{"id":707990,"date":"2023-02-14T08:37:00","date_gmt":"2023-02-14T07:37:00","guid":{"rendered":"https:\/\/www.capgemini.com\/fr-fr\/?p=707990"},"modified":"2025-03-04T07:14:22","modified_gmt":"2025-03-04T06:14:22","slug":"ia-au-service-de-efficacite-energetique-reseaux-telecoms","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/ia-au-service-de-efficacite-energetique-reseaux-telecoms\/","title":{"rendered":"L&#8217;IA, au service de l&#8217;efficacit\u00e9 \u00e9nerg\u00e9tique des r\u00e9seaux t\u00e9l\u00e9coms"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>L&#8217;IA, au service de l&#8217;efficacit\u00e9 \u00e9nerg\u00e9tique des r\u00e9seaux t\u00e9l\u00e9coms<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"\/wp-content\/themes\/capgemini2020\/assets\/images\/cg-logo.png?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Yannick Martel &amp; Caroline Vateau<\/h5><h5 class=\"blog-date\">14 f\u00e9vrier 2023<\/h5><\/div><\/div><div class=\"brand-image\"> <\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><div class=\"intro-para\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/ia-au-service-de-efficacite-energetique-reseaux-telecoms\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/ia-au-service-de-efficacite-energetique-reseaux-telecoms\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><h2 class=\"intro-para-title\">L\u2019\u00e9nergie constitue une <a href=\"https:\/\/www.fftelecoms.org\/nos-travaux-et-champs-dactions\/le-secteur-des-telecoms-resolument-engage-en-faveur-de-la-sobriete-energetique-et-environnementale\" target=\"_blank\" rel=\"noreferrer noopener\">part importante des co\u00fbts et de l\u2019empreinte environnementale des op\u00e9rateurs t\u00e9l\u00e9coms<\/a>. Gr\u00e2ce \u00e0 l\u2019intelligence artificielle, ils ont la possibilit\u00e9 de r\u00e9aliser \u00e0 court terme des \u00e9conomies d\u2019\u00e9nergie substantielles sans investissements mat\u00e9riels suppl\u00e9mentaires ni sacrifices sur la qualit\u00e9 de service.\u00a0<\/h2><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<p>L\u2019efficacit\u00e9 \u00e9nerg\u00e9tique est devenue un sujet prioritaire pour des raisons \u00e9conomiques et \u00e9cologiques (alignement avec leur trajectoire de r\u00e9duction des \u00e9missions carbone) donc, mais aussi de r\u00e9silience op\u00e9rationnelle dans l\u2019\u00e9ventualit\u00e9 de coupures \u00e9lectriques. Ces consid\u00e9rations doivent \u00eatre prises en compte dans les<a href=\"https:\/\/www.arcep.fr\/la-regulation\/grands-dossiers-thematiques-transverses\/lempreinte-environnementale-du-numerique\/consommation-energetique-reseaux-mobiles-etude-comparee.html\" target=\"_blank\" rel=\"noreferrer noopener\"> futurs d\u00e9ploiements, notamment 5G, mais il ne faudrait pas oublier la modernisation des infrastructures existantes<\/a>, et tout particuli\u00e8rement les r\u00e9seaux radios 4G, 3G et 2G qui comptent pour 70 % de la facture \u00e9nerg\u00e9tique des op\u00e9rateurs. Or, dans ce domaine, des am\u00e9liorations significatives sont \u00e0 port\u00e9e de main sans qu\u2019il soit n\u00e9cessaire de modifier les installations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-moduler-la-puissance-electriques-des-reseaux\">Moduler la puissance \u00e9lectriques des r\u00e9seaux<\/h3>\n\n\n\n<p>Les \u00e9quipements radios disposent en g\u00e9n\u00e9ral de fonctionnalit\u00e9s permettant de r\u00e9duire automatiquement la puissance \u00e9lectrique ou de les \u00e9teindre en fonction de seuils pr\u00e9d\u00e9finis. On peut ainsi d\u00e9cider de couper certains \u00e9l\u00e9ments du r\u00e9seau dans une zone donn\u00e9e, sur une plage horaire donn\u00e9e. D\u2019ores et d\u00e9j\u00e0 utilis\u00e9e, cette approche statique n\u2019a toutefois qu\u2019un impact limit\u00e9 \u2013 difficile d\u2019ailleurs de l\u2019\u00e9valuer \u2013 et elle ne peut \u00eatre employ\u00e9e qu\u2019avec parcimonie si l\u2019on souhaite pr\u00e9server un bon niveau de service.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-collecter-et-analyser-les-donnees-pour-mettre-en-place-des-strategies-precises-d-economie-d-energie\">Collecter et analyser les donn\u00e9es pour mettre en place des strat\u00e9gies pr\u00e9cises d&#8217;\u00e9conomie d&#8217;\u00e9nergie<\/h3>\n\n\n\n<p>La collecte massive de donn\u00e9es de fonctionnement et leur analyse par les outils d\u2019intelligence artificielle (IA) permettent au contraire de d\u00e9ployer une strat\u00e9gie dynamique d\u2019effacement des \u00e9quipements ou de ressources sp\u00e9cifiques, qui sera beaucoup plus cibl\u00e9e et ajust\u00e9e au trafic r\u00e9el. On sera en mesure de conna\u00eetre pr\u00e9cis\u00e9ment les \u00e9conomies d\u2019\u00e9nergie r\u00e9alis\u00e9es et de les maximiser sans nuire \u00e0 la qualit\u00e9 de service, l\u2019automatisation permettant, en outre, d\u2019obtenir ces b\u00e9n\u00e9fices sans solliciter davantage les \u00e9quipes.&nbsp;<\/p>\n\n\n\n<p>L\u2019optimisation dynamique de la consommation \u00e9nerg\u00e9tique des r\u00e9seaux mobiles gr\u00e2ce \u00e0 l\u2019IA repr\u00e9sente le niveau de plus mature (et complexe) du pilotage \u00e9nerg\u00e9tique des installations qui peut \u00eatre mise en place selon les \u00e9tapes suivantes :&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1 &#8211; <strong>L&#8217;\u00e9valuation globale<\/strong>&nbsp;<\/h4>\n\n\n\n<p>En premier lieu, on aborde la question \u00e9nerg\u00e9tique par une mod\u00e9lisation physique des diff\u00e9rents composants du r\u00e9seau. L\u2019agr\u00e9gation de ces r\u00e9sultats permet d\u2019obtenir un ordre de grandeur de l\u2019empreinte globale des consommations d\u2019\u00e9nergie pour l\u2019entreprise et leur r\u00e9partition par usages pour identifier les grands axes de progr\u00e8s. Cette approche permet d\u2019\u00e9valuer l\u2019impact de diff\u00e9rents sc\u00e9narios mais, purement statique, elle ne peut sugg\u00e9rer que des changements structurels, de configuration ou de mat\u00e9riel, et non des optimisations associ\u00e9es aux besoins de capacit\u00e9 instantan\u00e9e.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2 &#8211; <strong>La mesure d\u00e9taill\u00e9e<\/strong>&nbsp;<\/h4>\n\n\n\n<p>Il est essentiel de comprendre la consommation d&#8217;\u00e9nergie pour am\u00e9liorer son efficacit\u00e9. Il faut donc collecter, organiser et analyser des donn\u00e9es sur des \u00e9quipements sp\u00e9cifiques. Une pr\u00e9paration des donn\u00e9es est n\u00e9cessaire pour les rendre utilisables. Gr\u00e2ce \u00e0 cela, on peut obtenir des informations d\u00e9taill\u00e9es sur la consommation, pour simuler les actions possibles et estimer leurs b\u00e9n\u00e9fices, sans pouvoir encore les appliquer directement.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3 &#8211; <strong>La mod\u00e9lisation statistique<\/strong>&nbsp;<\/h4>\n\n\n\n<p>L&#8217;utilisation des outils d&#8217;apprentissage automatique permet d&#8217;\u00e9tablir un mod\u00e8le statistique plus pr\u00e9cis de la consommation \u00e9nerg\u00e9tique du r\u00e9seau, en tenant compte de nombreux facteurs, tels que le type de mat\u00e9riel, les services, le nombre d&#8217;utilisateurs, les conditions m\u00e9t\u00e9orologiques, etc. Ces mod\u00e8les aident \u00e0 identifier les principaux facteurs qui influencent la consommation \u00e9nerg\u00e9tique, \u00e0 trouver les param\u00e8tres optimaux selon les circonstances et \u00e0 identifier les comportements anormaux qui peuvent signaler une anomalie.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4 &#8211; <strong>L\u2019optimisation dynamique<\/strong>&nbsp;<\/h4>\n\n\n\n<p>Une fois ces mod\u00e8les statistiques \u00e9tablis, l\u2019op\u00e9rateur est en capacit\u00e9 d\u2019anticiper pr\u00e9cis\u00e9ment le trafic au niveau de chaque cellule, \u00e0 quelques minutes pr\u00e8s, et de d\u00e9terminer aussit\u00f4t quels \u00e9quipements \u00e9teindre ou rallumer pour minimiser la consommation \u00e9nerg\u00e9tique tout en maintenant la qualit\u00e9 de service attendue. Pour r\u00e9aliser ces actions, il faut avoir automatis\u00e9 le contr\u00f4le des \u00e9quipements (en conformit\u00e9 avec les r\u00e8gles de cybers\u00e9curit\u00e9). La mise en place d\u2019un reporting et pilotage central, dynamique et temps r\u00e9el des consommations d\u2019\u00e9nergies permet de tendre vers un optimum \u00e9nerg\u00e9tique.&nbsp;<\/p>\n\n\n\n<p>Une telle optimisation dynamique des r\u00e9seaux mobiles n\u2019est pas une chim\u00e8re. Des exp\u00e9rimentations ont d\u00e9montr\u00e9 sa faisabilit\u00e9 et, surtout, fourni des r\u00e9sultats prometteurs avec des gains pouvant atteindre assez ais\u00e9ment 15-18 %. En outre, ces approches peuvent \u00eatre mises en \u0153uvre dans des d\u00e9lais assez brefs. La part la plus importante du travail concernant la constitution d\u2019un historique de donn\u00e9es fiables et exploitables, et l\u2019int\u00e9gration avec les outils de l\u2019op\u00e9rateur. L\u2019important est de d\u00e9marrer sur un p\u00e9rim\u00e8tre (par exemple : 4G vs 5G, dans une r\u00e9gion donn\u00e9e), de s\u2019assurer que l\u2019optimisation n\u2019impact pas l\u2019exp\u00e9rience client, et d&#8217;\u00e9tendre ensuite, dans une d\u00e9marche de mise en \u0153uvre incr\u00e9mentale.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><h3 data-maxlength=\"34\">Auteurs<\/h3><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/04\/PIC-Yannick-Martel.webp\" alt=\"Yannick Martel\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/ymartel\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Yannick Martel<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Expert en Intelligence Artificielle<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/ymartel\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/11\/2022-FR-Caroline-Vateau-PC.jpg\" alt=\"Caroline Vateau\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/caroline-vateau-5b091383\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Caroline Vateau<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Directrice Num\u00e9rique Responsable, Capgemini Invent<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/caroline-vateau-5b091383\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Caroline Vateau fait partie des experts nationaux sur les probl\u00e9matiques environnementales du num\u00e9rique (Green IT). Elle intervient depuis une quinzaine d\u2019ann\u00e9e sur les sujets de la mesure des impacts environnementaux du num\u00e9rique, de la construction des bases de donn\u00e9es, de la d\u00e9finition des r\u00e9f\u00e9rentiels, la publication de livres blanc. Directrice Sustainable IT chez Capgemini Invent, elle participe \u00e0 l\u2019int\u00e9gration du num\u00e9rique responsable dans les projets de transformation digitale.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider next\"><\/button><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-learn-more learnMoreBlock updated-new-sample-amal\"><div class=\"container\"><div class=\"content-title\"><h2 class=\"learnmore-heading\">Sur le m\u00eame sujet<\/h2><\/div><div class=\"row\"><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/economie-circulaire-imperatif-pour-les-telecoms\/\" target=\"\" aria-label=\"\u00c9conomie circulaire, nouvel imp\u00e9ratif pour les t\u00e9l\u00e9coms\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/03\/Visuel-Enfant-mimant-telephone-gobelet-carton-illustration-article-blog.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/03\/Visuel-Enfant-mimant-telephone-gobelet-carton-illustration-article-blog.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/03\/Visuel-Enfant-mimant-telephone-gobelet-carton-illustration-article-blog.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\">\u00c9conomie circulaire, nouvel imp\u00e9ratif pour les t\u00e9l\u00e9coms<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><p class=\"box-desc\">Pour minimiser leur empreinte environnementale et s\u00e9curiser leur croissance les t\u00e9l\u00e9coms n\u2019ont d\u2019autre choix que de passer \u00e0 la circularit\u00e9<\/p><\/div><\/div><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/les-operateurs-telecoms-a-lheure-de-laction-face-au-defi-environnemental\/\" target=\"\" aria-label=\"Les op\u00e9rateurs t\u00e9l\u00e9coms \u00e0 l\u2019heure de l\u2019action face au d\u00e9fi environnemental\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/ArticleBlogDefiDeveloppementDurablePourLesOperateursTelecoms.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/ArticleBlogDefiDeveloppementDurablePourLesOperateursTelecoms.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/ArticleBlogDefiDeveloppementDurablePourLesOperateursTelecoms.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\">Les op\u00e9rateurs t\u00e9l\u00e9coms \u00e0 l\u2019heure de l\u2019action face au d\u00e9fi environnemental<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><p class=\"box-desc\">Comment les t\u00e9l\u00e9coms, autour des imp\u00e9ratifs \u00e9cologiques, engagent une transformation profonde de leur mod\u00e8le.<\/p><\/div><\/div><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/operateurs-telecoms-marketing-pilote-en-temps-reel\/\" target=\"\" aria-label=\"Op\u00e9rateurs t\u00e9l\u00e9coms\u202f: pour un marketing pilot\u00e9 en temps r\u00e9el\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/03\/2022-FR-Featured-Image-Blog-Data-Driven-Telco.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/03\/2022-FR-Featured-Image-Blog-Data-Driven-Telco.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/03\/2022-FR-Featured-Image-Blog-Data-Driven-Telco.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\">Op\u00e9rateurs t\u00e9l\u00e9coms\u202f: pour un marketing pilot\u00e9 en temps r\u00e9el<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><p class=\"box-desc\">Comment r\u00e9pondre aux besoins individuels des clients et cr\u00e9er des relations plus personnalis\u00e9es gr\u00e2ce \u00e0 la data ?<\/p><\/div><\/div><\/div><\/div><\/section>\n\n\n\t<section class=\"wp-block-cg-blocks-wrapper-learning-slider section learning-slider\">\n\t\t<div class=\"container\">\n\t\t\t<div class=\"learning-header\">\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t<div class=\"slider slider-fader\">\n\t\t\t\t<div class=\"slider-list\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"slide active card-learning-slide right-card short-copy\" data-align-right=\"false\" data-long-copy=\"false\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t<div class=\"slide-bg-wrapper\">\n\n                                        \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                            \n                                            \n                                            \n                                            <img decoding=\"async\" loading=\"lazy\" class=\"slide-bg d-md-block\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/05\/Capgemini_telco_The-path-to-net-zero-for-telcos.jpg\" alt=\"\" style=\"object-position: 50% 50%;object-fit: cover\" \/>\n                                        \n\n                  \t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t<div class=\"container slide-info-wrapper card-learning-slider\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\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 class=\"col-12 col-lg-10 col-xl-6 col-xxl-6 right-card\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"slide-info short-copy\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"box\">\n\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\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<a class=\"title-link\" href=\"https:\/\/www.capgemini.com\/fr-fr\/solutions\/operateurs-telecoms-sur-la-voie-du-developpement-durable\/\" target=\"\" rel=\"noopener noreferrer\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"title-text\" data-maxlength=\"88\">La voie vers la neutralit\u00e9 carbone pour les op\u00e9rateurs de t\u00e9l\u00e9communications<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\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\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p data-maxlength=\"330\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tComme pour tous les autres acteurs \u00e9conomiques, les op\u00e9rateurs t\u00e9l\u00e9coms subissent des pressions pour r\u00e9duire leurs \u00e9missions.\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\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\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-bottom\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"col-12 col-md-6\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"slide-info-footer\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"brand-logo-wrapper\">\n\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\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\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\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"col-12 col-md-6\">\n\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\t\t\t\t\t\t\t<div class=\"btnDiv\">\t<a class=\"more2\" aria-label=\"En savoir plus A propos La voie vers la neutralit\u00e9 carbone pour les op\u00e9rateurs de t\u00e9l\u00e9communications\" href=\"https:\/\/www.capgemini.com\/fr-fr\/solutions\/operateurs-telecoms-sur-la-voie-du-developpement-durable\/\" target=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tEn savoir plus\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\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\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\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t         \t\t\t<\/div>\n\n\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"slider-nav-wrapper container\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"slider-nav-content col-12 col-lg-10 col-xl-6 col-xxl-6\" data-nav-content>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"slide-nav-container\">\n                                                                                                            <\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t<\/section>\n\n\t","protected":false},"excerpt":{"rendered":"<p>Des exp\u00e9rimentations d&#8217;optimisation dynamique des r\u00e9seaux mobiles gr\u00e2ce \u00e0 l&#8217;IA ont d\u00e9montr\u00e9 sa faisabilit\u00e9 et, surtout, fourni des r\u00e9sultats prometteurs<\/p>\n","protected":false},"author":166,"featured_media":709592,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[21,41],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"{\"uuid\":\"d95cb604-29cb-4aaa-bb83-2bdae1309406\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"e39f6e3e-5478-4b54-9235-8869a1f33c81\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":true,"_yoast_wpseo_primary_brand":"30","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[5],"tags":[174],"brand":[30],"service":[49],"industry":[97],"partners":[],"blog-topic":[355,359,364,363],"content-group":[],"class_list":["post-707990","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technologies","tag-ia-et-data","brand-capgemini","service-ia-data","industry-telecoms","blog-topic-developpement-durable","blog-topic-ia-data","blog-topic-innovation","blog-topic-transformation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>L&#039;IA, au service de l&#039;efficacit\u00e9 \u00e9nerg\u00e9tique des r\u00e9seaux t\u00e9l\u00e9coms - Capgemini France<\/title>\n<meta name=\"description\" content=\"Des exp\u00e9rimentations d&#039;optimisation dynamique des r\u00e9seaux mobiles ont d\u00e9montr\u00e9 sa faisabilit\u00e9 et, surtout, fourni des r\u00e9sultats prometteurs\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/ia-au-service-de-efficacite-energetique-reseaux-telecoms\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L&#039;IA, au service de l&#039;efficacit\u00e9 \u00e9nerg\u00e9tique des r\u00e9seaux 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