{"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\/fr\/support\/blogs\/cloud-edge-coordination-in-iiot\/","title":{"rendered":"\u300aCloud + Edge\u300bcoordonn\u00e9s, prosp\u00e8rent \u00e0 l'\u00e8re de l'IIoT"},"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\">\u300aCloud + Edge\u300bcoordonn\u00e9s, prosp\u00e8rent \u00e0 l'\u00e8re de l'IIoT<\/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>\u300aCloud + Edge\u300bcoordonn\u00e9s, prosp\u00e8rent \u00e0 l'\u00e8re de l'IIoT<\/strong><\/p><p>L'industrie contemporaine se caract\u00e9rise par un nombre croissant d'appareils r\u00e9partis sur diff\u00e9rents sites industriels. Compte tenu de leur longue dur\u00e9e de vie, il est in\u00e9vitable que certains d'entre eux tombent en panne de temps \u00e0 autre. Pour identifier les probl\u00e8mes plus t\u00f4t et prendre des mesures pr\u00e9ventives, il est n\u00e9cessaire de suivre leur \u00e9tat de fonctionnement. Traditionnellement, les ing\u00e9nieurs de maintenance sont fr\u00e9quemment envoy\u00e9s en patrouille sur le site. Cependant, cela peut entra\u00eener des co\u00fbts consid\u00e9rables et, le plus souvent, les probl\u00e8mes ne peuvent pas \u00eatre identifi\u00e9s rapidement.<\/p><p>\u00c9tant donn\u00e9 que de plus en plus d'appareils sont connect\u00e9s \u00e0 l'internet et g\u00e9n\u00e8rent des volumes de donn\u00e9es de plus en plus importants, les fabricants et les utilisateurs recherchent non seulement une maintenance plus efficace, mais aussi davantage d'informations tir\u00e9es des donn\u00e9es pour faciliter la croissance. Cela implique un approfondissement des donn\u00e9es, un meilleur traitement et une meilleure analyse. Toutes ces demandes cr\u00e9ent des d\u00e9fis techniques plus importants pour un \u00e9cosyst\u00e8me IIoT coordonn\u00e9 \u300acloud + edge\u300b.<\/p><p><strong>1. Collecter des donn\u00e9es \u00e0 partir de diff\u00e9rents dispositifs<\/strong><\/p><p>Les dispositifs d\u00e9ploy\u00e9s sur les sites industriels capturent en permanence des donn\u00e9es provenant de diff\u00e9rentes parties du site, surveillant \u00e0 la fois les machines et l'environnement. Comme ces appareils sont construits avec diff\u00e9rentes interfaces (ports s\u00e9rie, ports Ethernet, Bluetooth, Wi-Fi), il n'est pas facile d'acqu\u00e9rir des donn\u00e9es \u00e0 partir de chacun d'entre eux. Les diff\u00e9rents types d'appareils pr\u00e9sents sur le site g\u00e9n\u00e8rent des donn\u00e9es massives, ce qui constitue un d\u00e9fi de taille pour les passerelles charg\u00e9es de les collecter et de les traiter.<\/p><p>Les diff\u00e9rents appareils communiquent avec des protocoles diff\u00e9rents. M\u00eame au sein d'une m\u00eame cat\u00e9gorie, il peut y avoir un grand nombre d'options. Prenons l'exemple des automates programmables. Il existe plusieurs acteurs majeurs dans ce secteur : Siemens, Schneider Electric, Allen-Bradley, ... chacun a son propre protocole. Parall\u00e8lement, certains fabricants communiquent via leurs propres protocoles. Cela cr\u00e9e des probl\u00e8mes de compatibilit\u00e9 pour les utilisateurs, car la plupart des passerelles traditionnelles qui transmettent des donn\u00e9es ne prennent en charge que quelques-uns de ces protocoles. Cela signifie que plusieurs types de passerelles sont n\u00e9cessaires pour un seul site, ce qui implique des d\u00e9penses consid\u00e9rables en \u00e9quipement et des co\u00fbts \u00e9lev\u00e9s pour les commutateurs de marque.<\/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>\u00c0 mesure que les dispositifs sur site se diversifient et que le probl\u00e8me susmentionn\u00e9 devient aigu, il est n\u00e9cessaire que de multiples protocoles industriels soient int\u00e9gr\u00e9s et que les protocoles priv\u00e9s soient \u00e9galement compatibles, afin que les donn\u00e9es provenant de diff\u00e9rentes sources puissent \u00eatre transmises par une seule passerelle IIoT \u300atout-en-un\u300b.<\/p><p><strong>2. Pr\u00e9traiter les donn\u00e9es \u00e0 la p\u00e9riph\u00e9rie<\/strong><\/p><p>\u00c0 l'\u00e8re de l'informatique en nuage, les donn\u00e9es sont t\u00e9l\u00e9charg\u00e9es vers le nuage pour y \u00eatre trait\u00e9es, stock\u00e9es et analys\u00e9es. Comme des donn\u00e9es massives sont constamment g\u00e9n\u00e9r\u00e9es, elles cr\u00e9ent une charge plus lourde pour le nuage. Imaginez que toutes les donn\u00e9es soient envoy\u00e9es au nuage petit \u00e0 petit, qu'elles attendent que le nuage les re\u00e7oive toutes et qu'il r\u00e9ponde par une commande (ou parfois pas de commande du tout) avant de prendre d'autres mesures. Cela implique une grande latence dans la transmission des donn\u00e9es. M\u00eame si la 5G peut r\u00e9soudre le probl\u00e8me de la vitesse, le nuage est surcharg\u00e9 par d'\u00e9normes quantit\u00e9s de donn\u00e9es.<\/p><p>C'est ainsi qu'est n\u00e9 le concept d'informatique p\u00e9riph\u00e9rique. Gr\u00e2ce \u00e0 des conditions pr\u00e9configur\u00e9es ou \u00e0 des outils programm\u00e9s, les donn\u00e9es collect\u00e9es \u00e0 partir de diff\u00e9rents appareils peuvent \u00eatre filtr\u00e9es \u00e0 proximit\u00e9 de l'endroit o\u00f9 elles sont g\u00e9n\u00e9r\u00e9es (la \"p\u00e9riph\u00e9rie\"). Certaines d'entre elles peuvent \u00eatre trait\u00e9es localement. Par exemple, si un certain seuil est atteint, la passerelle peut imm\u00e9diatement r\u00e9agir en envoyant des alertes au personnel de maintenance ou en modifiant les param\u00e8tres des automates programmables. Elle peut \u00e9galement contr\u00f4ler d'autres dispositifs en aval via des E\/S lorsque certaines conditions sont remplies, de sorte que des contr\u00f4leurs utilisant des protocoles diff\u00e9rents puissent \u00e9changer des donn\u00e9es.<\/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>Les donn\u00e9es restantes, \u300anettoy\u00e9es\u300b, sont ensuite envoy\u00e9es au nuage. Cela permet non seulement d'\u00e9conomiser le flux de donn\u00e9es et la bande passante, mais surtout de soulager le nuage d'une charge excessive.<\/p><p><strong>3. Charger des donn\u00e9es dans le cloud<\/strong><\/p><p>Le monde d'aujourd'hui est de plus en plus ax\u00e9 sur les donn\u00e9es. En tant qu'\u00e9l\u00e9ment central de l'\u00e9cosyst\u00e8me IIoT, le cloud joue un r\u00f4le majeur dans la gestion centralis\u00e9e, l'analyse des donn\u00e9es et la prise de d\u00e9cision.<\/p><p>Tout comme les dispositifs de collecte de donn\u00e9es diff\u00e8rent en termes de protocoles de communication, les m\u00e9thodes de connexion et d'interaction varient d'un nuage \u00e0 l'autre. Par exemple, les principaux nuages publics tels que Microsoft Azure et AWS sont connect\u00e9s avec un SDK. La logique d'interaction entre les nuages et les fonctions demand\u00e9es \u00e0 la p\u00e9riph\u00e9rie est \u00e9galement diff\u00e9rente. Par cons\u00e9quent, l'envoi de donn\u00e9es vers le nuage implique un travail consid\u00e9rable d'int\u00e9gration de la passerelle et du nuage.<\/p><p>\u00a0<\/p><p>Une passerelle cloud permet aux int\u00e9grateurs de syst\u00e8mes de se connecter facilement au cloud, et la plupart des utilisateurs ont besoin d'une interaction personnalis\u00e9e avec le cloud pour t\u00e9l\u00e9charger leurs donn\u00e9es. Heureusement, avec les progr\u00e8s technologiques, les passerelles cloud d'aujourd'hui prennent g\u00e9n\u00e9ralement en charge les principaux clouds de l'IdO. Il suffit de quelques \u00e9tapes pour configurer le nuage afin que les donn\u00e9es puissent facilement voyager de la source au nuage.<\/p><p>Alors que les int\u00e9grateurs de syst\u00e8mes cherchent \u00e0 tout surveiller depuis le cloud pour s'assurer que leurs syst\u00e8mes fonctionnent correctement, les fabricants ont besoin de g\u00e9rer leurs usines via SCADA. La passerelle permet donc aux syst\u00e8mes SCADA locaux d'acqu\u00e9rir des donn\u00e9es via des protocoles industriels et au nuage via MQTT.<\/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. Mettre en \u0153uvre des projets num\u00e9riques<\/strong><\/p><p>La num\u00e9risation compl\u00e8te prend du temps. Le lancement d'un nouveau projet implique g\u00e9n\u00e9ralement beaucoup de travail : pr\u00e9parer tous les appareils, les int\u00e9grer, programmer vos applications, etc. Dans un monde qui \u00e9volue rapidement, le temps est un facteur essentiel.<\/p><p>Une solution \u300acloud + edge\u300bdoit \u00eatre facile \u00e0 d\u00e9ployer et \u00e0 configurer afin que les nouveaux projets puissent \u00eatre mis en \u0153uvre le plus rapidement possible. Avec l'apparition de nouveaux outils de gestion, c'est presque par d\u00e9faut que ces passerelles peuvent \u00eatre g\u00e9r\u00e9es \u00e0 partir d'une plateforme en nuage. La configuration web est prise en charge et la configuration peut \u00eatre import\u00e9e et export\u00e9e. Le d\u00e9ploiement et la gestion des lots peuvent \u00eatre facilement effectu\u00e9s sur la plateforme.<\/p><p>Pour r\u00e9pondre \u00e0 la demande en constante \u00e9volution des entreprises et r\u00e9pondre avec souplesse aux nouvelles exigences au fur et \u00e0 mesure de l'avancement des projets, la personnalisation devient n\u00e9cessaire. Par exemple, la plateforme en nuage a besoin d'un soutien diff\u00e9rent de la part de la passerelle au cours de son it\u00e9ration ; lorsque l'analyse des donn\u00e9es s'approfondit, certaines logiques de traitement des donn\u00e9es \u00e0 la p\u00e9riph\u00e9rie doivent \u00eatre ajust\u00e9es.<\/p><p><strong>R\u00e9sum\u00e9\u00a0<\/strong><\/p><p>Le nuage et la p\u00e9riph\u00e9rie se rapprochent de mani\u00e8re in\u00e9dite dans l'IIoT. Gr\u00e2ce \u00e0 une coordination efficace \u300acloud + edge\u300b, nous pouvons mieux utiliser l'edge, mieux comprendre ce qui se passe sur le terrain, nous assurer que les appareils fonctionnent de mani\u00e8re efficace et stable, et ainsi offrir une meilleure exp\u00e9rience \u00e0 l'utilisateur. Avec une base de donn\u00e9es plus efficace et plus solide, nous pouvons tirer de meilleures conclusions pour l'am\u00e9lioration des produits et l'optimisation des param\u00e8tres, renfor\u00e7ant ainsi la comp\u00e9titivit\u00e9 \u00e0 l'\u00e8re de l'industrie 4.0.<\/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\">Blogs Associ\u00e9s<\/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\/fr\/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\/fr\/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 a remport\u00e9 le 35e prix annuel Control Engineering Engineers' Choice Award<\/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\/fr\/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 qualifi\u00e9 pour AWS IoT Greengrass<\/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\/fr\/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\">Quelles sont les diff\u00e9rences entre les technologies des r\u00e9seaux de communication sans fil ?<\/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\/fr\/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\">Qu'est-ce que Modbus et comment fonctionne-t-il dans l'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;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7ef50058 elementor-widget elementor-widget-ucaddon_uc_card_post_carousel\" data-id=\"7ef50058\" data-element_type=\"widget\" data-widget_type=\"ucaddon_uc_card_post_carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n<!-- start Post Carousel Lite -->\n\t\t<link id='font-awesome-css' href='https:\/\/www.inhand.com\/wp-content\/plugins\/unlimited-elements-for-elementor-premium\/assets_libraries\/font-awesome6\/fontawesome-all.min.css' type='text\/css' rel='stylesheet' >\n\t\t<link id='font-awesome-4-shim-css' href='https:\/\/www.inhand.com\/wp-content\/plugins\/unlimited-elements-for-elementor-premium\/assets_libraries\/font-awesome6\/fontawesome-v4-shims.min.css' type='text\/css' rel='stylesheet' >\n\t\t<link id='owl-carousel-css' 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  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/new-5g-router-cr602-helps-coffee-shops-improve-connectivity-and-business-internet-reliability\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/\u5c01\u9762-2-768x563.png); 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\/fr\/support\/blogs\/new-5g-router-cr602-helps-coffee-shops-improve-connectivity-and-business-internet-reliability\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Le nouveau routeur 5G CR602 aide les caf\u00e9s \u00e0 am\u00e9liorer leur connectivit\u00e9 et la fiabilit\u00e9 de leur connexion Internet professionnelle.<\/div><\/a>    <div class=\"ue_post_intro\">Assurez une connexion internet professionnelle fiable \u00e0 votre caf\u00e9 gr\u00e2ce au routeur 5G CR602. Con\u00e7u pour \u00e9viter les interruptions de service\u2026<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/new-5g-router-cr602-helps-coffee-shops-improve-connectivity-and-business-internet-reliability\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_7ef50058_item2\" 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\/fr\/support\/blogs\/clawdbot-edge-deployment-guide\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/OpenClaw-banner-768x563.png); 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\/fr\/support\/blogs\/clawdbot-edge-deployment-guide\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Adieu Mac mini \u00ab\u00a0Toujours allum\u00e9\u00a0\u00bb\u00a0! Un ordinateur de bord IA abordable assure le fonctionnement continu d\u2019OpenClaw 24\u00a0h\/24 et 7\u00a0j\/7.<\/div><\/a>    <div class=\"ue_post_intro\">D\u00e9ployez un agent d&#039;IA toujours actif sur un ordinateur p\u00e9riph\u00e9rique InHand sous Linux\u00a0: installez Clawdbot, planifiez les inspections\u2026<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/clawdbot-edge-deployment-guide\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_7ef50058_item3\" 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\/fr\/support\/blogs\/making-automated-production-lines-truly-controllable-and-visible\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/Making-Automated-Production-Lines-Truly-Controllable-and-Visible-cover-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\/fr\/support\/blogs\/making-automated-production-lines-truly-controllable-and-visible\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Rendre les lignes de production automatis\u00e9es v\u00e9ritablement contr\u00f4lables et visibles<\/div><\/a>    <div class=\"ue_post_intro\">Avec l&#039;automatisation croissante, les cha\u00eenes de production d\u00e9pendent plus que jamais d&#039;une connectivit\u00e9 r\u00e9seau stable. Cet article...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/making-automated-production-lines-truly-controllable-and-visible\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_7ef50058_item4\" 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\/fr\/support\/blogs\/ai-construction-safety-edge-decision\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle-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\/fr\/support\/blogs\/ai-construction-safety-edge-decision\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Comment l&#039;IA r\u00e9invente la gestion de la s\u00e9curit\u00e9 sur les grands chantiers de construction gr\u00e2ce \u00e0 la prise de d\u00e9cision sur site<\/div><\/a>    <div class=\"ue_post_intro\">L&#039;intelligence artificielle embarqu\u00e9e permet une surveillance de la s\u00e9curit\u00e9 en temps r\u00e9el et hors ligne sur les chantiers. Elle d\u00e9tecte instantan\u00e9ment les EPI\u2026<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/ai-construction-safety-edge-decision\/\">En savoir plus \u2192<\/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\/fr\/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\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">De l&#039;\u00e9chantillonnage \u00e0 l&#039;inspection IA 100%<\/div><\/a>    <div class=\"ue_post_intro\">L&#039;agr\u00e9gation des op\u00e9rateurs 5G expliqu\u00e9e : d\u00e9bloquez une connectivit\u00e9 ultra-rapide et r\u00e9siliente avec le prochain business FWA12...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\">En savoir plus \u2192<\/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\/fr\/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); 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\/fr\/support\/blogs\/what-is-carrier-aggregation\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Qu&#039;est-ce que l&#039;agr\u00e9gation de porteuses (CA) ?<\/div><\/a>    <div class=\"ue_post_intro\">L&#039;agr\u00e9gation des op\u00e9rateurs 5G expliqu\u00e9e : d\u00e9bloquez une connectivit\u00e9 ultra-rapide et r\u00e9siliente avec le prochain business FWA12...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/what-is-carrier-aggregation\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_7ef50058_item7\" 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\/fr\/support\/blogs\/eu-nis2-directive-compliance-guide\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/InHand-Networks-NIS-2-readines-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\/fr\/support\/blogs\/eu-nis2-directive-compliance-guide\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Directive NIS 2 de l&#039;UE\u00a0: comment InHand Networks vous aide \u00e0 rester conforme et s\u00e9curis\u00e9<\/div><\/a>    <div class=\"ue_post_intro\">De la conformit\u00e9 \u00e0 la r\u00e9silience, InHand Networks est votre partenaire de confiance pour la pr\u00e9paration NIS 2.<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/eu-nis2-directive-compliance-guide\/\">En savoir plus \u2192<\/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\/fr\/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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