{"id":2424,"date":"2026-05-27T11:50:14","date_gmt":"2026-05-27T09:50:14","guid":{"rendered":"https:\/\/itsonix.laolaweb.com\/?page_id=2424"},"modified":"2026-09-08T16:27:48","modified_gmt":"2026-09-08T14:27:48","slug":"ki-getriebene-predictive-maintenance-fuer-stromspeicher","status":"publish","type":"page","link":"https:\/\/itsonix.eu\/de\/leistungen\/predictive-maintenance\/ki-getriebene-predictive-maintenance-fuer-stromspeicher\/","title":{"rendered":"KI getriebene Predictive Maintenance f\u00fcr Stromspeicher"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2424\" class=\"elementor elementor-2424\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-40f39f6 e-flex e-con-boxed e-con e-parent\" data-id=\"40f39f6\" 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-58742cb e-con-full e-flex e-con e-child\" data-id=\"58742cb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d12a643 e-con-full e-flex e-con e-child\" data-id=\"d12a643\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-de36ba8 e-con-full e-flex e-con e-child\" data-id=\"de36ba8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-352fad4 elementor-widget__width-initial elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"352fad4\" 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-1734b95 elementor-widget elementor-widget-text-editor\" data-id=\"1734b95\" 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-93b2b97 last-word-accent elementor-widget elementor-widget-heading\" data-id=\"93b2b97\" 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\"><span style=\"font-size: 33.6px;white-space: normal\">KI getriebene Predictive Maintenance f\u00fcr<\/span><span style=\"font-size: 33.6px;white-space: normal\"> Stromspeicher<\/span><\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00e86bd elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"00e86bd\" 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\">KI-gest\u00fctzte Ausfallvorhersage f\u00fcr Energiespeicher im Feld \u2014 entwickelt, trainiert und in den Livebetrieb \u00fcberf\u00fchrt.<\/span>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ecc40d2 e-con-full e-flex e-con e-child\" data-id=\"ecc40d2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3b7c2f1 elementor-widget elementor-widget-button\" data-id=\"3b7c2f1\" 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-e23bec0 e-con-full e-flex e-con e-child\" data-id=\"e23bec0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9f9a49b elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"9f9a49b\" 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=\"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>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9196ab elementor-widget__width-initial elementor-absolute elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b9196ab\" 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 class=\"elementor-element elementor-element-9cda697 elementor-widget__width-initial elementor-absolute elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9cda697\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f429e15 e-flex e-con-boxed e-con e-parent\" data-id=\"f429e15\" 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-963969a e-con-full e-flex e-con e-child\" data-id=\"963969a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d0950bc elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d0950bc\" 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-099f0bf last-word-accent elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"099f0bf\" 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-8a3023a elementor-widget__width-initial liste-ref elementor-widget elementor-widget-text-editor\" data-id=\"8a3023a\" 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>Wer Stromspeicher im Feld betreibt, steht vor einem klassischen Problem: Ausf\u00e4lle k\u00fcndigen sich selten fr\u00fch genug an, klassische Wartungsintervalle skalieren nicht mit wachsendem Ger\u00e4tebestand. Gemeinsam mit SENEC haben wir ein System entwickelt, das Muster in den Betriebsdaten erkennt, bevor sie zu Defekten werden \u2014 auf Basis eines k\u00fcnstlichen neuronalen Netzes, trainiert auf historischen Echtdaten von \u00fcber 75.000 Speichern im Feld.<\/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-4dfcf78 e-flex e-con-boxed e-con e-parent\" data-id=\"4dfcf78\" 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-875bb91 e-con-full e-flex e-con e-child\" data-id=\"875bb91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-745f638 e-con-full e-flex e-con e-child\" data-id=\"745f638\" 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-721d89e e-con-full e-flex e-con e-child\" data-id=\"721d89e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c23d72b e-grid e-con-full e-con e-child\" data-id=\"c23d72b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-620b61a e-con-full e-flex e-con e-child\" data-id=\"620b61a\" 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-7a71df1 elementor-widget elementor-widget-text-editor\" data-id=\"7a71df1\" 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>Zuverl\u00e4ssige Erkennung durch<span style=\"color: #3d7edb;\"> k\u00fcnstliche Intelligenz<\/span><\/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-48cbbb4 e-con-full e-flex e-con e-child\" data-id=\"48cbbb4\" 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-5c3ebda elementor-widget elementor-widget-counter\" data-id=\"5c3ebda\" 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\">Stromspeicher im Feld<\/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=\"75000\" data-from-value=\"0\" data-delimiter=\",\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\">+<\/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-98dd7f3 e-con-full e-flex e-con e-child\" data-id=\"98dd7f3\" 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-975d9dd elementor-widget elementor-widget-counter\" data-id=\"975d9dd\" 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\">trainiert auf historischen Echtdaten<\/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=\"1\" data-from-value=\"0\" data-delimiter=\".\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\">KNN<\/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-a12ba12 e-con-full e-flex e-con e-child\" data-id=\"a12ba12\" 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-5630202 elementor-widget elementor-widget-counter\" data-id=\"5630202\" 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\">Projektlaufzeit Q1\/2016 \u2013 Q2\/2021<\/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=\"\" data-from-value=\"0\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\"> Jahre<\/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-50c295a e-con-full e-flex e-con e-child\" data-id=\"50c295a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2694d9b elementor-widget elementor-widget-image\" data-id=\"2694d9b\" 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<div class=\"elementor-element elementor-element-07c9eb3 e-flex e-con-boxed e-con e-parent\" data-id=\"07c9eb3\" 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-1135422 e-con-full e-flex e-con e-child\" data-id=\"1135422\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-69f7a08 e-con-full e-flex e-con e-child\" data-id=\"69f7a08\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-73ebe2d elementor-widget elementor-widget-image\" data-id=\"73ebe2d\" 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=\"534\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Design-ohne-Titel-7-1024x683.jpg\" class=\"attachment-large size-large wp-image-3576\" alt=\"Senec Logo\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Design-ohne-Titel-7-1024x683.jpg 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Design-ohne-Titel-7-300x200.jpg 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Design-ohne-Titel-7-768x512.jpg 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Design-ohne-Titel-7-1536x1024.jpg 1536w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/Design-ohne-Titel-7-2048x1366.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<div class=\"elementor-element elementor-element-444e210 e-con-full schatten e-flex e-con e-child\" data-id=\"444e210\" 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-6004ed7 e-con-full e-flex e-con e-child\" data-id=\"6004ed7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99a48f7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"99a48f7\" 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-c2d6cb0 last-word-accent elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"c2d6cb0\" 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\">Unser Kunde: Wer ist SENEC?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6535d26 elementor-widget elementor-widget-text-editor\" data-id=\"6535d26\" 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>Seit 2009 entwickelt die <strong>SENEC GmbH in Leipzig<\/strong> intelligente <strong>Stromspeichersysteme und speicherbasierte Energiel\u00f6sungen<\/strong>. Mit mehr als 75.000 verkauften Systemen und einem Beratungsnetzwerk von \u00fcber 1.100 Fachpartnern z\u00e4hlt SENEC zu den f\u00fchrenden Anbietern f\u00fcr innovative Energie- und Speicherl\u00f6sungen rund um Einfamilienh\u00e4user in Europa. Das Produktportfolio umfasst Stromspeicher, Solarmodule, ein virtuelles Stromkonto sowie E-Auto-Ladestationen. Seit 2018 ist SENEC eine 100%ige Tochtergesellschaft der EnBW Energie Baden-W\u00fcrttemberg AG und besch\u00e4ftigt \u00fcber 450 Mitarbeitende an Standorten in Deutschland, Italien und Australien.<\/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-e2aa706 elementor-widget elementor-widget-button\" data-id=\"e2aa706\" 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=\"https:\/\/senec.com\/de\" target=\"_blank\" rel=\"nofollow\">\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\">Zu SENEC GmbH<\/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-980cedf e-flex e-con-boxed e-con e-parent\" data-id=\"980cedf\" data-element_type=\"container\" data-e-type=\"container\" id=\"Projektinhalte\" 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-61a2766 e-con-full e-flex e-con e-child\" data-id=\"61a2766\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-924ee58 e-con-full e-flex e-con e-child\" data-id=\"924ee58\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d41cad elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5d41cad\" 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-856db6d last-word-accent elementor-widget elementor-widget-heading\" data-id=\"856db6d\" 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\">KI-basiertes Wartungssystem f\u00fcr Energiespeicher<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b83e7b3 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"b83e7b3\" 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\">Projekt Success Story<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e411e18 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e411e18\" 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>\n\t\t<div class=\"elementor-element elementor-element-cc93fc5 e-con-full e-flex e-con e-child\" data-id=\"cc93fc5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aba7884 elementor-widget elementor-widget-button\" data-id=\"aba7884\" 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=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjYxNTIiLCJ0b2dnbGUiOmZhbHNlfQ%3D%3D\">\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\">Success Story anfragen<\/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-0f49adb e-con-full e-flex e-con e-child\" data-id=\"0f49adb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-414fcdb elementor-widget elementor-widget-image\" data-id=\"414fcdb\" 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=\"724\" height=\"1024\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/2026_Success-Story-Template_SENEC_KI-basiertes-Wartungssystem-fuer-Energiespeicher-Cocer-724x1024.jpg\" class=\"attachment-large size-large wp-image-5129\" alt=\"Success Story Cover Wartungssystem SENEC\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/2026_Success-Story-Template_SENEC_KI-basiertes-Wartungssystem-fuer-Energiespeicher-Cocer-724x1024.jpg 724w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/2026_Success-Story-Template_SENEC_KI-basiertes-Wartungssystem-fuer-Energiespeicher-Cocer-212x300.jpg 212w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/2026_Success-Story-Template_SENEC_KI-basiertes-Wartungssystem-fuer-Energiespeicher-Cocer-768x1086.jpg 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/2026_Success-Story-Template_SENEC_KI-basiertes-Wartungssystem-fuer-Energiespeicher-Cocer-8x12.jpg 8w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/2026_Success-Story-Template_SENEC_KI-basiertes-Wartungssystem-fuer-Energiespeicher-Cocer.jpg 794w\" sizes=\"(max-width: 724px) 100vw, 724px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b2e8ed0 e-grid e-con-boxed e-con e-parent\" data-id=\"b2e8ed0\" 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-d5c04b0 e-con-full e-flex e-con e-child\" data-id=\"d5c04b0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a5cd5fe elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a5cd5fe\" 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-5390a14 last-word-accent elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"5390a14\" 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-92d2a47 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"92d2a47\" 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\">Projektziele<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a015c7a elementor-widget elementor-widget-text-editor\" data-id=\"a015c7a\" 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 war es, wartungsbed\u00fcrftige Stromspeicher im Feld fr\u00fchzeitig zu erkennen \u2014 bevor es zum Ausfall kommt. Reaktive Wartung nach einem Defekt sollte durch eine datengest\u00fctzte, proaktive Diagnose ersetzt werden, die mit wachsendem Ger\u00e4tebestand zuverl\u00e4ssig skaliert.<\/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-d81170c e-con-full e-flex e-con e-child\" data-id=\"d81170c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e03bd79 elementor-widget elementor-widget-image\" data-id=\"e03bd79\" 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=\"605\" height=\"451\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/header_senec-1.jpg\" class=\"attachment-large size-large wp-image-3574\" alt=\"SENEC Online Shop Interface\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/header_senec-1.jpg 605w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/header_senec-1-300x224.jpg 300w\" sizes=\"(max-width: 605px) 100vw, 605px\" \/>\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-622faf3 e-con-full e-flex e-con e-child\" data-id=\"622faf3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6ef4f1a e-con-full e-flex e-con e-child\" data-id=\"6ef4f1a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b13bd33 e-con-full e-flex e-con e-child\" data-id=\"b13bd33\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-918e8d8 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"918e8d8\" 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 loading=\"lazy\" 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-48a5bee e-con-full e-flex e-con e-child\" data-id=\"48a5bee\" 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-79cfb72 elementor-widget elementor-widget-heading\" data-id=\"79cfb72\" 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-dbc357b elementor-widget__width-initial liste-ref elementor-widget elementor-widget-text-editor\" data-id=\"dbc357b\" 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>Fr\u00fchzeitige Erkennung wartungsbed\u00fcrftiger Ger\u00e4te vor dem Ausfall<\/li><li>Training auf historischen Echtdaten des gesamten Speicherportfolios<\/li><li>Zuverl\u00e4ssige Anomalieerkennung im Livebetrieb<\/li><li>Skalierbarkeit bei wachsendem Ger\u00e4tebestand<\/li><li>Robuste Datenpipeline f\u00fcr gro\u00dfe Datenmengen<\/li><li>Vollst\u00e4ndige Infrastruktur\u00fcbergabe f\u00fcr eigenst\u00e4ndigen Betrieb bei SENEC<\/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-d165f75 e-con-full e-flex e-con e-child\" data-id=\"d165f75\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3030e4a e-con-full e-flex e-con e-child\" data-id=\"3030e4a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b059ce6 e-con-full e-flex e-con e-child\" data-id=\"b059ce6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8b64e79 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"8b64e79\" 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 loading=\"lazy\" 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-0f56244 e-con-full e-flex e-con e-child\" data-id=\"0f56244\" 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-36171bc elementor-widget elementor-widget-heading\" data-id=\"36171bc\" 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\">Umsetzung<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07c0b73 elementor-widget__width-initial liste-ref elementor-widget elementor-widget-text-editor\" data-id=\"07c0b73\" 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>Aufbau strukturierter Zeitreihen aus historischen Betriebsdaten als Grundlage f\u00fcr das Modelltraining<\/li><li>Entwicklung und Training eines k\u00fcnstlichen neuronalen Netzes mit Python und TensorFlow auf Basis von Echtdaten<\/li><li>Implementierung einer performanten Datenpipeline mit PostgreSQL f\u00fcr den Import gro\u00dfer Datenmengen<\/li><li>Validierung, Testing und \u00dcberf\u00fchrung des Modells in den Livebetrieb \u2014 inklusive vollst\u00e4ndiger Infrastruktur\u00fcbergabe an SENEC<\/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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0b9dff7 e-flex e-con-boxed e-con e-parent\" data-id=\"0b9dff7\" 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-6bdf526 e-con-full e-flex e-con e-child\" data-id=\"6bdf526\" 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-3bbf2c3 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"3bbf2c3\" 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>\u201eBei der Realisierung unserer Projekte ist IT Sonix der perfekte Partner f\u00fcr uns. Wir sch\u00e4tzen den hohen Grad an Expertise sowie die Flexibilit\u00e4t und Kompetenz, z\u00fcgig und effizient L\u00f6sungen f\u00fcr unsere komplexen Anforderungen zu finden und umzusetzen. Mit der Unterst\u00fctzung von IT Sonix konnten wichtige Vorhaben erfolgreich zum Abschluss gebracht und unsere Ziele f\u00fcr 2020\/2021 erreicht werden.\u201c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7db29ea e-con-full e-flex e-con e-child\" data-id=\"7db29ea\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-28fa50e elementor-widget elementor-widget-text-editor\" data-id=\"28fa50e\" 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>Dr. Patrick Oesterling<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-050512b elementor-widget elementor-widget-text-editor\" data-id=\"050512b\" 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>Projektleiter<\/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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-386c574 e-flex e-con-boxed e-con e-parent\" data-id=\"386c574\" 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-bc0398c e-grid e-con-full e-con e-child\" data-id=\"bc0398c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e2aa636 e-con-full e-flex e-con e-child\" data-id=\"e2aa636\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0b61b3f elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"0b61b3f\" 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-616322e last-word-accent elementor-widget elementor-widget-heading\" data-id=\"616322e\" 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\">Predictive Maintenance Features<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54c4dfe elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"54c4dfe\" 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\">KNN-Modellentwicklung, Zeitreihenanalyse, Anomalieerkennung, Livebetrieb uvm.<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4ba5d78 e-con-full grid-box e-flex e-con e-child\" data-id=\"4ba5d78\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<a class=\"elementor-element elementor-element-dfd5ea0 e-con-full e-flex e-con e-child\" data-id=\"dfd5ea0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ee3a39 grid-box-title elementor-widget elementor-widget-heading\" data-id=\"4ee3a39\" 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\">KNN-Modellentwicklung<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e0e9a70 e-con-full grid-box e-flex e-con e-child\" data-id=\"e0e9a70\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<a class=\"elementor-element elementor-element-0f1b565 e-con-full e-flex e-con e-child\" data-id=\"0f1b565\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-adaa27a grid-box-title elementor-widget elementor-widget-heading\" data-id=\"adaa27a\" 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\">Annomalieerkennung<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-af32c11 e-con-full grid-box e-flex e-con e-child\" data-id=\"af32c11\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<a class=\"elementor-element elementor-element-bef2c1c e-con-full e-flex e-con e-child\" data-id=\"bef2c1c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-82a57bd grid-box-title elementor-widget elementor-widget-heading\" data-id=\"82a57bd\" 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\">Zeitreihenanalyse<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0a7364b e-con-full grid-box e-flex e-con e-child\" data-id=\"0a7364b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<a class=\"elementor-element elementor-element-721745f e-con-full e-flex e-con e-child\" data-id=\"721745f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d3a9cc grid-box-title elementor-widget elementor-widget-heading\" data-id=\"0d3a9cc\" 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\">Livebetrieb &amp; Validierung<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/a>\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-f70c4b3 e-flex e-con-boxed e-con e-parent\" data-id=\"f70c4b3\" 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-8c2e350 e-con-full e-flex e-con e-child\" data-id=\"8c2e350\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f837c6a e-con-full e-flex e-con e-child\" data-id=\"f837c6a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e862954 elementor-widget elementor-widget-image\" data-id=\"e862954\" 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=\"400\" src=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose02-1-1024x512.jpg\" class=\"attachment-large size-large wp-image-5132\" alt=\"Wartungsinterfaces PC und Laptop\" srcset=\"https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose02-1-1024x512.jpg 1024w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose02-1-300x150.jpg 300w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose02-1-768x384.jpg 768w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose02-1-1536x768.jpg 1536w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose02-1-18x9.jpg 18w, https:\/\/itsonix.eu\/wp-content\/uploads\/2026\/08\/produktdetails_wartungsprognose02-1.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<div class=\"elementor-element elementor-element-59dc144 e-con-full schatten e-flex e-con e-child\" data-id=\"59dc144\" 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-962f980 e-con-full e-flex e-con e-child\" data-id=\"962f980\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6290fbe elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6290fbe\" 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-be6cca9 last-word-accent elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"be6cca9\" 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-e75881d elementor-widget elementor-widget-text-editor\" data-id=\"e75881d\" 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>Das Predictive-Maintenance-System ist im Livebetrieb und erkennt wartungsbed\u00fcrftige Speicher zuverl\u00e4ssig \u2014 bevor es zum Ausfall kommt. Serviceteams k\u00f6nnen Eins\u00e4tze gezielt planen statt reaktiv reagieren, was sich direkt in reduzierten Kosten und h\u00f6herer Kundenzufriedenheit niederschl\u00e4gt. SENEC verf\u00fcgt heute \u00fcber eine vollst\u00e4ndige Infrastruktur aus Datenpipeline, Trainingsumgebung und KNN-Modell \u2014 eigenverantwortlich betreibbar und auf neue Speichergenerationen erweiterbar.<\/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-f6352f4 elementor-widget elementor-widget-button\" data-id=\"f6352f4\" 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\">Zum kostenfreien Beratungsgespr\u00e4ch<\/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-eef46ba e-con-full e-flex e-con e-parent\" data-id=\"eef46ba\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a9d70d5 elementor-widget elementor-widget-template\" data-id=\"a9d70d5\" 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 loading=\"lazy\" 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 fetchpriority=\"high\" 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-36c4050 e-con-full e-flex e-con e-parent\" data-id=\"36c4050\" data-element_type=\"container\" data-e-type=\"container\" id=\"Kontaktanfrage\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b1b0b2 elementor-widget 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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<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Referenz KI getriebene Predictive Maintenance f\u00fcr Stromspeicher KI-gest\u00fctzte Ausfallvorhersage f\u00fcr Energiespeicher im Feld \u2014 entwickelt, trainiert und in den Livebetrieb \u00fcberf\u00fchrt. Projektinhalte zum Download Unsere Arbeit Wer Stromspeicher im Feld betreibt, steht vor einem klassischen Problem: Ausf\u00e4lle k\u00fcndigen sich selten fr\u00fch genug an, klassische Wartungsintervalle skalieren nicht mit wachsendem Ger\u00e4tebestand. Gemeinsam mit SENEC haben wir [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":5130,"parent":2422,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"branche":[10,32],"kernkompetenz":[13,16],"class_list":["post-2424","page","type-page","status-publish","has-post-thumbnail","hentry","branche-energiesektor","branche-predictive-maintenance","kernkompetenz-softwareentwicklung","kernkompetenz-kuenstliche-intelligenz"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>KI getriebene Predictive Maintenance f\u00fcr Stromspeicher | IT Sonix - Ihr Partner f\u00fcr individuelle Softwarel\u00f6sungen<\/title>\n<meta name=\"description\" content=\"KI getriebene Predictive Maintenance f\u00fcr Stromspeicher: KI-Wartungssysteme f\u00fcr Strompeicher, die Ausf\u00e4lle bei 75.000+ Speichern fr\u00fchzeitig erkennen.\" \/>\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\/ki-getriebene-predictive-maintenance-fuer-stromspeicher\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"KI getriebene Predictive Maintenance f\u00fcr Stromspeicher | IT Sonix - 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