{"id":44565,"date":"2023-02-16T15:11:55","date_gmt":"2023-02-16T15:11:55","guid":{"rendered":"https:\/\/knowhow.distrelec.com\/?p=44565"},"modified":"2023-02-16T16:04:34","modified_gmt":"2023-02-16T16:04:34","slug":"lessor-de-liot-dans-les-villes-intelligentes","status":"publish","type":"post","link":"https:\/\/knowhow.distrelec.com\/fr\/internet-des-objets-iot\/lessor-de-liot-dans-les-villes-intelligentes\/","title":{"rendered":"L&rsquo;essor de l&rsquo;IoT dans les villes intelligentes"},"content":{"rendered":"\n<p>Le nombre de personnes vivant dans des villes \u00e0 travers le monde a \u00e9t\u00e9 multipli\u00e9 par pr\u00e8s de six depuis 1950, passant de 751 millions \u00e0 4,2 milliards en 2018. La gestion des zones urbaines \u00e0 forte densit\u00e9 de population pose de nombreux d\u00e9fis. La solution consiste \u00e0 rendre les villes intelligentes.<\/p>\n\n\n\n<p>Cela peut sembler \u00eatre une notion du futur, mais la v\u00e9rit\u00e9 est que les villes intelligentes sont d\u00e9j\u00e0 en train de voir le jour, gr\u00e2ce aux solutions de l&rsquo;Internet des objets (IoT) et \u00e0 d&rsquo;autres innovations. Quelles technologies les villes intelligentes utilisent-elles, et vont-elles se d\u00e9velopper rapidement ? Lisez la suite pour en savoir plus.<\/p>\n\n\n\n<h2 id=\"quest-ce-quune-ville-intelligente\" class=\"wp-block-heading\">Qu&rsquo;est-ce qu&rsquo;une ville intelligente ?&nbsp;<\/h2>\n\n\n\n<p>Les villes intelligentes, \u00e9galement appel\u00e9es villes num\u00e9riques, sont des zones urbaines qui utilisent les technologies modernes pour collecter des donn\u00e9es sur les r\u00e9sidents, les ressources et les appareils afin de g\u00e9rer plus efficacement les ressources disponibles.&nbsp;<\/p>\n\n\n\n<p>La t\u00e2che principale des villes intelligentes est d&rsquo;optimiser et de promouvoir un d\u00e9veloppement plus \u00e9conomique et durable. L&rsquo;utilisation de technologies intelligentes et l&rsquo;analyse des donn\u00e9es contribuent \u00e9galement \u00e0 am\u00e9liorer la vie des r\u00e9sidents. Il s&rsquo;agit par exemple de rendre les services de la ville plus accessibles, notamment par des portails en ligne pour les transactions, la fourniture de Wi-Fi public gratuit, des informations en temps r\u00e9el et des services et \u00e9v\u00e9nements disponibles sur des applications mobiles.&nbsp;<\/p>\n\n\n\n<p>Selon <a href=\"https:\/\/www.statista.com\/topics\/4448\/smart-city\/#dossierKeyfigures\" target=\"_blank\" rel=\"noreferrer noopener\">Statista<\/a>, il est pr\u00e9vu que ces infrastructures urbaines fournissent plus de 40 % de tous les revenus des villes intelligentes dans le monde.&nbsp;<\/p>\n\n\n\n<h2 id=\"les-technologies-des-villes-intelligentes\" class=\"wp-block-heading\">Les technologies des villes intelligentes<\/h2>\n\n\n\n<p>Les technologies de l&rsquo;information et de la communication (TIC) sont utilis\u00e9es dans les villes intelligentes avec succ\u00e8s pour accro\u00eetre l&rsquo;efficacit\u00e9 op\u00e9rationnelle, fournir des informations aux habitants et am\u00e9liorer le niveau des services publics et le bien-\u00eatre des citoyens. Les villes intelligentes sont interconnect\u00e9es par de nombreux r\u00e9seaux de logiciels, de communication et d&rsquo;interface. Parce que l&rsquo;IoT permet la communication et l&rsquo;\u00e9change de donn\u00e9es entre les appareils, il est devenu la technologie la plus populaire utilis\u00e9e pour le bon fonctionnement des villes num\u00e9riques.&nbsp;<\/p>\n\n\n\n<p><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"B\u00e2timent moderne et \u00e9cologique avec jardin vertical et panneaux solaires. Illustration vectorielle isom\u00e9trique en perspective.\"  class=\"wp-image-44140 pk-lazyload\"  width=\"1024\"  height=\"683\"  data-pk-sizes=\"auto\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/iStock-1264270020-1024x683.jpg\" ><\/figure><\/div>\n\n\n<p>Autres technologies populaires utilis\u00e9es dans les villes intelligentes :<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>L&rsquo;intelligence artificielle (IA)<\/li><li>Les services de cloud computing<\/li><li>L&rsquo;apprentissage automatique<\/li><li>La communication machine-machine<\/li><li>Les interfaces de programmation d&rsquo;applications (API)<\/li><li>Les r\u00e9seaux maill\u00e9s, par exemple Wi-SUN<\/li><li>Les tableaux de bord<\/li><\/ul>\n\n\n\n<p>L&rsquo;utilisation de <a href=\"https:\/\/commission.europa.eu\/eu-regional-and-urban-development\/topics\/cities-and-urban-development\/city-initiatives\/smart-cities_en\" target=\"_blank\" rel=\"noreferrer noopener\">solutions technologiques dans les villes intelligentes europ\u00e9ennes<\/a> fait partie de l&rsquo;am\u00e9lioration de la gestion et de l&rsquo;efficacit\u00e9 de l&rsquo;environnement urbain.&nbsp;<\/p>\n\n\n\n<h2 id=\"liot-dans-les-villes-intelligentes\" class=\"wp-block-heading\">L&rsquo;IoT dans les villes intelligentes<\/h2>\n\n\n\n<p>Les villes intelligentes ne pourraient pas fonctionner sans les solutions IoT. Des dispositifs tels que des capteurs et des cam\u00e9ras permettent de collecter des donn\u00e9es sur divers aspects de la vie des r\u00e9sidents.<\/p>\n\n\n\n<p>Dans les villes intelligentes, tout est interconnect\u00e9 : les <a href=\"https:\/\/knowhow.distrelec.com\/fr\/transport\/comment-la-technologie-des-capteurs-est-la-cle-des-vehicules-autonomes\/\" target=\"_blank\" rel=\"noreferrer noopener\">voitures<\/a>, les <a href=\"https:\/\/knowhow.distrelec.com\/fr\/energie-et-alimentation-electrique\/solutions-de-batiments-ecologiques-pour-un-avenir-durable\/\" target=\"_blank\" rel=\"noreferrer noopener\">b\u00e2timents<\/a>, les appareils m\u00e9nagers, les capteurs et le <a href=\"https:\/\/knowhow.distrelec.com\/fr\/energie-et-alimentation-electrique\/comment-mieux-gerer-la-demande-denergie-reseaux-intelligents-et-iot\/\" target=\"_blank\" rel=\"noreferrer noopener\">r\u00e9seau \u00e9lectrique<\/a>, qui permet la distribution de l&rsquo;\u00e9lectricit\u00e9, une meilleure int\u00e9gration des sources d&rsquo;\u00e9nergie et des syst\u00e8mes de gestion.  Les habitants des villes intelligentes peuvent se connecter \u00e0 ces derni\u00e8res via leurs smartphones, leurs voitures et leurs maisons. L&rsquo;appariement des appareils et des donn\u00e9es favorise la durabilit\u00e9 et r\u00e9duit les co\u00fbts, avec des avantages non seulement pour les r\u00e9sidents mais aussi pour l&rsquo;environnement.&nbsp;<\/p>\n\n\n\n<h3 id=\"la-durabilite-des-villes-intelligentes\" class=\"wp-block-heading\">La durabilit\u00e9 des villes intelligentes <\/h3>\n\n\n\n<p>L&rsquo;utilisation de solutions IoT permet une distribution plus efficace de l&rsquo;\u00e9nergie, une meilleure collecte des d\u00e9chets, une r\u00e9duction des embouteillages et une meilleure qualit\u00e9 de l&rsquo;air. Par exemple, des capteurs peuvent \u00eatre fix\u00e9s aux poubelles pour surveiller leur niveau de remplissage et programmer plus efficacement la collecte des d\u00e9chets. Les capteurs sont \u00e9galement utilis\u00e9s dans les feux de circulation pour r\u00e9duire les embouteillages. Sur la base des donn\u00e9es relatives aux v\u00e9hicules en mouvement, le moment et la cadence des feux peuvent \u00eatre modifi\u00e9s en temps r\u00e9el en fonction du volume du trafic. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img  loading=\"lazy\"  decoding=\"async\"  height=\"576\"  width=\"1024\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAABAAAAAJAAQMAAAApW4aWAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF5JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAO8GIk8AAbOpTZoAAAAASUVORK5CYII=\"  alt=\"V\u00e9hicule \u00e9lectrique \u00e0 une borne de recharge. Mod\u00e8les 3D de bornes de recharge et de voitures.\"  class=\"wp-image-44157 pk-lazyload\"  data-pk-sizes=\"auto\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/iStock-1387159371-1024x576.jpg\" ><\/figure>\n\n\n\n<p>La durabilit\u00e9 environnementale est essentielle pour populariser le concept de villes intelligentes. Les villes intelligentes peuvent promouvoir la mobilit\u00e9 durable en int\u00e9grant les donn\u00e9es des sources d&rsquo;\u00e9nergie et des syst\u00e8mes de transport efficaces, tels que les v\u00e9hicules \u00e9lectriques ou les syst\u00e8mes de partage de v\u00e9los.<\/p>\n\n\n\n<h2 id=\"les-defis-des-villes-intelligentes\" class=\"wp-block-heading\">Les d\u00e9fis des villes intelligentes<\/h2>\n\n\n\n<p>Le d\u00e9veloppement des villes intelligentes est une r\u00e9elle opportunit\u00e9 d&rsquo;\u00e9lever le niveau de vie dans les villes. Les villes intelligentes ont le potentiel d&rsquo;am\u00e9liorer la vie urbaine en optimisant les op\u00e9rations de la ville, en minimisant l&rsquo;impact environnemental et en am\u00e9liorant la qualit\u00e9 de vie des citoyens.&nbsp;<\/p>\n\n\n\n<p>Toutefois, le d\u00e9veloppement des villes intelligentes s&rsquo;accompagne de certains obstacles. Les plus grandes pr\u00e9occupations sont les questions de confidentialit\u00e9 et de s\u00e9curit\u00e9 concernant les vastes quantit\u00e9s de donn\u00e9es collect\u00e9es. En outre, toutes les villes ne disposent pas de ressources financi\u00e8res suffisantes pour investir dans des technologies intelligentes dont la mise en \u0153uvre et la maintenance sont co\u00fbteuses.<\/p>\n\n\n\n<p>Un autre d\u00e9fi consiste \u00e0 encourager une large participation des citoyens. En plus de veiller \u00e0 ce que chacun ait un impact positif sur le quartier, les secteurs priv\u00e9 et public doivent collaborer avec les r\u00e9sidents.<\/p>\n\n\n\n<p>C&rsquo;est aussi une sorte de test pour les millions d&rsquo;appareils interconnect\u00e9s qui doivent communiquer et travailler ensemble.&nbsp;<\/p>\n\n\n\n<h2 id=\"lintegration-de-ledge-computing-et-du-cloud-computing\" class=\"wp-block-heading\">Lint\u00e9gration de l&rsquo;edge computing et du cloud computing<\/h2>\n\n\n\n<p>Afin de surmonter certains des d\u00e9fis mentionn\u00e9s, il est important de garantir une qualit\u00e9 fiable avec des \u00e9quipements \u00e9prouv\u00e9s. Heureusement, il existe sur le march\u00e9 de nombreuses marques qui soutiennent le d\u00e9veloppement des villes intelligentes gr\u00e2ce \u00e0 leurs solutions avanc\u00e9es.<\/p>\n\n\n\n<p>Une solution populaire pour assurer la s\u00e9curit\u00e9, par exemple, est l&rsquo;utilisation du traitement en p\u00e9riph\u00e9rie sur plusieurs appareils IoT. Cela garantit que seules les donn\u00e9es les plus pertinentes sont transmises par le r\u00e9seau de communication. En outre, un syst\u00e8me de s\u00e9curit\u00e9 est \u00e9galement mis en place pour suivre, r\u00e9guler et prot\u00e9ger la transmission des donn\u00e9es du r\u00e9seau et stopper les acc\u00e8s non autoris\u00e9s au r\u00e9seau IoT de la plateforme de donn\u00e9es de la ville.<\/p>\n\n\n\n<h3 id=\"architecture-de-surveillance-environnementale-seeed-studio\" class=\"wp-block-heading\">Architecture de surveillance environnementale Seeed Studio<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.distrelec.fr\/fr\/manufacturer\/seeed-studio\/man_sdu?queryFromSuggest=true\" target=\"_blank\" rel=\"noreferrer noopener\">Seeed Studio<\/a> se concentre sur l&rsquo;am\u00e9lioration de la surveillance de l&rsquo;environnement en offrant des solutions de traitement de pointe fiables. La mission de la soci\u00e9t\u00e9 est de cr\u00e9er et de fournir les meilleures solutions et services de pointe pour l&rsquo;industrie 4.0, les infrastructures, les villes intelligentes, l&rsquo;agriculture intelligente et bien d&rsquo;autres industries. Cela comprend tout, des interfaces homme-machine (IHM) aux serveurs de traitement p\u00e9riph\u00e9rique.<\/p>\n\n\n\n<p>Si vous \u00eates \u00e0 la recherche d&rsquo;un ordinateur modulaire de nouvelle g\u00e9n\u00e9ration, <a href=\"https:\/\/www.distrelec.com\/global\/?search=110991565\" target=\"_blank\" rel=\"noreferrer noopener\">l&rsquo;Odyssey Blue J4125<\/a> est \u00e9quip\u00e9 d&rsquo;un processeur Celeron J4125 \u00e0 quatre c\u0153urs cadenc\u00e9 \u00e0 2,0 GHz et pouvant atteindre 2,7 GHz. Il comprend \u00e9galement un ATSAMD21, un microcontr\u00f4leur ARM Cortex-M0+, qui permet de programmer cette plate-forme via Arduino.<\/p>\n\n\n\n<p>Un autre produit de Seeed Studio est le <a href=\"https:\/\/www.distrelec.com\/global\/?search=110061403\" target=\"_blank\" rel=\"noreferrer noopener\">reServer<\/a>, bas\u00e9 sur une carte ODYSSEY X86 v2, qui offre de puissantes performances en mati\u00e8re de processeur et d&rsquo;intelligence artificielle pour de nombreuses applications.  L&rsquo;appareil prend en charge les connexions hybrides 5G, LoRa, BLE et Wi-Fi et comprend deux ports Ethernet 2,5-Gigabit \u00e0 haut d\u00e9bit. Gr\u00e2ce \u00e0 son design compact, le reServer est efficace dans pratiquement toutes les situations. Le ch\u00e2ssis bien pens\u00e9 du reServer facilite \u00e9galement l&rsquo;acc\u00e8s aux emplacements PCIe, \u00e0 la m\u00e9moire et aux disques durs pour une installation, une maintenance et des mises \u00e0 niveau rapides.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  class=\"wp-image-44174 pk-lazyload\"  width=\"408\"  height=\"228\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 408px) 100vw, 408px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/SeeedStudio-110061403-30372791-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/SeeedStudio-110061403-30372791-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/SeeedStudio-110061403-30372791-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/SeeedStudio-110061403-30372791-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/SeeedStudio-110061403-30372791-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/SeeedStudio-110061403-30372791-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/SeeedStudio-110061403-30372791-01.jpg?resize=800,447 800w\" ><figcaption>Figure 1 : serveur d&rsquo;interface d&rsquo;analyse vid\u00e9o NVIDIA Jetson NX Xavier, Seeed Studio<\/figcaption><\/figure><\/div>\n\n\n<h3 id=\"la-numerisation-avec-phoenix-contact\" class=\"wp-block-heading\">La num\u00e9risation avec Phoenix Contact<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.distrelec.fr\/fr\/manufacturer\/phoenix-contact\/man_pho?queryFromSuggest=true\" target=\"_blank\" rel=\"noreferrer noopener\">Phoenix Contact<\/a> soutient syst\u00e9matiquement la transformation des zones m\u00e9tropolitaines en villes intelligentes gr\u00e2ce \u00e0 des technologies de l&rsquo;information et de la communication hautement int\u00e9gr\u00e9es et mises en r\u00e9seau. Phoenix Contact d\u00e9veloppe des produits dot\u00e9s de fonctions d&rsquo;intelligence artificielle qui am\u00e9liorent r\u00e9ellement la vie quotidienne.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Livable and sustainable living environments with the Smart City Box\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/4Y9xfRNb85E?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Avec la <a href=\"https:\/\/www.phoenixcontact.com\/en-pc\/products\/industrial-communication\/smart-camera-box\" target=\"_blank\" rel=\"noreferrer noopener\">plateforme Smart City Box de Phoenix Contact<\/a>, par exemple, il est possible de collecter les donn\u00e9es des capteurs et de les transmettre sans fil. La solution peut \u00eatre facilement int\u00e9gr\u00e9e aux data centers urbains ou \u00e0 d&rsquo;autres plateformes IoT gr\u00e2ce \u00e0 son architecture syst\u00e8me ouverte.<\/p>\n\n\n\n<p>En outre, les <a href=\"https:\/\/www.distrelec.fr\/fr\/programmable-logic-controllers-plcnext-phoenix-contact\/pf\/3722567?digitalDataLayerTerm=plcnext&amp;no-cache=true&amp;marketingPopup=false&amp;marketingPopup=false\" target=\"_blank\" rel=\"noreferrer noopener\">dispositifs de contr\u00f4le PLCnext<\/a>, qui peuvent faire partie de l&rsquo;\u00e9quipement de l&rsquo;\u00e9cosyst\u00e8me, permettent la transmission anonyme des donn\u00e9es d&rsquo;image trait\u00e9es sur le cloud. \u00c0 long terme, cela permettra d&rsquo;optimiser le flux de circulation de la ville gr\u00e2ce \u00e0 des technologies de capteurs optiques qui, par exemple, peuvent aider \u00e0 compter les v\u00e9hicules.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  class=\"wp-image-44191 pk-lazyload\"  width=\"562\"  height=\"314\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 562px) 100vw, 562px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/Phoenix-Contact-1051328-30239115-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/Phoenix-Contact-1051328-30239115-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/Phoenix-Contact-1051328-30239115-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/Phoenix-Contact-1051328-30239115-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/Phoenix-Contact-1051328-30239115-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/Phoenix-Contact-1051328-30239115-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/02\/Phoenix-Contact-1051328-30239115-01.jpg?resize=800,447 800w\" ><figcaption>Figure 2 : Contr\u00f4leur de s\u00e9curit\u00e9 programmable SIL3, Phoenix Contact<\/figcaption><\/figure><\/div>\n\n\n<p>Lorsqu&rsquo;il s&rsquo;agit de la s\u00e9curit\u00e9 des habitants des villes intelligentes, des solutions telles que la maintenance \u00e0 distance des communications industrielles seront cruciales. Les zones urbaines pourront \u00eatre surveill\u00e9es \u00e0 l&rsquo;aide d&rsquo;appareils et de syst\u00e8mes connect\u00e9s, de partout et \u00e0 tout moment. Pour en savoir plus sur la s\u00e9curit\u00e9, consultez notre article intitul\u00e9 \u00ab <a href=\"https:\/\/knowhow.distrelec.com\/fr\/automatisation\/lintelligence-artificielle-et-lapprentissage-automatique-dans-la-cybersecurite-et-la-securite-industrielle\/\" target=\"_blank\" rel=\"noreferrer noopener\">L&rsquo;intelligence artificielle et l&rsquo;apprentissage automatique dans la cybers\u00e9curit\u00e9 et la s\u00e9curit\u00e9 industrielle<\/a> \u00bb<\/p>\n\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\">FAQ<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1675425644728\"><strong class=\"schema-faq-question\"><strong>Pourquoi les villes intelligentes sont-elles importantes ?<\/strong><\/strong> <p class=\"schema-faq-answer\">Les villes intelligentes visent \u00e0 am\u00e9liorer la qualit\u00e9 de vie des r\u00e9sidents, \u00e0 optimiser le fonctionnement des villes et \u00e0 soutenir la croissance \u00e9conomique gr\u00e2ce \u00e0 l&rsquo;utilisation de technologies intelligentes. Il ne s&rsquo;agit pas de la quantit\u00e9 de technologie disponible, mais de la fa\u00e7on dont elle est utilis\u00e9e.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1675425663732\"><strong class=\"schema-faq-question\"><strong>Le concept de villes intelligentes va-t-il se d\u00e9velopper ?<\/strong><\/strong> <p class=\"schema-faq-answer\">Bien que le d\u00e9veloppement des villes intelligentes pr\u00e9sente des d\u00e9fis, le concept gagne en popularit\u00e9 &#8211; selon <a href=\"https:\/\/www.worldbank.org\/en\/topic\/urbandevelopment\/overview#:~:text=Today%2C%20some%2056%25%20of%20the,people%20will%20live%20in%20cities.\">la Banque mondiale<\/a>, 56 % de la population mondiale vit d\u00e9sormais dans des villes.  D&rsquo;ici 2050, environ 7 personnes sur 10 vivront dans des grandes villes, et la population urbaine devrait plus que doubler par rapport aux niveaux actuels. Cela signifie que les villes ne doivent pas seulement s&rsquo;agrandir, mais aussi se d\u00e9velopper.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1675425685767\"><strong class=\"schema-faq-question\"><strong>Comment les petites villes peuvent-elles devenir intelligentes ?<\/strong><\/strong> <p class=\"schema-faq-answer\">Les villes de toutes tailles peuvent devenir \u00ab\u00a0intelligentes\u00a0\u00bb, car toutes les municipalit\u00e9s sont en mesure de collecter et d&rsquo;utiliser des donn\u00e9es provenant de capteurs intelligents afin d&rsquo;optimiser les op\u00e9rations municipales et la s\u00e9curit\u00e9 publique. Toutes les villes utilisent d\u00e9j\u00e0 des capteurs dans les feux de circulation, les cam\u00e9ras de surveillance, l&rsquo;\u00e9clairage public et les d\u00e9tecteurs de pollution pour collecter des donn\u00e9es sur la situation actuelle de la ville.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1675425693450\"><strong class=\"schema-faq-question\"><strong>Quelles sont les technologies utilis\u00e9es dans les villes intelligentes ?<\/strong><\/strong> <p class=\"schema-faq-answer\">Les villes intelligentes utilisent des dispositifs IoT tels que des capteurs, des lumi\u00e8res et des compteurs pour collecter et analyser des donn\u00e9es. En outre, des technologies telles que l&rsquo;intelligence artificielle, le traitement des bords et l&rsquo;apprentissage automatique sont utilis\u00e9es pour recueillir des informations afin d&rsquo;am\u00e9liorer les infrastructures, les services publics et les services.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1675425705721\"><strong class=\"schema-faq-question\"><strong>Les habitants des villes intelligentes sont-ils plus heureux ?<\/strong><\/strong> <p class=\"schema-faq-answer\">Selon le <a href=\"https:\/\/worldhappiness.report\/ed\/2020\/urban-rural-happiness-differentials-across-the-world\/\" target=\"_blank\" rel=\"noreferrer noopener\">World Happiness Report<\/a>, les habitants des villes sont plus heureux, en meilleure sant\u00e9, plus optimistes et plus \u00e9duqu\u00e9s que les habitants des zones rurales, qui ont tendance \u00e0 avoir des niveaux de bien-\u00eatre inf\u00e9rieurs dans l&rsquo;ensemble.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1675425717964\"><strong class=\"schema-faq-question\"><strong>Quel r\u00f4le les villes intelligentes jouent-elles dans le changement climatique ?<\/strong><\/strong> <p class=\"schema-faq-answer\">Selon la <a href=\"https:\/\/www.worldbank.org\/en\/topic\/urbandevelopment\/overview#:~:text=Today%2C%20some%2056%25%20of%20the,people%20will%20live%20in%20cities.\" target=\"_blank\" rel=\"noreferrer noopener\">Banque mondiale<\/a>, en raison de la densit\u00e9 de population et de l&rsquo;urbanisation rapide, les villes sont plus vuln\u00e9rables aux pand\u00e9mies, au changement climatique et aux catastrophes. Les zones urbaines sont responsables de plus de 70 % des \u00e9missions de gaz \u00e0 effet de serre et de deux tiers de la consommation \u00e9nerg\u00e9tique mondiale.  La mise en \u0153uvre de villes intelligentes est donc cruciale pour mesurer l&rsquo;impact climatique et am\u00e9liorer les conditions de vie.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1675425724653\"><strong class=\"schema-faq-question\"><strong>Quelles sont les villes du monde qui sont intelligentes ?<\/strong><\/strong> <p class=\"schema-faq-answer\">Selon <a href=\"https:\/\/www.imd.org\/news\/updates\/data-shows-effects-of-covid-and-climate-change-on-citizens-perceptions-of-how-smart-their-cities-are\/\">l&rsquo;indice Smart City 2021<\/a>, Singapour, Zurich et Oslo sont les meilleures villes intelligentes. Les habitants de ces villes vivent dans un environnement qui, gr\u00e2ce \u00e0 l&rsquo;utilisation de la technologie, renforce les avantages de l&rsquo;urbanisation et en r\u00e9duit les inconv\u00e9nients, en donnant acc\u00e8s \u00e0 une meilleure qualit\u00e9 de l&rsquo;air, \u00e0 des services de sant\u00e9, etc.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"Le nombre de personnes vivant dans des villes \u00e0 travers le monde a \u00e9t\u00e9 multipli\u00e9 par pr\u00e8s de&hellip;\n","protected":false},"author":16,"featured_media":44231,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"csco_singular_sidebar":"","csco_page_header_type":"","csco_appearance_grid":"","csco_page_load_nextpost":"","csco_post_video_location":[],"csco_post_video_location_hash":"","csco_post_video_url":"","csco_post_video_bg_start_time":0,"csco_post_video_bg_end_time":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1708,1003],"tags":[],"coauthors":[],"class_list":{"0":"post-44565","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-durabilite","8":"category-internet-des-objets-iot","9":"cs-entry","10":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>L&#039;essor de l&#039;IoT dans les villes intelligentes - KnowHow<\/title>\n<meta name=\"description\" content=\"Les villes intelligentes deviennent une r\u00e9alit\u00e9, am\u00e9liorant l&#039;environnement et la vie des citoyens. 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She studied Journalism and Social Communication with a specialisation in social media and e-PR. In that time, she participated in journalist internships in Wroclaw (PL) and London. She is passionate about innovations, the digital world and the impact technology has on our lives. 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Instead of just how much technology is accessible, the value is in how it is used.\",\"inLanguage\":\"fr-FR\"},\"inLanguage\":\"fr-FR\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/knowhow.distrelec.com\/fr\/internet-des-objets-iot\/lessor-de-liot-dans-les-villes-intelligentes\/#faq-question-1675425663732\",\"position\":2,\"url\":\"https:\/\/knowhow.distrelec.com\/fr\/internet-des-objets-iot\/lessor-de-liot-dans-les-villes-intelligentes\/#faq-question-1675425663732\",\"name\":\"Will the smart city concept grow?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Although there are some challenges and downsides to the smart city concept, it is becoming more popular, and as per <a href=\\\"https:\/\/www.worldbank.org\/en\/topic\/urbandevelopment\/overview#:~:text=Today%2C%20some%2056%25%20of%20the,people%20will%20live%20in%20cities.\\\">The World Bank<\/a>, 56% of the world's population now resides in cities. By 2050, approximately 7 out of 10 people will live in cities, with the urban population predicted to more than double its current level. It means that more cities will be developing and, at the same time, growing.\",\"inLanguage\":\"fr-FR\"},\"inLanguage\":\"fr-FR\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/knowhow.distrelec.com\/fr\/internet-des-objets-iot\/lessor-de-liot-dans-les-villes-intelligentes\/#faq-question-1675425685767\",\"position\":3,\"url\":\"https:\/\/knowhow.distrelec.com\/fr\/internet-des-objets-iot\/lessor-de-liot-dans-les-villes-intelligentes\/#faq-question-1675425685767\",\"name\":\"How can small cities become smart cities?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Cities of all sizes can become \u2018smart\u2019 as all communities have the capacity to gather and use data from intelligent sensors for optimising municipal operations and public safety. All cities use sensors, including traffic lights, CCTV security cameras, street lighting, and even pollution detectors, to gather data about what is happening in the city.\",\"inLanguage\":\"fr-FR\"},\"inLanguage\":\"fr-FR\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/knowhow.distrelec.com\/fr\/internet-des-objets-iot\/lessor-de-liot-dans-les-villes-intelligentes\/#faq-question-1675425693450\",\"position\":4,\"url\":\"https:\/\/knowhow.distrelec.com\/fr\/internet-des-objets-iot\/lessor-de-liot-dans-les-villes-intelligentes\/#faq-question-1675425693450\",\"name\":\"What technologies do smart cities use?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"For data collection and analysis, smart cities use IoT devices such as connected sensors, lights, and meters. 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