{"id":12225,"date":"2023-09-05T02:37:41","date_gmt":"2023-09-04T18:37:41","guid":{"rendered":"https:\/\/www.inhand.com\/?p=12225"},"modified":"2024-08-06T02:17:09","modified_gmt":"2024-08-06T02:17:09","slug":"cloud-edge-coordination-in-iiot","status":"publish","type":"post","link":"https:\/\/www.inhand.com\/de\/support\/blogs\/cloud-edge-coordination-in-iiot\/","title":{"rendered":"\"Cloud + Edge\" koordiniert, gedeihen in der IIoT-\u00c4ra"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"12225\" class=\"elementor elementor-12225\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-302c3ff4 e-flex e-con-boxed e-con e-parent\" data-id=\"302c3ff4\" data-element_type=\"container\" data-settings=\"{&quot;container_type&quot;:&quot;flex&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6bf0ec05 e-con-full e-flex e-con e-child\" data-id=\"6bf0ec05\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-15f15aa5 elementor-widget elementor-widget-heading\" data-id=\"15f15aa5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 01-11-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">\"Cloud + Edge\" koordiniert, gedeihen in der IIoT-\u00c4ra<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6cffbfdb e-con-full e-flex e-con e-child\" data-id=\"6cffbfdb\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-61f94e5d elementor-widget elementor-widget-text-editor\" data-id=\"61f94e5d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 01-11-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><strong>\"Cloud + Edge\" koordiniert, gedeihen in der IIoT-\u00c4ra<\/strong><\/p><p>In der heutigen Industrie gibt es eine wachsende Zahl von Ger\u00e4ten, die an verschiedenen Standorten verteilt sind. Angesichts des langj\u00e4hrigen Betriebs ist es unvermeidlich, dass einige von ihnen ab und zu ausfallen. Um Probleme fr\u00fcher zu erkennen und vorbeugende Ma\u00dfnahmen zu ergreifen, ist es notwendig, den Betriebszustand der Ger\u00e4te zu \u00fcberwachen. Traditionell werden Wartungsingenieure h\u00e4ufig auf Patrouille vor Ort geschickt. Dies kann jedoch mit erheblichen Kosten verbunden sein, und h\u00e4ufig k\u00f6nnen Probleme nicht rechtzeitig erkannt werden.<\/p><p>Da immer mehr Ger\u00e4te mit dem Internet verbunden sind und immer gr\u00f6\u00dfere Datenmengen erzeugen, wollen Hersteller und Nutzer nicht nur eine effizientere Wartung, sondern auch mehr Erkenntnisse aus den Daten gewinnen, um das Wachstum zu f\u00f6rdern. Dies setzt eine tiefere Datenerfassung, bessere Verarbeitung und Analyse voraus. All diese Anforderungen f\u00fchren zu gr\u00f6\u00dferen technischen Herausforderungen f\u00fcr ein koordiniertes \"Cloud + Edge\"-IIoT-\u00d6kosystem.<\/p><p><strong>1. Daten von verschiedenen Ger\u00e4ten sammeln<\/strong><\/p><p>Ger\u00e4te, die in Industrieanlagen eingesetzt werden, erfassen st\u00e4ndig Daten aus verschiedenen Bereichen der Anlage und \u00fcberwachen sowohl die Maschinen als auch die Umgebung. Da diese Ger\u00e4te mit unterschiedlichen Schnittstellen ausgestattet sind (serielle Schnittstellen, Ethernet-Anschl\u00fcsse, Bluetooth, Wi-Fi), ist es nicht einfach, Daten von allen Ger\u00e4ten zu erfassen. Die verschiedenen Ger\u00e4tetypen auf der Baustelle erzeugen eine gro\u00dfe Datenmenge, was eine gro\u00dfe Herausforderung f\u00fcr die Gateways darstellt, die diese Daten sammeln und verarbeiten sollen.<\/p><p>Verschiedene Ger\u00e4te kommunizieren mit unterschiedlichen Protokollen. Selbst innerhalb der gleichen Kategorie kann es eine ganze Reihe von Optionen geben. Nehmen wir als Beispiel SPS. In dieser Branche gibt es mehrere gro\u00dfe Anbieter: Siemens, Schneider Electric, Allen-Bradley, ... jeder hat sein eigenes Protokoll. Inzwischen kommunizieren einige Hersteller \u00fcber ihre eigenen Protokolle. Dies f\u00fchrt zu Kompatibilit\u00e4tsproblemen f\u00fcr die Benutzer, da die meisten herk\u00f6mmlichen Gateways, die Daten \u00fcbertragen, nur einige dieser Protokolle unterst\u00fctzen. Das bedeutet, dass f\u00fcr einen einzigen Standort mehrere Arten von Gateways ben\u00f6tigt werden, was enorme Ausgaben f\u00fcr die Ausr\u00fcstung und hohe Kosten f\u00fcr den Markenwechsel mit sich bringt.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e97deec elementor-widget elementor-widget-image\" data-id=\"e97deec\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 01-11-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-beverage-automation.png\" class=\"attachment-large size-large wp-image-12231\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-beverage-automation.png 1000w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-beverage-automation-300x300.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-beverage-automation-150x150.png 150w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-beverage-automation-768x768.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-beverage-automation-12x12.png 12w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\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<div class=\"elementor-element elementor-element-bd0467d e-con-full e-flex e-con e-child\" data-id=\"bd0467d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fbc0833 elementor-widget elementor-widget-text-editor\" data-id=\"fbc0833\" 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<p>Da die Ger\u00e4te vor Ort immer vielf\u00e4ltiger werden und das oben genannte Problem akut wird, m\u00fcssen mehrere Industrieprotokolle integriert werden und auch private Protokolle kompatibel sein, damit Daten aus verschiedenen Quellen \u00fcber ein einziges \"All-in-One\"-IIoT-Gateway \u00fcbertragen werden k\u00f6nnen.<\/p><p><strong>2. Vorverarbeitung der Daten am Rand<\/strong><\/p><p>In der \u00c4ra des Cloud-Computing werden Daten zur Verarbeitung, Speicherung und Analyse in die Cloud hochgeladen. Da st\u00e4ndig gro\u00dfe Datenmengen generiert werden, belasten sie die Cloud immer st\u00e4rker. Stellen Sie sich vor, dass alle Daten nach und nach an die Cloud gesendet werden, die Cloud alle Daten empf\u00e4ngt und mit einem Befehl (oder manchmal gar keinem Befehl) antwortet, bevor weitere Ma\u00dfnahmen ergriffen werden. Dies bedeutet eine gro\u00dfe Latenzzeit bei der Daten\u00fcbertragung. Auch wenn 5G das Geschwindigkeitsproblem l\u00f6sen kann, ist die Cloud mit riesigen Datenmengen \u00fcberlastet.<\/p><p>So entsteht das Konzept des Edge Computing. Mit vorkonfigurierten Bedingungen oder programmierten Tools k\u00f6nnen die von verschiedenen Ger\u00e4ten gesammelten Daten in der N\u00e4he des Ortes, an dem sie erzeugt werden (dem \"Rand\"), gefiltert werden. Einige dieser Daten k\u00f6nnen lokal verarbeitet werden. Wenn beispielsweise ein bestimmter Schwellenwert erreicht wird, kann das Gateway sofort reagieren, indem es z. B. Warnungen an das Wartungspersonal sendet oder die Parameter der SPS \u00e4ndert. Es kann auch andere nachgeschaltete Ger\u00e4te \u00fcber E\/As steuern, wenn bestimmte Bedingungen erf\u00fcllt sind, so dass Steuerungen mit unterschiedlichen Protokollen Daten austauschen k\u00f6nnen.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35ab222 elementor-widget elementor-widget-image\" data-id=\"35ab222\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"842\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-data-preprocessing-1024x842.png\" class=\"attachment-large size-large wp-image-12232\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-data-preprocessing-1024x842.png 1024w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-data-preprocessing-300x247.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-data-preprocessing-768x631.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-data-preprocessing-15x12.png 15w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-data-preprocessing.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-61efd60 elementor-widget elementor-widget-text-editor\" data-id=\"61efd60\" 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<p>Die restlichen, \"bereinigten\" Daten werden dann an die Cloud gesendet. Dies spart nicht nur Datenfluss und Bandbreite, sondern, was noch wichtiger ist, entlastet die Cloud von \u00fcberm\u00e4\u00dfiger Last.<\/p><p><strong>3. Daten in die Cloud hochladen<\/strong><\/p><p>Die Welt von heute ist zunehmend datengesteuert. Als Kernst\u00fcck des IIoT-\u00d6kosystems spielt die Cloud eine wichtige Rolle bei der zentralisierten Verwaltung, Datenanalyse und Entscheidungsfindung.<\/p><p>So wie sich die Datenerfassungsger\u00e4te in ihren Kommunikationsprotokollen unterscheiden, variieren auch die verschiedenen Clouds in ihren Verbindungs- und Interaktionsmethoden. So sind beispielsweise die gro\u00dfen \u00f6ffentlichen Clouds wie Microsoft Azure und AWS mit SDK verbunden. Die Interaktionslogik zwischen den Clouds und den vom Edge angeforderten Funktionen ist ebenfalls unterschiedlich. Daher bedeutet das Senden von Daten an die Cloud eine Menge Arbeit bei der Integration des Gateways und der Cloud.<\/p><p>\u00a0<\/p><p>Ein Cloud-Gateway erm\u00f6glicht Systemintegratoren eine einfache Verbindung mit der Cloud, und die meisten Benutzer ben\u00f6tigen eine benutzerdefinierte Interaktion mit der Cloud, um ihre Daten hochzuladen. Gl\u00fccklicherweise unterst\u00fctzen die heutigen Cloud-Gateways dank des technologischen Fortschritts in der Regel die wichtigsten IoT-Clouds. Es sind nur wenige Schritte erforderlich, um die Cloud so zu konfigurieren, dass die Daten problemlos von der Quelle in die Cloud \u00fcbertragen werden k\u00f6nnen.<\/p><p>W\u00e4hrend Systemintegratoren versuchen, alles aus der Cloud zu \u00fcberwachen, um sicherzustellen, dass ihre Systeme ordnungsgem\u00e4\u00df funktionieren, m\u00fcssen Hersteller ihre Fabriken \u00fcber SCADA verwalten. Daher erm\u00f6glicht das Gateway lokalen SCADA-Systemen, Daten \u00fcber Industrieprotokolle und die Cloud \u00fcber MQTT zu erfassen.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05d1bbc elementor-widget elementor-widget-image\" data-id=\"05d1bbc\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"554\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-scada-1024x554.png\" class=\"attachment-large size-large wp-image-12233\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-scada-1024x554.png 1024w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-scada-300x162.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-scada-768x415.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-scada-18x10.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/09\/ig502-scada.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-033e3b4 elementor-widget elementor-widget-text-editor\" data-id=\"033e3b4\" 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<div class=\"n3csLx\"><div class=\"m3csEditor autoMaxImg\"><p><strong>4. Umsetzung digitaler Projekte<\/strong><\/p><p>Es braucht Zeit, bis man vollst\u00e4ndig digitalisiert ist. Der Beginn eines neuen Projekts ist in der Regel mit einer Menge Arbeit verbunden: Vorbereitung aller Ger\u00e4te, Integration, Programmierung der Anwendungen usw. In einer schnelllebigen Welt ist Zeit alles.<\/p><p>Eine \"Cloud + Edge\"-L\u00f6sung sollte einfach zu implementieren und zu konfigurieren sein, damit neue Projekte so schnell wie m\u00f6glich umgesetzt werden k\u00f6nnen. Da immer mehr Verwaltungstools auftauchen, ist es fast schon Standard, dass diese Gateways \u00fcber eine Cloud-Plattform verwaltet werden k\u00f6nnen. Die Webkonfiguration wird unterst\u00fctzt, und die Konfiguration kann importiert und exportiert werden. Die Bereitstellung und die Batch-Verwaltung k\u00f6nnen auf der Plattform einfach durchgef\u00fchrt werden.<\/p><p>Um den sich st\u00e4ndig \u00e4ndernden Gesch\u00e4ftsanforderungen gerecht zu werden und im Laufe der Projekte flexibel auf neue Anforderungen reagieren zu k\u00f6nnen, ist eine Anpassung erforderlich. Beispielsweise ben\u00f6tigt die Cloud-Plattform in ihrer Iteration eine andere Unterst\u00fctzung durch das Gateway; wenn sich die Datenanalyse vertieft, m\u00fcssen einige Datenverarbeitungslogiken auf dem Edge angepasst werden.<\/p><p><strong>Zusammenfassung\u00a0<\/strong><\/p><p>Die Cloud und das Edge arbeiten im IIoT so eng zusammen wie nie zuvor. Durch eine effiziente \"Cloud + Edge\"-Koordination k\u00f6nnen wir den Edge besser nutzen, besser verstehen, was im Feld vor sich geht, sicherstellen, dass die Ger\u00e4te effizient und stabil arbeiten, und so eine bessere Nutzererfahrung bieten. Mit einer effizienteren und fundierteren Datenbank k\u00f6nnen wir bessere Erkenntnisse f\u00fcr die Produktverbesserung und Parameteroptimierung gewinnen und so die Wettbewerbsf\u00e4higkeit im Zeitalter von Industrie 4.0 steigern.<\/p><\/div><\/div>\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-4dc21528 e-flex e-con-boxed e-con e-child\" data-id=\"4dc21528\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;container_type&quot;:&quot;flex&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5c7efff0 e-con-full e-flex e-con e-child\" data-id=\"5c7efff0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4ac4d1fd e-con-full e-flex e-con e-child\" data-id=\"4ac4d1fd\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-687edd4e e-con-full e-flex e-con e-child\" data-id=\"687edd4e\" data-element_type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:60,&quot;content_width&quot;:&quot;full&quot;,&quot;sticky_offset_tablet&quot;:0,&quot;sticky_offset_mobile&quot;:0,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;container_type&quot;:&quot;flex&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64684b14 elementor-widget elementor-widget-heading\" data-id=\"64684b14\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Verwandte Blogs<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a756fb elementor-widget elementor-widget-ha-post-list happy-addon ha-post-list\" data-id=\"7a756fb\" data-element_type=\"widget\" data-widget_type=\"ha-post-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t<div class=\"ha-post-list-wrapper\">\n\t\t\t\t<ul class=\"ha-post-list\" >\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"ha-post-list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/modbus-rtu-vs-modbus-tcp-ip\/\">\n\t\t\t\t\t\t\t\t<span class=\"ha-post-list-icon\"><i aria-hidden=\"true\" class=\"hm hm-tb-post-content\"><\/i><\/span>\t\t\t\t\t\t\t\t<div class=\"ha-post-list-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"ha-post-list-title\">Modbus RTU vs. Modbus TCP\/IP<\/h2>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"ha-post-list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.inhand.com\/de\/company\/news\/ig502-controlengineering-award\/\">\n\t\t\t\t\t\t\t\t<span class=\"ha-post-list-icon\"><i aria-hidden=\"true\" class=\"hm hm-tb-post-content\"><\/i><\/span>\t\t\t\t\t\t\t\t<div class=\"ha-post-list-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"ha-post-list-title\">IG502 hat den 35. j\u00e4hrlichen Control Engineering Engineers' Choice Award gewonnen<\/h2>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"ha-post-list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.inhand.com\/de\/company\/news\/ig902-aws-greengrass-qualified\/\">\n\t\t\t\t\t\t\t\t<span class=\"ha-post-list-icon\"><i aria-hidden=\"true\" class=\"hm hm-tb-post-content\"><\/i><\/span>\t\t\t\t\t\t\t\t<div class=\"ha-post-list-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"ha-post-list-title\">InGateway902 AWS IoT Greengrass Qualifiziert<\/h2>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"ha-post-list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/differences-in-wireless-communication-technologies\/\">\n\t\t\t\t\t\t\t\t<span class=\"ha-post-list-icon\"><i aria-hidden=\"true\" class=\"hm hm-tb-post-content\"><\/i><\/span>\t\t\t\t\t\t\t\t<div class=\"ha-post-list-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"ha-post-list-title\">Welche Unterschiede gibt es bei den Technologien f\u00fcr drahtlose Kommunikationsnetze?<\/h2>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"ha-post-list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/what-is-modbus\/\">\n\t\t\t\t\t\t\t\t<span class=\"ha-post-list-icon\"><i aria-hidden=\"true\" class=\"hm hm-tb-post-content\"><\/i><\/span>\t\t\t\t\t\t\t\t<div class=\"ha-post-list-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"ha-post-list-title\">Was ist Modbus und wie funktioniert es in der Industrie?<\/h2>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-450778a1 e-flex e-con-boxed e-con e-parent\" data-id=\"450778a1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;container_type&quot;:&quot;flex&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" 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href='https:\/\/www.inhand.com\/wp-content\/plugins\/unlimited-elements-for-elementor-premium\/assets_libraries\/owl-carousel-new\/assets\/owl.carousel.css' type='text\/css' rel='stylesheet' >\n\n<style>\/* widget: Post Carousel Lite *\/\n\n#uc_uc_card_post_carousel_elementor_7ef50058 *{\n  box-sizing:border-box;\n}\n#uc_uc_card_post_carousel_elementor_7ef50058{\n  position:relative;\n  min-height:1px;\n}\n#uc_uc_card_post_carousel_elementor_7ef50058 .uc_image_carousel_content{\n\ttext-align:center;\n    display: flex;\n     flex-flow: column nowrap;\n}\n#uc_uc_card_post_carousel_elementor_7ef50058 .ue_post_carousel_item\n{\n  overflow:hidden;\n  \n}\n\n#uc_uc_card_post_carousel_elementor_7ef50058 .ue_post_btn_holder\n{\n  margin-top:auto;\n}\n\n#uc_uc_card_post_carousel_elementor_7ef50058 .uc_more_btn{\n\n  display:inline-block;\n  text-align:center;\n  text-decoration:none;\n} \n\n.uc_overlay_image_carousel .uc_more_btn{\n  text-decoration:none;\n  display:inline-block;\n}\n\n.uc_overlay_image_carousel .uc_post_title{\n  font-size:21px;\n  text-decoration:none;\n}\n\n#uc_uc_card_post_carousel_elementor_7ef50058 .owl-nav .owl-prev{\n    position:absolute;\n    display:inline-block;\n    text-align:center;\n}\n#uc_uc_card_post_carousel_elementor_7ef50058 .owl-nav .owl-next{\n  position:absolute;\n  display:inline-block;\n  text-align:center;\n}\n\n\n#uc_uc_card_post_carousel_elementor_7ef50058 .owl-dots {\noverflow:hidden;\ndisplay:false !important;\ntext-align:center;\n}\n\n#uc_uc_card_post_carousel_elementor_7ef50058 .owl-dot {\nborder-radius:50%;\ndisplay:inline-block;\n}\n\n<\/style>\n\n<div class=\"uc_overlay_image_carousel\" id=\"uc_uc_card_post_carousel_elementor_7ef50058\" data-custom-sethtml=\"true\" >\n   <div class=\"uc_carousel owl-carousel owl-theme uc-items-wrapper\">\n   \t\t<div id=\"uc_uc_card_post_carousel_elementor_7ef50058_item1\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  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Sie erkennt sofort die pers\u00f6nliche Schutzausr\u00fcstung (PSA)...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/ai-construction-safety-edge-decision\/\">Mehr Infos<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_7ef50058_item5\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Von der Probenahme bis zur 100% KI-Inspektion<\/div><\/a>    <div class=\"ue_post_intro\">5G Carrier Aggregation erkl\u00e4rt \u2013 Schalten Sie ultraschnelle, stabile Konnektivit\u00e4t frei mit dem kommenden FWA12-Gesch\u00e4ftsmodell ...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\">Mehr Infos<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_7ef50058_item6\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/what-is-carrier-aggregation\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/carrier-aggregation-768x563.jpg); 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background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/eu-nis2-directive-compliance-guide\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">EU-NIS-2-Richtlinie: Wie InHand Networks Ihnen hilft, konform und sicher zu bleiben<\/div><\/a>    <div class=\"ue_post_intro\">Von der Einhaltung von Vorschriften bis zur Belastbarkeit ist InHand Networks Ihr zuverl\u00e4ssiger Partner f\u00fcr die NIS 2-Bereitschaft.<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/eu-nis2-directive-compliance-guide\/\">Mehr Infos<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_7ef50058_item8\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/what-is-wi-fi-7\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/what-is-wifi-7_website-768x563.jpg); 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background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/traffic-shaping-for-network-management\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Traffic Shaping: Die unsichtbare Hand des Netzwerkmanagements<\/div><\/a>    <div class=\"ue_post_intro\">Entdecken Sie, wie Traffic Shaping die Netzwerkleistung durch Priorisierung kritischer Daten verbessert. Erfahren Sie, wie InHand...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/traffic-shaping-for-network-management\/\">Mehr Infos<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_7ef50058_item10\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/deploying-aws-iot-sitewise-on-ec942-edge-computer\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/deploy-aws-iot-sitewise-on-ec942-edge-computer-768x499.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/deploying-aws-iot-sitewise-on-ec942-edge-computer\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Bereitstellung von AWS IoT SiteWise auf dem InHand EC942 f\u00fcr Einblicke in industrielle Daten<\/div><\/a>    <div class=\"ue_post_intro\">Stellen Sie AWS IoT SiteWise auf dem EC942 bereit, um Einblicke in Industriedaten in Echtzeit mit sicheren...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/de\/support\/blogs\/deploying-aws-iot-sitewise-on-ec942-edge-computer\/\">Mehr Infos<\/a><\/div>  <\/div>\n<\/div>\n\n   <\/div>\t\n<\/div>\n\n<!-- --->\n<!-- --->\n<!-- --->\n<!-- end Post Carousel Lite -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Das koordinierte \u00d6kosystem \u201eCloud + Edge\u201c entstand mit der zunehmenden Entwicklung des industriellen IoT (IIoT). Welche Funktionen bietet es? Wie funktioniert dieses \u00d6kosystem? Wie l\u00e4sst sich die Arbeitseffizienz durch die Einf\u00fchrung des \u201eCloud + Edge\u201c-\u00d6kosystems steigern? <\/p>","protected":false},"author":1,"featured_media":31933,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[126],"tags":[],"class_list":["post-12225","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs"],"blocksy_meta":"","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v23.1 (Yoast SEO v23.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u201cCloud + Edge\u201d Coordinated, Thrive in the IIoT Era - InHand Networks<\/title>\n<meta name=\"description\" content=\"Discover how cloud and edge coordination enhances IIoT. 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