-con-boxed e-con e-child\" data-id=\"7304423e\" 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-5b294aa e-con-full e-flex e-con e-child\" data-id=\"5b294aa\" 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-9843d45 e-con-full e-flex e-con e-child\" data-id=\"9843d45\" 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-3ea68207 elementor-widget elementor-widget-text-editor\" data-id=\"3ea68207\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Blogbeitrag<\/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-61371e5f e-con-full e-flex e-con e-child\" data-id=\"61371e5f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-34c2fa21 elementor-widget elementor-widget-heading\" data-id=\"34c2fa21\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">ZAP \u2013 Das Security-Tool im Xperten-Check<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34e1d951 elementor-widget elementor-widget-text-editor\" data-id=\"34e1d951\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tBei IT Sonix befassen wir uns regelm\u00e4\u00dfig mit neuen Testmethoden, um unseren Anspr\u00fcchen an qualitativ hochwertige Software gerecht zu werden&#8230;\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7db15b49 light-button elementor-widget elementor-widget-button\" data-id=\"7db15b49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/zap-das-security-tool-im-xperten-check\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Weiterlesen<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"4\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 von 5\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5193d78 e-flex e-con-boxed e-con e-child\" data-id=\"5193d78\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6ed3dc4a e-con-full e-flex e-con e-child\" data-id=\"6ed3dc4a\" 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-761b093f e-con-full e-flex e-con e-child\" data-id=\"761b093f\" 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-1ac659e2 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"1ac659e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"444\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/MAN_transparent-1024x568.png\" class=\"attachment-large size-large wp-image-4660\" alt=\"MAN Logo\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/MAN_transparent-1024x568.png 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/MAN_transparent-300x166.png 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/MAN_transparent-768x426.png 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/MAN_transparent.png 1280w\" 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 class=\"elementor-element elementor-element-2860baa7 elementor-widget elementor-widget-text-editor\" data-id=\"2860baa7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Success Story<\/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-325b9adf e-con-full e-flex e-con e-child\" data-id=\"325b9adf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-601375f elementor-widget elementor-widget-heading\" data-id=\"601375f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">MAN Cloud Plattform f\u00fcr Flottenmanagement<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c3f20c6 elementor-widget elementor-widget-text-editor\" data-id=\"6c3f20c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Wir entwickelten f\u00fcr MAN die cloudbasierte Plattform RIO und die MAN DigitalServices \u2013 ein offenes \u00d6kosystem, das Flottenmanagement, Disposition und Fahrtraining digital verbindet&#8230;<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bedd202 light-button elementor-widget elementor-widget-button\" data-id=\"6bedd202\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/leistungen\/telematiksysteme-und-automotivesoftware\/telematik-im-lkw\/#Projektinhalte-zum-Download\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Zum PDF-Download<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"5\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 von 5\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fee888d e-flex e-con-boxed e-con e-child\" data-id=\"fee888d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-358729b0 e-con-full e-flex e-con e-child\" data-id=\"358729b0\" 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-261f231a e-con-full e-flex e-con e-child\" data-id=\"261f231a\" 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-4f3149af elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"4f3149af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"135\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb-1024x173.png\" class=\"attachment-large size-large wp-image-102\" alt=\"Logo IT Sonix\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb-1024x173.png 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb-300x51.png 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb-768x130.png 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb-1536x259.png 1536w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/itsonix_rgb.png 1755w\" 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 class=\"elementor-element elementor-element-48b389a3 elementor-widget elementor-widget-text-editor\" data-id=\"48b389a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Whitepaper<\/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-27bc937e e-con-full e-flex e-con e-child\" data-id=\"27bc937e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7da75d8 elementor-widget elementor-widget-heading\" data-id=\"7da75d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Energiesysteme: Standardsoftware vs. Individuall\u00f6sungen<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-213fd49e elementor-widget elementor-widget-text-editor\" data-id=\"213fd49e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Wir zeigen, wo SAP-Standard tr\u00e4gt \u2013 und wo individuelle L\u00f6sungen f\u00fcr die Energiewende geeignet sind&#8230;.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c7f283a light-button elementor-widget elementor-widget-button\" data-id=\"3c7f283a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/media-events\/whitepaper-it-infrastruktur-fuer-die-digitale-energiewende\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Zum PDF-Download<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Voriger\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"uuid-9756fc8a-e40d-46ee-ba18-82ec30852aac\" viewBox=\"0 0 563.3 296.7\"><defs><style>.uuid-eaf3e373-f19b-4216-8400-672b6e99a83f{fill:none;stroke:#000;stroke-linecap:round;stroke-linejoin:round;stroke-width:30px;}<\/style><\/defs><path class=\"uuid-eaf3e373-f19b-4216-8400-672b6e99a83f\" d=\"M548.3,148.3H15M15,148.3L148.3,15M15,148.3l133.3,133.3\"><\/path><\/svg>\t\t\t<\/div>\n\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"N\u00e4chster\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"uuid-71a18332-3e0c-4bf8-bf77-d4beae744236\" viewBox=\"0 0 563.3 296.7\"><defs><style>.uuid-23377ff9-b22a-4a83-a1d2-2af7b704d71c{fill:none;stroke:#000;stroke-linecap:round;stroke-linejoin:round;stroke-width:30px;}<\/style><\/defs><path class=\"uuid-23377ff9-b22a-4a83-a1d2-2af7b704d71c\" d=\"M15,148.3h533.3M548.3,148.3l-133.3,133.3M548.3,148.3L415,15\"><\/path><\/svg>\t\t\t<\/div>\n\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t<\/div>\n\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c1ee871 e-flex e-con-boxed e-con e-parent\" data-id=\"c1ee871\" 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-3a99d96 e-con-full e-flex e-con e-child\" data-id=\"3a99d96\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e43620f e-con-full e-flex e-con e-child\" data-id=\"e43620f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd80594 elementor-widget elementor-widget-image\" data-id=\"dd80594\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Display-Transporteinheiten-ppt-1024x640.jpg\" class=\"attachment-large size-large wp-image-3783\" alt=\"\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Display-Transporteinheiten-ppt-1024x640.jpg 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Display-Transporteinheiten-ppt-300x188.jpg 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Display-Transporteinheiten-ppt-768x480.jpg 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Display-Transporteinheiten-ppt-1536x960.jpg 1536w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Display-Transporteinheiten-ppt.jpg 1600w\" 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<div class=\"elementor-element elementor-element-738c8c3 e-con-full schatten e-flex e-con e-child\" data-id=\"738c8c3\" 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-007387a e-con-full e-flex e-con e-child\" data-id=\"007387a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6b678be elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6b678be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3ae2c0 last-word-accent elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"c3ae2c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ergebnisse der Zusammenarbeit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a51cc0 elementor-widget elementor-widget-text-editor\" data-id=\"9a51cc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Mithilfe bew\u00e4hrter Data-Science-Methoden wurde ein pr\u00e4diktives Wartungssystem (Hard- und Software) im Bereich der Flie\u00dfbandlogistik entwickelt. Dieses erkennt wartungsrelevante Auff\u00e4lligkeiten der Wagen und generiert eine automatisierte Benachrichtigung in der Verwaltungsoberfl\u00e4che. Das System reduziert manuelle Pr\u00fcfaufw\u00e4nde erheblich, sorgt mit abgestuften Vorwarnungen f\u00fcr eine gute Planbarkeit des Wartungsprozesses und verhindert vermeidbare Ausf\u00e4lle.<\/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-d985443 elementor-widget elementor-widget-button\" data-id=\"d985443\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#Kontaktanfrage\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">L\u00f6sungen besprechen<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bf86a69 e-con-full e-flex e-con e-parent\" data-id=\"bf86a69\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c1ed3bb elementor-widget elementor-widget-template\" data-id=\"c1ed3bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"5143\" class=\"elementor elementor-5143\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1ac3d49f e-grid e-con-boxed e-con e-parent\" data-id=\"1ac3d49f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e456aed e-con-full e-flex e-con e-child\" data-id=\"e456aed\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-20b8d141 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"20b8d141\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1321618f last-word-accent elementor-widget elementor-widget-heading\" data-id=\"1321618f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Weitere Branchenreferenzen<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d5ee017 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"7d5ee017\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Erfahren Sie mehr \u00fcber unsere Kompetenzen und Leistungen f\u00fcr Predictive Maintenance.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76af2a5d elementor-widget elementor-widget-button\" data-id=\"76af2a5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/leistungen\/predictive-maintenance\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Mehr zu Predictive Maintenance<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-37df2b40 e-con-full e-flex e-con e-child\" data-id=\"37df2b40\" 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-293b242c e-con-full e-flex e-con e-child\" data-id=\"293b242c\" 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-1a349842 elementor-widget elementor-widget-image\" data-id=\"1a349842\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-1024x512.jpg\" class=\"attachment-large size-large wp-image-5124\" alt=\"Predictive Maintenance System mit Sensor f\u00fcr Flie\u00dfb\u00e4nder\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-1024x512.jpg 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-300x150.jpg 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-768x384.jpg 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-1536x768.jpg 1536w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01-18x9.jpg 18w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose01.jpg 2000w\" 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 class=\"elementor-element elementor-element-5d337f43 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"5d337f43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Vorausschauende Wartung f\u00fcr Industrieb\u00e4nder<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-135c4e8 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"135c4e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Automatisierte Prognose f\u00fcr Flie\u00dfb\u00e4nder mittels Data Science &#8230;<\/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-1b32896c elementor-widget elementor-widget-button\" data-id=\"1b32896c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/leistungen\/predictive-maintenance\/vorausschauende-wartung-fuer-industriebaender\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Mehr erfahren<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7187ce2 e-con-full e-flex e-con e-child\" data-id=\"7187ce2\" 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-28764eae e-con-full e-flex e-con e-child\" data-id=\"28764eae\" 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-74d3abf2 elementor-widget elementor-widget-image\" data-id=\"74d3abf2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/ki-gesteuertes-predictive-maintenance-system-1024x640.jpg\" class=\"attachment-large size-large wp-image-5130\" alt=\"Skizze Haus mit Energiespeicher KI und PV Anlagen auf Dach\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/ki-gesteuertes-predictive-maintenance-system-1024x640.jpg 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/ki-gesteuertes-predictive-maintenance-system-300x187.jpg 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/ki-gesteuertes-predictive-maintenance-system-768x480.jpg 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/ki-gesteuertes-predictive-maintenance-system-1536x960.jpg 1536w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/ki-gesteuertes-predictive-maintenance-system-2048x1280.jpg 2048w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/ki-gesteuertes-predictive-maintenance-system-18x12.jpg 18w\" 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 class=\"elementor-element elementor-element-69a215c6 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"69a215c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">KI getriebene Predictive Maintenance f\u00fcr Stromspeicher<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e5f73a5 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"3e5f73a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>KI-gest\u00fctzte Ausfallvorhersage f\u00fcr Energiespeicher im Feld \u2014 entwickelt, trainiert und in den Livebetrieb \u00fcberf\u00fchrt. &#8230;<\/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-3feb119d elementor-widget elementor-widget-button\" data-id=\"3feb119d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/leistungen\/predictive-maintenance\/ki-getriebene-predictive-maintenance-fuer-stromspeicher\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Mehr erfahren<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-a26ad5b e-flex e-con-boxed e-con e-parent\" data-id=\"a26ad5b\" data-element_type=\"container\" data-e-type=\"container\" id=\"Kontaktanfrage\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2bff69b elementor-widget elementor-widget-template\" data-id=\"2bff69b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"2673\" class=\"elementor elementor-2673\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eaf32a1 e-flex e-con-boxed e-con e-parent\" data-id=\"eaf32a1\" 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-45b81e3a e-con-full e-flex e-con e-child\" data-id=\"45b81e3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7c098e55 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"7c098e55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37d50adc last-word-accent elementor-widget elementor-widget-heading\" data-id=\"37d50adc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Starten Sie Ihr Projekt<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e84a512 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"e84a512\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Kontaktieren Sie uns<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-451358bd e-con-full e-flex e-con e-child\" data-id=\"451358bd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5a4c32f8 e-con-full e-flex e-con e-child\" data-id=\"5a4c32f8\" 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-27e7cb9e e-con-full e-flex e-con e-child\" data-id=\"27e7cb9e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-230b4d41 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"230b4d41\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"600\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/it-sonix-head-of-sales-marketing-sebastian-wetzel-Photoroom.png\" class=\"attachment-large size-large wp-image-1457\" alt=\"Sebastian Wetzel, Head of Sales und Marketing\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/it-sonix-head-of-sales-marketing-sebastian-wetzel-Photoroom.png 600w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/it-sonix-head-of-sales-marketing-sebastian-wetzel-Photoroom-300x300.png 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/05\/it-sonix-head-of-sales-marketing-sebastian-wetzel-Photoroom-150x150.png 150w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\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<div class=\"elementor-element elementor-element-5bf16e70 e-con-full e-flex e-con e-child\" data-id=\"5bf16e70\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e90d786 elementor-widget elementor-widget-text-editor\" data-id=\"2e90d786\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tAnsprechpartner\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b2f102d elementor-widget elementor-widget-text-editor\" data-id=\"5b2f102d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Sebastian Wetzel<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-163e3c65 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"163e3c65\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Leiter Vertrieb &amp; Marketing \u00b7 IT Sonix<\/span>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-291dcd44 elementor-widget elementor-widget-text-editor\" data-id=\"291dcd44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Wir verstehen, dass jedes Projekt einzigartig ist. Unsere Experti:innen freut sich auf ein Gespr\u00e4ch mit Ihnen, um individuelle L\u00f6sungen zu finden.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-83c3489 e-grid e-con-full e-con e-child\" data-id=\"83c3489\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4d6825d e-con-full e-flex e-con e-child\" data-id=\"4d6825d\" 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-6b9d681e elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"6b9d681e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\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<a href=\"tel:+491622574618\">\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-phone-alt\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M497.39 361.8l-112-48a24 24 0 0 0-28 6.9l-49.6 60.6A370.66 370.66 0 0 1 130.6 204.11l60.6-49.6a23.94 23.94 0 0 0 6.9-28l-48-112A24.16 24.16 0 0 0 122.6.61l-104 24A24 24 0 0 0 0 48c0 256.5 207.9 464 464 464a24 24 0 0 0 23.4-18.6l24-104a24.29 24.29 0 0 0-14.01-27.6z\"><\/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 style=\"font-size:12px\">Telefon<\/span><br> +49 162 2574 618<\/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<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-28f59b16 e-con-full e-flex e-con e-child\" data-id=\"28f59b16\" 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-7c91f789 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"7c91f789\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\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<a href=\"mailto:s.wetzel@itsonix.eu\">\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-far-envelope\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M464 64H48C21.49 64 0 85.49 0 112v288c0 26.51 21.49 48 48 48h416c26.51 0 48-21.49 48-48V112c0-26.51-21.49-48-48-48zm0 48v40.805c-22.422 18.259-58.168 46.651-134.587 106.49-16.841 13.247-50.201 45.072-73.413 44.701-23.208.375-56.579-31.459-73.413-44.701C106.18 199.465 70.425 171.067 48 152.805V112h416zM48 400V214.398c22.914 18.251 55.409 43.862 104.938 82.646 21.857 17.205 60.134 55.186 103.062 54.955 42.717.231 80.509-37.199 103.053-54.947 49.528-38.783 82.032-64.401 104.947-82.653V400H48z\"><\/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 style=\"font-size:12px!important\">E-Mail<\/span><br> s.wetzel@itsonix.eu<\/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<\/ul>\n\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 class=\"elementor-element elementor-element-2913dc1d elementor-widget__width-initial elementor-absolute elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2913dc1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Referenz Vorausschauende Wartung f\u00fcr Industrieb\u00e4nder Automatisierte Prognose f\u00fcr Flie\u00dfb\u00e4nder mittels Data Science F\u00fcr ein deutsches Logistikunternehmen entwickelten wir ein Predictive-Maintenance-System im Bereich der Flie\u00dfbandwartung inkl. Hardwarekomponenten das weltweit in Logistikzentren und Flugh\u00e4fen im Einsatz ist. Projektinhalte zum Download Unsere Arbeit Mit speziell daf\u00fcr entwickelten Sensoren werden Audiodaten und Positionen der einzelnen Zellen der Sortieranlage aufgezeichnet [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":5124,"parent":2422,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"branche":[30,11,32],"kernkompetenz":[13],"class_list":["post-2426","page","type-page","status-publish","has-post-thumbnail","hentry","branche-industriesoftware","branche-logistik","branche-predictive-maintenance","kernkompetenz-softwareentwicklung"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Vorausschauende Wartung f\u00fcr Industrieb\u00e4nder | IT Sonix - Ihr Partner f\u00fcr individuelle Softwarel\u00f6sungen<\/title>\n<meta name=\"description\" content=\"Vorausschauende Wartung f\u00fcr Flie\u00dfb\u00e4nder: Per Data Science &amp; Sensorik ungeplante Ausf\u00e4lle in Logistikzentren weltweit verhindern.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itsonix.eu\/de\/leistungen\/predictive-maintenance\/vorausschauende-wartung-fuer-industriebaender\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Vorausschauende Wartung f\u00fcr Industrieb\u00e4nder | IT Sonix - 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