{"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":"2026-07-13T09:03:09","modified_gmt":"2026-07-13T09:03:09","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-18a36ecf e-con-full ar_xinghan_1 e-flex e-con e-parent\" data-id=\"18a36ecf\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-31b00f59 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"31b00f59\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-103383b8 elementor-widget__width-inherit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"103383b8\" 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-52e297f4 elementor-widget__width-inherit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"52e297f4\" 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-72ed51a6 e-con-full ar_xinghan_1 elementor-hidden-desktop elementor-hidden-tablet e-flex e-con e-parent\" data-id=\"72ed51a6\" data-element_type=\"container\">\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\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17ae288 elementor-widget__width-inherit elementor-widget-mobile__width-inherit anli-m-biaoti-lv 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-hidden-mobile 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 hangye-solution-xian 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-hidden-mobile 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-713c8e6 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-image-gallery\" data-id=\"713c8e6\" data-element_type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-1013027 gallery-columns-1 gallery-size-full'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"713c8e6\" data-elementor-lightbox-title=\"Edge devices enabling predictive maintenance\" data-elementor-lightbox-description=\"InHand Networks&#039; IG gateways and EC computers gather equipment data at the edge, enabling cloud-based predictive maintenance solutions.\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTAxMjk0MiwidXJsIjoiaHR0cHM6XC9cL3d3dy5pbmhhbmQuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI2XC8wM1wvUHJlZGljdGl2ZS1NYWludGVuYW5jZS53ZWJwIiwic2xpZGVzaG93IjoiNzEzYzhlNiJ9\" href='https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance.webp'><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\" alt=\"IG Edge-Gateway und EC Edge-Computer erfassen Daten von Industrieger\u00e4ten f\u00fcr die cloudbasierte vorausschauende Wartung\" aria-describedby=\"gallery-1-1012942\" 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\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-1012942'>\n\t\t\t\tIndustrial edge devices collecting machine data for maintenance analytics\n\t\t\t\t<\/figcaption><\/figure>\n\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 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-8d5edc3 e-con-full mobile-accordion e-flex e-con e-parent\" data-id=\"8d5edc3\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5c51976_row_0_row_0_row_0 e-con-full e-flex e-con e-child\" data-id=\"5c51976_row_0_row_0_row_0\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-aed190d_item_0_item_0_item_0 e-con-full accordion-item_chanpinka e-flex e-con e-child\" data-id=\"aed190d_item_0_item_0_item_0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-07f3048 e-con-full accordion-header e-flex e-con e-child\" data-id=\"07f3048\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c29d2c2 elementor-widget elementor-widget-image\" data-id=\"c29d2c2\" 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-7db2511 e-flex e-con-boxed e-con e-child\" data-id=\"7db2511\" 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\t\t<div class=\"elementor-element elementor-element-9c03f4c elementor-widget elementor-widget-text-editor\" data-id=\"9c03f4c\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-89fe933 e-con-full accordion-content e-flex e-con e-child\" data-id=\"89fe933\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3ba02a elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"e3ba02a\" 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<\/div>\n\t\t<div class=\"elementor-element elementor-element-aed190d_item_0_item_1_item_1 e-con-full accordion-item_chanpinka e-flex e-con e-child\" data-id=\"aed190d_item_0_item_1_item_1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-07f3048 e-con-full accordion-header e-flex e-con e-child\" data-id=\"07f3048\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c29d2c2 elementor-widget elementor-widget-image\" data-id=\"c29d2c2\" 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-7db2511 e-flex e-con-boxed e-con e-child\" data-id=\"7db2511\" 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\t\t<div class=\"elementor-element elementor-element-9c03f4c elementor-widget elementor-widget-text-editor\" data-id=\"9c03f4c\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-89fe933 e-con-full accordion-content e-flex e-con e-child\" data-id=\"89fe933\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3ba02a elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"e3ba02a\" 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-aed190d_item_0_item_2_item_2 e-con-full accordion-item_chanpinka e-flex e-con e-child\" data-id=\"aed190d_item_0_item_2_item_2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-07f3048 e-con-full accordion-header e-flex e-con e-child\" data-id=\"07f3048\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c29d2c2 elementor-widget elementor-widget-image\" data-id=\"c29d2c2\" 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-7db2511 e-flex e-con-boxed e-con e-child\" data-id=\"7db2511\" 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\t\t<div class=\"elementor-element elementor-element-9c03f4c elementor-widget elementor-widget-text-editor\" data-id=\"9c03f4c\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-89fe933 e-con-full accordion-content e-flex e-con e-child\" data-id=\"89fe933\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3ba02a elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"e3ba02a\" 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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5c51976_row_0_row_0_row_3 e-con-full e-flex e-con e-child\" data-id=\"5c51976_row_0_row_0_row_3\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-aed190d_item_0_item_3_item_3 e-con-full accordion-item_chanpinka e-flex e-con e-child\" data-id=\"aed190d_item_0_item_3_item_3\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-07f3048 e-con-full accordion-header e-flex e-con e-child\" data-id=\"07f3048\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c29d2c2 elementor-widget elementor-widget-image\" data-id=\"c29d2c2\" 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-7db2511 e-flex e-con-boxed e-con e-child\" data-id=\"7db2511\" 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\t\t<div class=\"elementor-element elementor-element-9c03f4c elementor-widget elementor-widget-text-editor\" data-id=\"9c03f4c\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-89fe933 e-con-full accordion-content e-flex e-con e-child\" data-id=\"89fe933\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3ba02a elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"e3ba02a\" 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<div class=\"elementor-element elementor-element-ef9e1d9 e-con-full accordion-item_chanpinka elementor-hidden-mobile e-flex e-con e-child\" data-id=\"ef9e1d9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13c8312 e-con-full accordion-item_chanpinka elementor-hidden-mobile e-flex e-con e-child\" data-id=\"13c8312\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-6a574211108bb\">\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                        <a href=\"https:\/\/www.inhand.com\/de\/cases\/air-compressors-remote-monitoring\" class=\"mobile-thumb-link\">\n                            <img decoding=\"async\" class=\"mobile-article-thumb\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/remote-monitoring-of-air-compressors-m.png\" alt=\"Fern\u00fcberwachung von Luftkompressoren\">\n                        <\/a>\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                        <a href=\"https:\/\/www.inhand.com\/de\/cases\/injection-molding-machines-remote-monitoring\" class=\"mobile-thumb-link\">\n                            <img decoding=\"async\" class=\"mobile-article-thumb\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/remote-monitoring-solution-for-injection-molding-machines.png\" alt=\"Fern\u00fcberwachung von Spritzgie\u00dfmaschinen\">\n                        <\/a>\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                        <a href=\"https:\/\/www.inhand.com\/de\/cases\/remote-monitoring-solution-for-industrial-robots\" class=\"mobile-thumb-link\">\n                            <img decoding=\"async\" class=\"mobile-article-thumb\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/5g-remote-monitoring-solution-for-industrial-robots.png\" alt=\"5G-Fern\u00fcberwachungsl\u00f6sung f\u00fcr Industrieroboter\">\n                        <\/a>\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<\/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        \/* \u7b2c\u4e00\u4e2a\u5143\u7d20\u53bb\u6389\u9876\u90e8\u95f4\u8ddd *\/\n        .article-item:first-child {\n            margin-top: 0;\n        }\n\n        \/* \u6700\u540e\u4e00\u4e2a\u5143\u7d20\u53bb\u6389\u5e95\u90e8\u8fb9\u6846 *\/\n        .article-item:last-child {\n            border-bottom: none;\n        }\n\n        \/* \u6807\u9898\u6837\u5f0f\uff1a\u6700\u591a\u4e24\u6392 *\/\n        .article-title a {\n            text-decoration: none;\n            color: var(--text-inactive); \/* \u9ed8\u8ba4\u7070\u8272 *\/\n            font-size: 1.75rem;\n            transition: color 0.3s;\n            line-height: 1.1;\n\t\t\tfont-weight:600;\n            display: -webkit-box;\n            -webkit-line-clamp: 2;\n            -webkit-box-orient: vertical;\n            overflow: hidden;\n\/*             height: 5.8rem; *\/\n            margin: 0;\n        }\n\n        \/* \u6458\u8981\u6837\u5f0f\uff1a\u4e00\u6392 *\/\n        .article-excerpt {\n            color: 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; font-size: 0.875rem; }\n        .mobile-article-thumb, .mobile-thumb-link { display: none; }\n\n        @media (max-width: 700px) {\n            .article-hover-container { flex-direction: column; gap: 1.25rem; padding: 0; margin-bottom: 0; }\n            .article-image-preview { display: none; }\n            .article-content-list { width: 100%; order: 2; min-height: auto; padding-top: 0; }\n\n            .article-list-scroll {\n                display: flex;\n                gap: 14px;\n                overflow-x: auto;\n                overflow-y: hidden;\n                scroll-snap-type: x mandatory;\n                -webkit-overflow-scrolling: touch;\n                scrollbar-width: none;\n                padding-right: 1.25rem;\n                padding-left: 1.25rem;\n            }\n            .article-list-scroll::-webkit-scrollbar { display: none; }\n\n            .article-item {\n        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class=\"elementor-element elementor-element-a0a6739 e-con-full anli_bom e-flex e-con e-parent\" data-id=\"a0a6739\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-acec803 elementor-widget elementor-widget-heading\" data-id=\"acec803\" 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\">Das k\u00f6nnte Ihnen auch gefallen<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2479183 elementor-widget elementor-widget-shortcode\" data-id=\"2479183\" 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\">\t\t<div data-elementor-type=\"container\" data-elementor-id=\"4417\" class=\"elementor elementor-4417\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd5ea73 e-con-full e-flex e-con e-parent\" data-id=\"dd5ea73\" data-element_type=\"container\">\n\t\t<a class=\"elementor-element elementor-element-c0732b9 e-con-full e-flex e-con e-child\" data-id=\"c0732b9\" data-element_type=\"container\" href=\"\/de\/contact-sales\/\">\n\t\t<div class=\"elementor-element elementor-element-c8ae124 e-con-full e-flex e-con e-child\" data-id=\"c8ae124\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-adbe7a2 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"adbe7a2\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-dbb0463 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"dbb0463\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-50c0c64 elementor-widget elementor-widget-heading\" data-id=\"50c0c64\" 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\">Angebot anfordern<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d5f390 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4d5f390\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"icon-&#x7BAD;&#x5934;\" width=\"18.257\" height=\"18\" viewbox=\"0 0 18.257 18\"><rect id=\"&#x77E9;&#x5F62;_241\" data-name=\"&#x77E9;&#x5F62; 241\" width=\"18\" height=\"18\" fill=\"#d9d9d9\" opacity=\"0\"><\/rect><line id=\"&#x76F4;&#x7EBF;_33\" data-name=\"&#x76F4;&#x7EBF; 33\" x2=\"17.1\" transform=\"translate(0.45 9.45)\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"><\/line><path id=\"&#x8DEF;&#x5F84;_32\" data-name=\"&#x8DEF;&#x5F84; 32\" d=\"M0,0V8.484H8.277\" transform=\"translate(11.551 15.376) rotate(-135)\" fill=\"none\" stroke=\"#fff\" stroke-linejoin=\"round\" stroke-width=\"1\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbfeeb7 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-heading\" data-id=\"dbfeeb7\" 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\">Angebot anfordern<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t<a class=\"elementor-element elementor-element-0bb2d9f e-con-full e-flex e-con e-child\" data-id=\"0bb2d9f\" data-element_type=\"container\" href=\"\/de\/all-products\/\">\n\t\t<div class=\"elementor-element elementor-element-ecbf3f4 e-con-full e-flex e-con e-child\" data-id=\"ecbf3f4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-d910e79 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"d910e79\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89b4545 elementor-widget elementor-widget-heading\" data-id=\"89b4545\" 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\">Alle Produkte<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ece7ed1 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"ece7ed1\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"icon-&#x7BAD;&#x5934;\" width=\"18.257\" height=\"18\" viewbox=\"0 0 18.257 18\"><rect id=\"&#x77E9;&#x5F62;_241\" data-name=\"&#x77E9;&#x5F62; 241\" width=\"18\" height=\"18\" fill=\"#d9d9d9\" opacity=\"0\"><\/rect><line id=\"&#x76F4;&#x7EBF;_33\" data-name=\"&#x76F4;&#x7EBF; 33\" x2=\"17.1\" transform=\"translate(0.45 9.45)\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"><\/line><path id=\"&#x8DEF;&#x5F84;_32\" data-name=\"&#x8DEF;&#x5F84; 32\" d=\"M0,0V8.484H8.277\" transform=\"translate(11.551 15.376) rotate(-135)\" fill=\"none\" stroke=\"#fff\" stroke-linejoin=\"round\" stroke-width=\"1\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-759d1d1 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-heading\" data-id=\"759d1d1\" 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\">Alle Produkte<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t<a class=\"elementor-element elementor-element-0a034bd e-con-full e-flex e-con e-child\" data-id=\"0a034bd\" data-element_type=\"container\" href=\"\/de\/all-cases\/\">\n\t\t<div class=\"elementor-element elementor-element-0a297da e-con-full e-flex e-con e-child\" data-id=\"0a297da\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f054e42 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"f054e42\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3d6f91 elementor-widget elementor-widget-heading\" data-id=\"f3d6f91\" 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\">Alle F\u00e4lle<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7d56a5 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"c7d56a5\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"icon-&#x7BAD;&#x5934;\" width=\"18.257\" height=\"18\" viewbox=\"0 0 18.257 18\"><rect id=\"&#x77E9;&#x5F62;_241\" data-name=\"&#x77E9;&#x5F62; 241\" width=\"18\" height=\"18\" fill=\"#d9d9d9\" opacity=\"0\"><\/rect><line id=\"&#x76F4;&#x7EBF;_33\" data-name=\"&#x76F4;&#x7EBF; 33\" x2=\"17.1\" transform=\"translate(0.45 9.45)\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"><\/line><path id=\"&#x8DEF;&#x5F84;_32\" data-name=\"&#x8DEF;&#x5F84; 32\" d=\"M0,0V8.484H8.277\" transform=\"translate(11.551 15.376) rotate(-135)\" fill=\"none\" stroke=\"#fff\" stroke-linejoin=\"round\" stroke-width=\"1\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-682febd elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-heading\" data-id=\"682febd\" 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\">Alle F\u00e4lle<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t<a class=\"elementor-element elementor-element-51ead72 e-con-full e-flex e-con e-child\" data-id=\"51ead72\" data-element_type=\"container\" href=\"https:\/\/inhandgo.com\/\">\n\t\t<div class=\"elementor-element elementor-element-d62221d e-con-full e-flex e-con e-child\" data-id=\"d62221d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-a06c6e9 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"a06c6e9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e0a959 elementor-widget elementor-widget-heading\" data-id=\"9e0a959\" 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\">Online-Shop<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-432d713 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"432d713\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"icon-&#x7BAD;&#x5934;\" width=\"18.257\" height=\"18\" viewbox=\"0 0 18.257 18\"><rect id=\"&#x77E9;&#x5F62;_241\" data-name=\"&#x77E9;&#x5F62; 241\" width=\"18\" height=\"18\" fill=\"#d9d9d9\" opacity=\"0\"><\/rect><line id=\"&#x76F4;&#x7EBF;_33\" data-name=\"&#x76F4;&#x7EBF; 33\" x2=\"17.1\" transform=\"translate(0.45 9.45)\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"><\/line><path id=\"&#x8DEF;&#x5F84;_32\" data-name=\"&#x8DEF;&#x5F84; 32\" d=\"M0,0V8.484H8.277\" transform=\"translate(11.551 15.376) rotate(-135)\" fill=\"none\" stroke=\"#fff\" stroke-linejoin=\"round\" stroke-width=\"1\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5efbaa6 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-heading\" data-id=\"5efbaa6\" 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\">Online-Shop<\/h2>\t\t\t\t<\/div>\n\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<\/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. 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 [&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. Reduce downtime by connecting industrial devices to cloud platforms.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.inhand.com\/de\/industry\/predictive-maintenance\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Preventive Maintenance\" \/>\n<meta property=\"og:description\" content=\"InHand IG and EC series edge gateways enable predictive maintenance with multi-protocol support and edge AI. 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