{"id":1013027,"date":"2026-03-12T09:07:49","date_gmt":"2026-03-12T09:07:49","guid":{"rendered":"https:\/\/beta-new.inhand.com\/?p=1013027"},"modified":"2026-06-12T07:54:11","modified_gmt":"2026-06-12T07:54:11","slug":"predictive-maintenance","status":"publish","type":"post","link":"https:\/\/www.inhand.com\/de\/industry\/predictive-maintenance","title":{"rendered":"Vorbeugende Wartung"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"1013027\" class=\"elementor elementor-1013027\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-72ed51a6 e-con-full ar_xinghan_1 e-flex e-con e-parent\" data-id=\"72ed51a6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-1cae035b e-con-full e-flex e-con e-child\" data-id=\"1cae035b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17ae288 elementor-widget__width-inherit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"17ae288\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Vorausschauende Wartung<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fa01344 elementor-widget__width-inherit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"6fa01344\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Die vorausschauende Instandhaltung nutzt Datenanalyse und maschinelles Lernen, um Probleme fr\u00fchzeitig zu erkennen \u2013 wodurch Ausfallzeiten und Reparaturkosten reduziert und gleichzeitig Zuverl\u00e4ssigkeit und Produktivit\u00e4t verbessert werden.<\/h2>\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-4eae5855 e-con-full e-flex e-con e-parent\" data-id=\"4eae5855\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-35c139bd e-con-full e-flex e-con e-child\" data-id=\"35c139bd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7928b054 elementor-widget elementor-widget-heading\" data-id=\"7928b054\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hintergrund und Herausforderungen<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4fb64802 elementor-widget__width-inherit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4fb64802\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Industrielle und elektrische Anlagen werden h\u00e4ufig weltweit bei Kunden eingesetzt, und ihre Verf\u00fcgbarkeit ist f\u00fcr den Betrieb von entscheidender Bedeutung. Obwohl OEMs zunehmend auf vorausschauende Wartung setzen, stehen sie \u00fcblicherweise vor vier Herausforderungen: fragmentierte Datenerfassung (unterschiedliche Protokolle und Formate, begrenzte Datenerfassungsm\u00f6glichkeiten), mangelhafte Datenqualit\u00e4t (Rauschen, ung\u00fcltige Datens\u00e4tze, inkonsistente Einheiten), komplexe und kostspielige Verbindungen (insbesondere kabelgebundene Netzwerke) sowie Risiken f\u00fcr Datensicherheit und Datenschutz.<\/h2>\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-7311bfc8 e-con-full e-flex e-con e-child\" data-id=\"7311bfc8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7768dd3c elementor-widget elementor-widget-image\" data-id=\"7768dd3c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1602\" height=\"930\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse.jpg\" class=\"attachment-large size-large wp-image-1209140\" alt=\"Moderne Fabrikmaschinen werden vorbeugend gewartet, um eine hohe Verf\u00fcgbarkeit f\u00fcr den globalen Betrieb zu gew\u00e4hrleisten.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse.jpg 1602w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse-300x174.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse-768x446.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse-1536x892.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse-18x10.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse-600x348.jpg 600w\" sizes=\"(max-width: 1602px) 100vw, 1602px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5bbd7a0c e-con-full e-flex e-con e-parent\" data-id=\"5bbd7a0c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23ba4439 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"23ba4439\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L\u00f6sung<\/h2>\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-7b39725a e-con-full e-flex e-con e-parent\" data-id=\"7b39725a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48588a66 elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"48588a66\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"5760\" height=\"2200\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance.webp\" class=\"attachment-full size-full wp-image-1012942\" alt=\"IG Edge-Gateway und EC Edge-Computer erfassen Daten von Industrieger\u00e4ten f\u00fcr die cloudbasierte vorausschauende Wartung\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance.webp 5760w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-300x115.webp 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-2000x764.webp 2000w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-768x293.webp 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-1536x587.webp 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-2048x782.webp 2048w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-18x7.webp 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-600x229.webp 600w\" sizes=\"(max-width: 5760px) 100vw, 5760px\" \/>\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-aeaeb94 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"aeaeb94\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">InHand Networks bietet eine \u201eCloud+Edge\u201c-L\u00f6sung f\u00fcr die vorbeugende Wartung. Dank der Unterst\u00fctzung zahlreicher Industrieprotokolle und leistungsstarker Edge-Computing-Funktionen erfassen die IG Edge-Gateways und EC Edge-Computer problemlos Daten von verschiedenen Ger\u00e4ten vor Ort, validieren diese und laden sie anschlie\u00dfend in die Cloud hoch.<\/h2>\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-a80660b e-con-full e-flex e-con e-parent\" data-id=\"a80660b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46995c9b elementor-widget elementor-widget-heading\" data-id=\"46995c9b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">F\u00e4higkeiten<\/h2>\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-74b0dd5b e-con-full e-flex e-con e-parent\" data-id=\"74b0dd5b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-332708fd e-con-full e-flex e-con e-child\" data-id=\"332708fd\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-70089b8 e-flex e-con-boxed e-con e-child\" data-id=\"70089b8\" data-element_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-5d07ed27 e-con-full e-flex e-con e-child\" data-id=\"5d07ed27\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e27d7c elementor-widget elementor-widget-image\" data-id=\"7e27d7c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/MonitorManagement.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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-107bcc3d e-con-full e-flex e-con e-child\" data-id=\"107bcc3d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f17136e elementor-widget elementor-widget-text-editor\" data-id=\"f17136e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Kontinuierliche \u00dcberwachung<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b38564 e-con-full e-flex e-con e-child\" data-id=\"b38564\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d22c045 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"4d22c045\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Kontinuierliche Online-Status\u00fcberwachung und Datenerfassung der Ger\u00e4te.<\/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-71ce650c e-flex e-con-boxed e-con e-child\" data-id=\"71ce650c\" data-element_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-4bc59a07 e-con-full e-flex e-con e-child\" data-id=\"4bc59a07\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64fee253 elementor-widget elementor-widget-image\" data-id=\"64fee253\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/Protocol.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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-3e373bcd e-con-full e-flex e-con e-child\" data-id=\"3e373bcd\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5de3ca6a elementor-widget elementor-widget-text-editor\" data-id=\"5de3ca6a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Protokollkonvertierung<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d69e70d e-con-full e-flex e-con e-child\" data-id=\"2d69e70d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2fdf33f elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"2fdf33f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Verbindung zu verschiedenen Arten von Industrieger\u00e4ten, Konvertierung zwischen Hunderten von Industrieprotokollen.<\/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-a2bdb0c e-flex e-con-boxed e-con e-child\" data-id=\"a2bdb0c\" data-element_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-1656585b e-con-full e-flex e-con e-child\" data-id=\"1656585b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-187717e4 elementor-widget elementor-widget-image\" data-id=\"187717e4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/EdgeCompute.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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-22f252ed e-con-full e-flex e-con e-child\" data-id=\"22f252ed\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3b95df25 elementor-widget elementor-widget-text-editor\" data-id=\"3b95df25\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>KI am Netzwerkrand<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-591637eb e-con-full e-flex e-con e-child\" data-id=\"591637eb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b856bed elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"7b856bed\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>KI-Funktionen werden direkt am Ger\u00e4terand eingesetzt, um die Effizienz der Datenanalyse zu verbessern.<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fc0808c e-grid e-con-full e-con e-child\" data-id=\"fc0808c\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ee5f4ae e-con-full e-flex e-con e-child\" data-id=\"ee5f4ae\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-fbecc63 e-con-full e-flex e-con e-child\" data-id=\"fbecc63\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aff55ec elementor-widget elementor-widget-image\" data-id=\"aff55ec\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/Cloud.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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-828993a e-con-full e-flex e-con e-child\" data-id=\"828993a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8317f40 elementor-widget elementor-widget-text-editor\" data-id=\"8317f40\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>Wolken bereit<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-703f13c e-con-full e-flex e-con e-child\" data-id=\"703f13c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ab0a8a elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"9ab0a8a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>Unterst\u00fctzung f\u00fcr mehrere IoT-Clouds, AWS, Microsoft Azure usw.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-9f68224 e-con-full e-flex e-con e-child\" data-id=\"9f68224\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-650a099 e-con-full e-flex e-con e-child\" data-id=\"650a099\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-244a16b elementor-widget elementor-widget-image\" data-id=\"244a16b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/Network.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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-65bbb53 e-con-full e-flex e-con e-child\" data-id=\"65bbb53\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-82128e8 elementor-widget elementor-widget-text-editor\" data-id=\"82128e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>SaaS-Integration<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-b7d7eeb e-con-full e-flex e-con e-child\" data-id=\"b7d7eeb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7b94ab elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"c7b94ab\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>Flexible Bereitstellung herstellereigener SaaS-Plattformen, die Fehlerdiagnose und Trendprognose erm\u00f6glichen.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-af29b66 e-con-full e-flex e-con e-child\" data-id=\"af29b66\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9b47908 e-con-full e-flex e-con e-child\" data-id=\"9b47908\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d1cf7cc elementor-widget elementor-widget-image\" data-id=\"d1cf7cc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/Expansion.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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-f1763f8 e-con-full e-flex e-con e-child\" data-id=\"f1763f8\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e72afa3 elementor-widget elementor-widget-text-editor\" data-id=\"e72afa3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>Flexible L\u00f6sungen<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-70b9e0e e-con-full e-flex e-con e-child\" data-id=\"70b9e0e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e92d7d elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"9e92d7d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>Mehrere Edge-Computing-Gateways decken unterschiedliche Bed\u00fcrfnisse mit Schnittstellen, Rechenkapazit\u00e4ten und Entwicklungsumgebungen ab.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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<div class=\"elementor-element elementor-element-7d03ab0 e-con-full e-flex e-con e-parent\" data-id=\"7d03ab0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21839a2f elementor-widget elementor-widget-heading\" data-id=\"21839a2f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Verwandte Produkte<\/h2>\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-2a2f87fe e-con-full e-flex e-con e-parent\" data-id=\"2a2f87fe\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-37fa87f6 elementor-widget elementor-widget-shortcode\" data-id=\"37fa87f6\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <div class=\"product-cards-outer-container-top\">\n        <div class=\"product-cards-carousel-wrapper\" id=\"carousel-6a3cbd96003b3\">\n            <div class=\"product-cards-carousel\">\n\n<div class=\"product-cards-track\">\n        <a href=\"\/de\/products\/cloud-service\/inconnect\/\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/05\/ic.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">InConnect<\/h3>\n        <p class=\"product-card-desc\">Fernzugriffsdienst<\/p>\n                    <p class=\"product-card-category\">Cloud-Dienst<\/p>\n        \n                    <div class=\"product-card-button\">Mehr erfahren <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n        <a href=\"\/de\/products\/cloud-service\/device-manager\/\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/05\/DM.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">Ger\u00e4te-Manager<\/h3>\n        <p class=\"product-card-desc\">Ger\u00e4teverwaltungs-Cloud<\/p>\n                    <p class=\"product-card-category\">Cloud-Dienst<\/p>\n        \n                    <div class=\"product-card-button\">Mehr erfahren <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n        <a href=\"\/de\/all-products\/?target=ai-edge-computers\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/01\/EC5350.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">KI-Edge-Computer<\/h3>\n        <p class=\"product-card-desc\">1-157 TOPS Industrieller KI-Edge-Computer<\/p>\n        \n                    <div class=\"product-card-button\">Mehr erfahren <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n        <a href=\"\/de\/all-products\/?target=edge-gateway-ti\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/02\/IG502.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">Edge-Gateway<\/h3>\n        <p class=\"product-card-desc\">Multi-Protokoll-IoT-Gateway f\u00fcr IoT-Anwendungen<\/p>\n        \n                    <div class=\"product-card-button\">Mehr erfahren <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n    <\/div>\n            <\/div>\n\n            <div class=\"carousel-footer-controls\">\n                <div class=\"carousel-progress-container\">\n                    <div class=\"carousel-progress-bar-thumb\"><\/div>\n                <\/div>\n                <div class=\"carousel-nav-buttons\">\n                    <button class=\"carousel-nav-btn prev\" aria-label=\"Vorherige\">\n                        <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"15 18 9 12 15 6\"><\/polyline><\/svg>\n                    <\/button>\n                    <button class=\"carousel-nav-btn next\" aria-label=\"N\u00e4chste\">\n                        <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n                    <\/button>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n    <\/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-addad66 e-con-full e-flex e-con e-parent\" data-id=\"addad66\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b6ba7df elementor-widget elementor-widget-heading\" data-id=\"b6ba7df\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00c4hnliche F\u00e4lle<\/h2>\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-8172a51 e-con-full e-flex e-con e-parent\" data-id=\"8172a51\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f1a5609 elementor-widget elementor-widget-shortcode\" data-id=\"f1a5609\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <div class=\"article-hover-container\">\n        <div class=\"article-image-preview\">\n            <img decoding=\"async\" id=\"main-preview-img\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/remote-monitoring-of-air-compressors-m.png\" alt=\"Vorschau\">\n        <\/div>\n\n        <div class=\"article-content-list\">\n            <div class=\"article-list-scroll\">\n                                    <div class=\"article-item active\"\n                         data-image=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/remote-monitoring-of-air-compressors-m.png\">\n                        <h3 class=\"article-title\">\n                            <a href=\"https:\/\/www.inhand.com\/de\/cases\/air-compressors-remote-monitoring\">Fern\u00fcberwachung von Luftkompressoren<\/a>\n                        <\/h3>\n                        <p class=\"article-excerpt\">Fern\u00fcberwachung von Luftkompressoren \u2013 Anwendungen und Anwendungsf\u00e4lle \u2013 Wichtigste Erkenntnisse zur Fern\u00fcberwachung\u2026<\/p>\n                        <a href=\"https:\/\/www.inhand.com\/de\/cases\/air-compressors-remote-monitoring\" class=\"mobile-read-more\">Mehr erfahren \u2192<\/a>\n                    <\/div>\n                                    <div class=\"article-item\"\n                         data-image=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/remote-monitoring-solution-for-injection-molding-machines.png\">\n                        <h3 class=\"article-title\">\n                            <a href=\"https:\/\/www.inhand.com\/de\/cases\/injection-molding-machines-remote-monitoring\">Fern\u00fcberwachung von Spritzgie\u00dfmaschinen<\/a>\n                        <\/h3>\n                        <p class=\"article-excerpt\">Fern\u00fcberwachung von Spritzgie\u00dfmaschinen: Anwendungen und Fallstudien \u2013 Wichtigste Erkenntnisse\u2026<\/p>\n                        <a href=\"https:\/\/www.inhand.com\/de\/cases\/injection-molding-machines-remote-monitoring\" class=\"mobile-read-more\">Mehr erfahren \u2192<\/a>\n                    <\/div>\n                                    <div class=\"article-item\"\n                         data-image=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/5g-remote-monitoring-solution-for-industrial-robots.png\">\n                        <h3 class=\"article-title\">\n                            <a href=\"https:\/\/www.inhand.com\/de\/cases\/remote-monitoring-solution-for-industrial-robots\">5G-Fern\u00fcberwachungsl\u00f6sung f\u00fcr Industrieroboter<\/a>\n                        <\/h3>\n                        <p class=\"article-excerpt\">5G-Fern\u00fcberwachungsl\u00f6sung f\u00fcr Industrieroboter \u2013 Anwendungen und Anwendungsf\u00e4lle: Wichtigste Erkenntnisse\u2026<\/p>\n                        <a href=\"https:\/\/www.inhand.com\/de\/cases\/remote-monitoring-solution-for-industrial-robots\" class=\"mobile-read-more\">Mehr erfahren \u2192<\/a>\n                    <\/div>\n                            <\/div>\n            <a href=\"\/de\/all-cases\/\" class=\"see-all-cases\">Alle F\u00e4lle anzeigen \u2192<\/a>\n        <\/div>\n    <\/div>\n\n    <style>\n        :root {\n            --main-green: #3eb044;\n            --text-inactive: #777777; \/* \u9ed8\u8ba4\u7070\u8272 *\/\n            --text-active: #000000;   \/* \u9009\u4e2d\/\u60ac\u505c\u9ed1\u8272 *\/\n            --border-light: #777777;\n        }\n\n        .article-hover-container {\n            display: flex;\n            gap: 4rem;\n            align-items: flex-start;\n            width: 100%;\n\t\t\tmargin-bottom:20px\n        }\n\n        .article-image-preview img {\n            width: 52rem;\n            height: 28.75rem;\n            object-fit: cover;\n            transition: opacity 0.4s ease;\n            display: block;\n        }\n\n        .article-content-list {\n            display: flex;\n            flex-direction: column;\n            min-height: 28.75rem;\n            align-content: center;\n            position: relative;\n\t\t\tpadding-top:1rem;\n        }\n\n        .article-list-scroll {\n            flex: 1;\n            overflow-y: auto;\n            max-height: 23.5rem; \/* 3\u4e2a \u00d7 7.5rem = \u6b63\u597d3\u4e2a *\/\n            padding-right: 0.5rem;\n        }\n\n        \/* \u81ea\u5b9a\u4e49\u6eda\u52a8\u6761\u6837\u5f0f *\/\n        .article-list-scroll::-webkit-scrollbar {\n            width: 4px;\n        }\n\n        .article-list-scroll::-webkit-scrollbar-track {\n            background: #f1f1f1;\n            border-radius: 2px;\n        }\n\n        .article-list-scroll::-webkit-scrollbar-thumb {\n            background: #3eb044;\n            border-radius: 2px;\n        }\n\n        .article-list-scroll::-webkit-scrollbar-thumb:hover {\n            background: #2a8a30;\n        }\n\n        \/* See All Cases \u94fe\u63a5\u6837\u5f0f *\/\n        .see-all-cases {\n            display: block;\n            text-align: right;\n            color: #3eb044;\n            text-decoration: none;\n            font-size: 1.5rem;\n            font-weight: 600;\n            margin-top: 2rem;\n            padding-top: 0.75rem;\n            border-top: 1px solid #e0e0e0;\n            transition: color 0.3s ease;\n        }\n\n        .see-all-cases:hover {\n            color: #2a8a30;\n        }\n\n        \/* \u9879\u76ee\u57fa\u7840\u6837\u5f0f *\/\n        .article-item {\n            border-bottom: 1px solid #777777;\n            cursor: pointer;\n            position: relative;\n            transition: all 0.3s ease;\n            height: 7.5rem; \/* \u56fa\u5b9a\u9ad8\u5ea6\uff1a\u786e\u4fdd\u6bcf\u884c\u4e00\u81f4 *\/\n            box-sizing: border-box;\n            padding-bottom: 1.25rem;\n            margin-top: 1rem;\n        }\n\n    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var(--text-inactive); \/* \u9ed8\u8ba4\u7070\u8272 *\/\n            font-size: 1.25rem;\n            line-height: 1.1; \/* \u7a0d\u5fae\u589e\u52a0\u4e00\u70b9\u884c\u9ad8\u9632\u6b62\u5207\u5b57 *\/\n            display: -webkit-box;\n            -webkit-line-clamp: 1;\n            -webkit-box-orient: vertical;\n            overflow: hidden;\n\t\t\tfont-weight:500;\n            margin-top: 0.625rem;\n            margin-bottom: 0;\n        }\n\n        \/* \u6838\u5fc3\u903b\u8f91\uff1aHover \u6216 Active \u65f6\u53d8\u9ed1 *\/\n        .article-item:hover .article-title a,\n        .article-item:hover .article-excerpt,\n        .article-item.active .article-title a,\n        .article-item.active .article-excerpt {\n            color: var(--text-active) !important;\n        }\n\n        \/* \u79fb\u52a8\u7aef\u903b\u8f91\u4fdd\u6301\u4e0d\u53d8 *\/\n        .mobile-read-more { display: none; color: var(--main-green); text-decoration: none; font-weight: bold; margin-top: 0.625rem; 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class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/inhandgo.com\/\">Online-Shop<\/a><\/h2>\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>\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>","protected":false},"excerpt":{"rendered":"<p>Predictive Maintenance Predictive maintenance uses data analytics and machine learning to detect issues early\u2014reducing downtime and repair costs while improving reliability and productivity. Background &amp; Challenges Industrial and electrical equipment is often deployed globally at customer sites, and uptime is critical to operations. While OEMs are turning to predictive maintenance, they commonly face four hurdles: [&hellip;]<\/p>","protected":false},"author":3,"featured_media":1209142,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[820],"tags":[],"case_tag":[],"class_list":["post-1013027","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.6 (Yoast SEO v26.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>InHand Edge Gateways for Predictive Maintenance<\/title>\n<meta name=\"description\" content=\"InHand IG and EC series edge gateways enable predictive maintenance with multi-protocol support and edge AI. 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