{"id":47922,"date":"2026-03-03T16:35:38","date_gmt":"2026-03-03T15:35:38","guid":{"rendered":"https:\/\/spacewell.com\/non-classifiee\/ai-in-energy-management\/"},"modified":"2026-03-06T14:09:52","modified_gmt":"2026-03-06T13:09:52","slug":"ai-in-energy-management","status":"publish","type":"post","link":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/","title":{"rendered":"L&rsquo;IA dans la gestion de l&rsquo;\u00e9nergie : Passer des donn\u00e9es \u00e0 l&rsquo;action"},"content":{"rendered":"<div class=\"gb-container gb-container-2fca63ba gb-container-5731d80c\">\n\n<p>Ces derni\u00e8res ann\u00e9es, l&rsquo;intelligence artificielle (IA) est devenue un mot \u00e0 la mode dans presque tous les secteurs. Mais au-del\u00e0 du battage m\u00e9diatique, elle transforme discr\u00e8tement la mani\u00e8re dont nous surveillons et contr\u00f4lons nos b\u00e2timents. Dans le domaine de la gestion de l&rsquo;\u00e9nergie, l&rsquo;IA ne vise pas \u00e0 remplacer l&rsquo;expertise humaine, mais \u00e0 l&rsquo;am\u00e9liorer, en transformant des donn\u00e9es complexes en informations claires qui aident les organisations \u00e0 \u00e9conomiser de l&rsquo;\u00e9nergie, \u00e0 r\u00e9duire les co\u00fbts et \u00e0 diminuer les \u00e9missions.  <\/p>\n\n\n\n<p>Au c\u0153ur de cette transformation se trouve la compr\u00e9hension du fait que la gestion de l&rsquo;\u00e9nergie est un voyage continu, et non un projet ponctuel. \u00c0 la base, la gestion de l&rsquo;\u00e9nergie suit le cadre familier \u00ab\u00a0Planifier, Faire, Contr\u00f4ler, Agir\u00a0\u00bb : <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Planifiez<\/strong> ce que vous voulez mettre en \u0153uvre dans votre b\u00e2timent<\/li>\n\n\n\n<li><strong>Mettez en \u0153uvre<\/strong> les actions qui permettront de concr\u00e9tiser ces plans.<\/li>\n\n\n\n<li><strong>V\u00e9rifier<\/strong> les r\u00e9sultats de vos actions par l&rsquo;analyse des donn\u00e9es<\/li>\n\n\n\n<li><strong>Agissez<\/strong> en fonction de ce que vous avez appris et recommencez.<\/li>\n<\/ul>\n\n\n\n<p>Ce cycle ne se termine jamais vraiment ; il se r\u00e9p\u00e8te ind\u00e9finiment, entra\u00eenant une am\u00e9lioration continue et une durabilit\u00e9 \u00e0 long terme.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1919\" src=\"https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Julia-3-edited.jpg\" alt=\"Julia Bayacas, chef de produit Intelligence Artificielle (IA)\" class=\"wp-image-47194\" srcset=\"https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Julia-3-edited.jpg 1920w, https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Julia-3-edited-500x500.jpg 500w, https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Julia-3-edited-1024x1024.jpg 1024w, https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Julia-3-edited-250x250.jpg 250w, https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Julia-3-edited-768x768.jpg 768w, https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Julia-3-edited-1536x1536.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h2 class=\"gb-headline gb-headline-ba3154a8 gb-headline-text\">Rencontrez l&rsquo;auteur<\/h2>\n\n\n\n<h3 class=\"gb-headline gb-headline-70d98531 gb-headline-text\">J\u00falia Bayascas<\/h3>\n\n\n\n<p><strong>Chef de produit Intelligence Artificielle (IA)<\/strong><\/p>\n\n\n\n<p>Chef de produit IA chez Spacewell Energy avec plus de 5 ans d&rsquo;exp\u00e9rience dans l&rsquo;analyse \u00e9nerg\u00e9tique et les solutions de gestion de l&rsquo;\u00e9nergie aliment\u00e9es par l&rsquo;IA.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p>Pour g\u00e9rer efficacement ce processus, les organisations ont besoin d&rsquo;une base num\u00e9rique solide : un logiciel de gestion de l&rsquo;\u00e9nergie (EMS). L&rsquo;EMS est le point central o\u00f9 convergent toutes les informations relatives \u00e0 l&rsquo;\u00e9nergie, ce qui permet aux utilisateurs de suivre les performances, de valider les \u00e9conomies et d&rsquo;adapter leurs strat\u00e9gies \u00e0 des portefeuilles entiers. Sans un tel outil, les gestionnaires de l&rsquo;\u00e9nergie se retrouvent souvent noy\u00e9s dans des feuilles de calcul et passent plus de temps \u00e0 organiser les donn\u00e9es qu&rsquo;\u00e0 exploiter les informations. Un SME rend le processus plus intelligent, plus rapide et infiniment plus \u00e9volutif.   <\/p>\n\n\n\n<p>C&rsquo;est l\u00e0 qu&rsquo;intervient la plateforme de Spacewell Energy, qui fournit un SGE bas\u00e9 sur le cloud aidant les organisations \u00e0 suivre, analyser et optimiser la performance \u00e9nerg\u00e9tique de portefeuilles entiers. D\u00e9velopp\u00e9e \u00e0 l&rsquo;origine sous le nom de Dexma, pionnier de la gestion de l&rsquo;\u00e9nergie bas\u00e9e sur le cloud, la plateforme fait d\u00e9sormais partie de Spacewell au sein du groupe Nemetschek, combinant des analyses \u00e9nerg\u00e9tiques matures avec une expertise en gestion de b\u00e2timents dans une solution unique. <\/p>\n\n\n\n<p>Aujourd&rsquo;hui, Spacewell Energy propose une suite compl\u00e8te d&rsquo;outils con\u00e7us pour aider les organisations \u00e0 mesurer, comprendre et optimiser leur performance \u00e9nerg\u00e9tique. En combinant des analyses de pointe et une conception intuitive, la plateforme permet aux entreprises de prendre des d\u00e9cisions \u00e9clair\u00e9es qui r\u00e9duisent les co\u00fbts et les \u00e9missions tout en augmentant l&rsquo;efficacit\u00e9 op\u00e9rationnelle. Il s&rsquo;agit d&rsquo;une technologie utile, qui permet aux gestionnaires de l&rsquo;\u00e9nergie de se concentrer sur ce qu&rsquo;ils font le mieux.  <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-role-of-ai-in-energy-management\">Le r\u00f4le de l&rsquo;IA dans la gestion de l&rsquo;\u00e9nergie<\/h2>\n\n\n\n<p>Quelle est la place de l&rsquo;IA dans tout cela ? Contrairement \u00e0 la croyance populaire, l <strong>&lsquo;IA n&rsquo;est pas l\u00e0 pour remplacer l&rsquo;expertise humaine ou le r\u00f4le des gestionnaires de l&rsquo;\u00e9nergie<\/strong>. Au contraire, elle renforce leurs capacit\u00e9s. L&rsquo;IA doit \u00eatre consid\u00e9r\u00e9e comme un alli\u00e9 qui s&rsquo;int\u00e8gre de mani\u00e8re transparente \u00e0 chaque \u00e9tape du processus de gestion de l&rsquo;\u00e9nergie. De la planification \u00e0 l&rsquo;action, <strong>elle soutient la prise de d\u00e9cision et aide les organisations \u00e0 r\u00e9agir de mani\u00e8re dynamique au changement<\/strong>.    <\/p>\n\n\n\n<p>Toutefois, la solidit\u00e9 de l&rsquo;IA d\u00e9pend des fondations sur lesquelles elle repose. Pour produire des r\u00e9sultats significatifs, elle a besoin de deux \u00e9l\u00e9ments essentiels : une bonne connaissance de l&rsquo;\u00e9nergie et des donn\u00e9es de haute qualit\u00e9. Sans eux, m\u00eame les mod\u00e8les les plus avanc\u00e9s ne donneront pas les r\u00e9sultats escompt\u00e9s. L&rsquo;IA est puissante, mais elle n&rsquo;est pas magique.   <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"538\" src=\"https:\/\/spacewell.com\/wp-content\/uploads\/2019\/08\/closeup-of-hand-typing-in-office-with-hud-city-interface-1200x630-1-1024x538.png\" alt=\"Gros plan d'une main tapant dans un bureau avec l'interface hub city\" class=\"wp-image-889\" srcset=\"https:\/\/spacewell.com\/wp-content\/uploads\/2019\/08\/closeup-of-hand-typing-in-office-with-hud-city-interface-1200x630-1-1024x538.png 1024w, https:\/\/spacewell.com\/wp-content\/uploads\/2019\/08\/closeup-of-hand-typing-in-office-with-hud-city-interface-1200x630-1-500x263.png 500w, https:\/\/spacewell.com\/wp-content\/uploads\/2019\/08\/closeup-of-hand-typing-in-office-with-hud-city-interface-1200x630-1-768x403.png 768w, https:\/\/spacewell.com\/wp-content\/uploads\/2019\/08\/closeup-of-hand-typing-in-office-with-hud-city-interface-1200x630-1.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"gb-headline gb-headline-09e3921a gb-headline-text\">Pourquoi la qualit\u00e9 des donn\u00e9es est plus importante que jamais<\/h2>\n\n\n\n<p>Les donn\u00e9es sont l&rsquo;\u00e9pine dorsale de toute strat\u00e9gie de gestion de l&rsquo;\u00e9nergie et l&rsquo;\u00e9l\u00e9ment vital de l&rsquo;intelligence artificielle. Malheureusement, la mauvaise qualit\u00e9 des donn\u00e9es reste l&rsquo;un des plus grands obstacles \u00e0 la r\u00e9ussite. Les <strong>d\u00e9fis les plus courants dans le domaine de la gestion de l&rsquo;\u00e9nergie<\/strong> sont les suivants : <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Compteurs d\u00e9fectueux, entra\u00eenant des pics de donn\u00e9es lorsque les appareils red\u00e9marrent<\/li>\n\n\n\n<li>Absence de lecture due \u00e0 des probl\u00e8mes de connectivit\u00e9<\/li>\n\n\n\n<li>Donn\u00e9es incorrectes r\u00e9sultant d&rsquo;erreurs d&rsquo;\u00e9talonnage<\/li>\n\n\n\n<li>Obstacles \u00e0 l&rsquo;acc\u00e8s aux donn\u00e9es pertinentes, ce qui ne permet pas d&rsquo;expliquer les mod\u00e8les de consommation r\u00e9els<\/li>\n<\/ul>\n\n\n\n<p>Avant de mettre en \u0153uvre l&rsquo;IA, les organisations doivent consacrer du temps \u00e0 la collecte et au nettoyage des donn\u00e9es. Sans donn\u00e9es de qualit\u00e9, il n&rsquo;y a pas d&rsquo;analyse fiable, pas de vision pertinente et pas d&rsquo;\u00e9conomies d&rsquo;\u00e9nergie r\u00e9elles. <\/p>\n\n\n\n<h2 class=\"gb-headline gb-headline-e83977cb gb-headline-text\">Trois cas pratiques d&rsquo;utilisation de l&rsquo;IA dans la gestion de l&rsquo;\u00e9nergie<\/h2>\n\n\n\n<p>L&rsquo;IA peut am\u00e9liorer le processus de gestion de l&rsquo;\u00e9nergie d&rsquo;innombrables fa\u00e7ons, mais trois d&rsquo;entre elles sont particuli\u00e8rement importantes : la g\u00e9n\u00e9ration de donn\u00e9es de r\u00e9f\u00e9rence, les pr\u00e9visions \u00e9nerg\u00e9tiques et la d\u00e9tection des anomalies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. G\u00e9n\u00e9ration de r\u00e9f\u00e9rence : Prouver les \u00e9conomies<\/h3>\n\n\n\n<p>Une base de r\u00e9f\u00e9rence repr\u00e9sente la consommation d&rsquo;\u00e9nergie attendue d&rsquo;un b\u00e2timent dans des conditions de fonctionnement normales, sans qu&rsquo;aucune mesure sp\u00e9cifique d&rsquo;\u00e9conomie d&rsquo;\u00e9nergie ne soit appliqu\u00e9e. Elle sert de point de r\u00e9f\u00e9rence pour le calcul des \u00e9conomies r\u00e9elles et est particuli\u00e8rement importante dans les programmes de conformit\u00e9 tels que l&rsquo;ESOS (Energy Savings Opportunity Scheme) au Royaume-Uni. <\/p>\n\n\n\n<p>Spacewell Energy s&rsquo;attaque \u00e0 ce probl\u00e8me avec un calculateur automatique de r\u00e9f\u00e9rence qui, \u00e0 partir des variables d&rsquo;entr\u00e9e et de sortie, d\u00e9termine la r\u00e9f\u00e9rence la plus pr\u00e9cise. Le mod\u00e8le ayant la plus grande fiabilit\u00e9 statistique (R\u00b2 ajust\u00e9) est automatiquement s\u00e9lectionn\u00e9 et toutes les mesures cl\u00e9s sont partag\u00e9es de mani\u00e8re transparente afin que les utilisateurs puissent \u00e9valuer la qualit\u00e9. <\/p>\n\n\n\n<p>Pour ce cas d&rsquo;utilisation, Spacewell Energy emploie intentionnellement un mod\u00e8le de r\u00e9gression simple plut\u00f4t que des algorithmes d&rsquo;apprentissage automatique plus opaques. C&rsquo;est un gage de clart\u00e9, car les auditeurs, les ing\u00e9nieurs et les clients sont souvent amen\u00e9s \u00e0 prouver les \u00e9conomies d&rsquo;\u00e9nergie r\u00e9alis\u00e9es. Des mod\u00e8les transparents et faciles \u00e0 comprendre simplifient la validation et la conformit\u00e9 tout en maintenant la rigueur analytique.  <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. Pr\u00e9visions \u00e9nerg\u00e9tiques : Planifier en toute confiance<\/h3>\n\n\n\n<p>Les pr\u00e9visions jouent un r\u00f4le crucial dans la planification de la consommation et de la production d&rsquo;\u00e9nergie. Des pr\u00e9visions pr\u00e9cises permettent de prendre des d\u00e9cisions proactives qui optimisent les op\u00e9rations \u00e0 court terme et influencent les budgets et les strat\u00e9gies \u00e0 long terme. <\/p>\n\n\n\n<p>L&rsquo;outil de pr\u00e9vision de Spacewell Energy combine la consommation historique, les donn\u00e9es m\u00e9t\u00e9orologiques et les informations du calendrier pour pr\u00e9dire les dix prochains jours de consommation ou de production avec une grande pr\u00e9cision. En coulisses, des mod\u00e8les avanc\u00e9s d&rsquo;apprentissage automatique identifient automatiquement l&rsquo;algorithme le mieux adapt\u00e9 en fonction des donn\u00e9es disponibles, garantissant ainsi aux clients la plus grande pr\u00e9cision de pr\u00e9vision possible pour soutenir l&rsquo;optimisation op\u00e9rationnelle. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. D\u00e9tection des anomalies : \u00c9viter le gaspillage d&rsquo;\u00e9nergie<\/h3>\n\n\n\n<p>La d\u00e9tection des anomalies est l&rsquo;un des moyens les plus pr\u00e9cieux par lesquels l&rsquo;IA peut contribuer \u00e0 l&rsquo;efficacit\u00e9 \u00e9nerg\u00e9tique. L&rsquo;identification pr\u00e9coce d&rsquo;une consommation irr\u00e9guli\u00e8re permet aux responsables de traiter les probl\u00e8mes avant qu&rsquo;ils ne s&rsquo;aggravent, ce qui permet souvent d&rsquo;\u00e9viter des co\u00fbts inutiles, voire de pr\u00e9venir des pannes d&rsquo;\u00e9quipement. <\/p>\n\n\n\n<p>Cependant, la construction d&rsquo;un mod\u00e8le de d\u00e9tection fiable n&rsquo;est pas une t\u00e2che facile. Les donn\u00e9es \u00e9nerg\u00e9tiques r\u00e9elles sont rarement propres et les anomalies font partie de l&rsquo;ensemble de donn\u00e9es lui-m\u00eame. Concevoir des mod\u00e8les capables de diff\u00e9rencier les variations normales des v\u00e9ritables d\u00e9fauts est \u00e0 la fois un art et une science.  <\/p>\n\n\n\n<p>Spacewell <a href=\"https:\/\/spacewell.com\/fr\/logiciel-de-gestion-de-l-energie\/detection-danomalies-par-ia\/\">Energy propose une fonction de d\u00e9tection des anomalies<\/a> qui analyse les donn\u00e9es 24 heures sur 24 et 7 jours sur 7 afin de mettre en \u00e9vidence des sch\u00e9mas inhabituels dans des portefeuilles entiers, ce qui permet aux clients de se concentrer sur la r\u00e9solution des probl\u00e8mes plut\u00f4t que sur leur recherche.<\/p>\n\n\n\n<h2 class=\"gb-headline gb-headline-9fb00a92 gb-headline-text\">Perspectives d&rsquo;avenir : L&rsquo;expertise humaine rencontre l&rsquo;intelligence artificielle<\/h2>\n\n\n\n<p><strong>L&rsquo;IA n&rsquo;est pas l\u00e0 pour red\u00e9finir la gestion de l&rsquo;\u00e9nergie, mais pour la renforcer<\/strong>. L&rsquo;avenir appartient aux organisations qui associent l&rsquo;expertise humaine \u00e0 une technologie intelligente. Spacewell Energy continue d&rsquo;investir dans la recherche et l&rsquo;innovation, en veillant \u00e0 ce que ses utilisateurs gardent une longueur d&rsquo;avance sur la courbe technologique. En int\u00e9grant l&rsquo;IA \u00e0 chaque \u00e9tape du processus de gestion de l&rsquo;\u00e9nergie, l&rsquo;entreprise rend les bons gestionnaires d&rsquo;\u00e9nergie encore meilleurs.   <\/p>\n\n\n\n<h2 class=\"gb-headline gb-headline-b841494e gb-headline-text\">Vous souhaitez en savoir plus sur la mani\u00e8re dont l&rsquo;IA soutient la gestion de l&rsquo;\u00e9nergie ?<\/h2>\n\n\n\n<p>Pr\u00eat \u00e0 voir l&rsquo;IA en action ? J\u00falia Bayacas, chef de produit IA chez Spacewell Energy et auteur de cet article, r\u00e9v\u00e8le comment les insights intelligents transforment les donn\u00e9es \u00e9nerg\u00e9tiques en r\u00e9sultats mesurables. Regardez son webinaire \u00e0 la demande pour d\u00e9couvrir des strat\u00e9gies pratiques permettant de r\u00e9duire les co\u00fbts, d&rsquo;am\u00e9liorer l&rsquo;efficacit\u00e9 et d&rsquo;avoir un impact durable.  <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/get.spacewell.com\/en\/artificial-intelligence-in-energy-management-forecasting-webinar?hsCtaTracking=87d938df-6566-449a-9792-de9b1b973f13%7C5790a9b0-f60d-4c2f-b292-2d4b1025eedf\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"288\" src=\"https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Your-paragraph-text-2-1024x288.png\" alt=\"\" class=\"wp-image-47320\" style=\"aspect-ratio:3.5559216547684422;object-fit:cover;width:788px;height:auto\" srcset=\"https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Your-paragraph-text-2-1024x288.png 1024w, https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Your-paragraph-text-2-500x141.png 500w, https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Your-paragraph-text-2-768x216.png 768w, https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Your-paragraph-text-2-1536x432.png 1536w, https:\/\/spacewell.com\/wp-content\/uploads\/2026\/02\/Your-paragraph-text-2.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"gb-headline gb-headline-d77da475 gb-headline-text\">D\u00e9couvrez ce que Spacewell Energy peut faire pour votre entreprise.<\/h2>\n\n\n\n<p>Remplissez le formulaire ci-dessous pour demander une d\u00e9mo personnalis\u00e9e et d\u00e9couvrir comment Spacewell Energy combine l&rsquo;expertise humaine avec des insights aliment\u00e9s par l&rsquo;IA pour aider les organisations \u00e0 optimiser l&rsquo;\u00e9nergie, \u00e0 r\u00e9duire les co\u00fbts et les \u00e9missions, ce qui rend les bons gestionnaires d&rsquo;\u00e9nergie encore meilleurs.<\/p>\n\n\n\n<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/embed\/v2.js\"><\/script><script>hbspt.forms.create({\n    portalId: \"437281\",\n    formId: \"24cbb6f7-bce4-4f96-823b-e04a3c41b509\",\n    region: \"na1\"\n  });\n<\/script>\n\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Ces derni\u00e8res ann\u00e9es, l&rsquo;intelligence artificielle (IA) est devenue un mot \u00e0 la mode dans presque tous les secteurs. Mais au-del\u00e0 du battage m\u00e9diatique, elle transforme discr\u00e8tement la mani\u00e8re dont nous surveillons et contr\u00f4lons nos b\u00e2timents. Dans le domaine de la gestion de l&rsquo;\u00e9nergie, l&rsquo;IA ne vise pas \u00e0 remplacer l&rsquo;expertise humaine, mais \u00e0 l&rsquo;am\u00e9liorer, en &#8230; <a title=\"L&rsquo;IA dans la gestion de l&rsquo;\u00e9nergie : Passer des donn\u00e9es \u00e0 l&rsquo;action\" class=\"read-more\" href=\"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/\" aria-label=\"En savoir plus sur L&rsquo;IA dans la gestion de l&rsquo;\u00e9nergie : Passer des donn\u00e9es \u00e0 l&rsquo;action\">Lire plus<\/a><\/p>\n","protected":false},"author":46,"featured_media":35408,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[691,34,421,29],"tags":[],"class_list":["post-47922","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-anomaly-detection-5-fr","category-blog","category-energie-fr-2","category-ressources","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50","no-featured-image-padding"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>L&#039;IA dans la gestion de l&#039;\u00e9nergie : Transformer les donn\u00e9es en actions | Spacewell<\/title>\n<meta name=\"description\" content=\"L&#039;IA aide les gestionnaires d&#039;\u00e9nergie \u00e0 r\u00e9duire les co\u00fbts, \u00e0 \u00e9conomiser l&#039;\u00e9nergie et \u00e0 r\u00e9duire les \u00e9missions gr\u00e2ce \u00e0 de meilleures bases de r\u00e9f\u00e9rence, \u00e0 des pr\u00e9visions et \u00e0 la d\u00e9tection d&#039;anomalies.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L&#039;IA dans la gestion de l&#039;\u00e9nergie : Passer des donn\u00e9es \u00e0 l&#039;action\" \/>\n<meta property=\"og:description\" content=\"L&#039;IA aide les gestionnaires d&#039;\u00e9nergie \u00e0 r\u00e9duire les co\u00fbts, \u00e0 \u00e9conomiser l&#039;\u00e9nergie et \u00e0 r\u00e9duire les \u00e9missions gr\u00e2ce \u00e0 de meilleures bases de r\u00e9f\u00e9rence, \u00e0 des pr\u00e9visions et \u00e0 la d\u00e9tection d&#039;anomalies.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/\" \/>\n<meta property=\"og:site_name\" content=\"Spacewell | A Nemetschek Company\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SpacewellHQ\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-03T15:35:38+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-06T13:09:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/spacewell.com\/wp-content\/uploads\/2023\/09\/Forecasting-Energy-Consumption-using-Machine-Learning-and-AI-1024x576.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"576\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Ana Sofia Barrera Abisad\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@Spacewell_HQ\" \/>\n<meta name=\"twitter:site\" content=\"@Spacewell_HQ\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ana Sofia Barrera Abisad\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/\"},\"author\":{\"name\":\"Ana Sofia Barrera Abisad\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#\\\/schema\\\/person\\\/3685f2be4f886ed45bb71e672198ef59\"},\"headline\":\"L&rsquo;IA dans la gestion de l&rsquo;\u00e9nergie : Passer des donn\u00e9es \u00e0 l&rsquo;action\",\"datePublished\":\"2026-03-03T15:35:38+00:00\",\"dateModified\":\"2026-03-06T13:09:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/\"},\"wordCount\":1751,\"publisher\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/spacewell.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/Forecasting-Energy-Consumption-using-Machine-Learning-and-AI.png\",\"articleSection\":[\"AI Anomaly Detection\",\"Blog\",\"\u00c9nergie\",\"Ressources\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/\",\"url\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/\",\"name\":\"L'IA dans la gestion de l'\u00e9nergie : Transformer les donn\u00e9es en actions | Spacewell\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/spacewell.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/Forecasting-Energy-Consumption-using-Machine-Learning-and-AI.png\",\"datePublished\":\"2026-03-03T15:35:38+00:00\",\"dateModified\":\"2026-03-06T13:09:52+00:00\",\"description\":\"L'IA aide les gestionnaires d'\u00e9nergie \u00e0 r\u00e9duire les co\u00fbts, \u00e0 \u00e9conomiser l'\u00e9nergie et \u00e0 r\u00e9duire les \u00e9missions gr\u00e2ce \u00e0 de meilleures bases de r\u00e9f\u00e9rence, \u00e0 des pr\u00e9visions et \u00e0 la d\u00e9tection d'anomalies.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/#primaryimage\",\"url\":\"https:\\\/\\\/spacewell.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/Forecasting-Energy-Consumption-using-Machine-Learning-and-AI.png\",\"contentUrl\":\"https:\\\/\\\/spacewell.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/Forecasting-Energy-Consumption-using-Machine-Learning-and-AI.png\",\"width\":1920,\"height\":1080,\"caption\":\"AI in Energy Management\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/ai-in-energy-management\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"L&#8217;IA dans la gestion de l&#8217;\u00e9nergie : Passer des donn\u00e9es \u00e0 l&#8217;action\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#website\",\"url\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/\",\"name\":\"Spacewell | A Nemetschek Company\",\"description\":\"Make buildings work for people\",\"publisher\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#organization\",\"name\":\"Spacewell | A Nemetschek Company\",\"url\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/spacewell.com\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/spacewell-logo-500x88-1.webp\",\"contentUrl\":\"https:\\\/\\\/spacewell.com\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/spacewell-logo-500x88-1.webp\",\"width\":500,\"height\":88,\"caption\":\"Spacewell | A Nemetschek Company\"},\"image\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/SpacewellHQ\",\"https:\\\/\\\/x.com\\\/Spacewell_HQ\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#\\\/schema\\\/person\\\/3685f2be4f886ed45bb71e672198ef59\",\"name\":\"Ana Sofia Barrera Abisad\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6ae994df617ffa58a62d0e38830be6999fb9afbeb6a7463c1935fe87ae7d6dfe?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6ae994df617ffa58a62d0e38830be6999fb9afbeb6a7463c1935fe87ae7d6dfe?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6ae994df617ffa58a62d0e38830be6999fb9afbeb6a7463c1935fe87ae7d6dfe?s=96&d=mm&r=g\",\"caption\":\"Ana Sofia Barrera Abisad\"},\"url\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/author\\\/ana-sofia-barrera-abisad\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"L'IA dans la gestion de l'\u00e9nergie : Transformer les donn\u00e9es en actions | Spacewell","description":"L'IA aide les gestionnaires d'\u00e9nergie \u00e0 r\u00e9duire les co\u00fbts, \u00e0 \u00e9conomiser l'\u00e9nergie et \u00e0 r\u00e9duire les \u00e9missions gr\u00e2ce \u00e0 de meilleures bases de r\u00e9f\u00e9rence, \u00e0 des pr\u00e9visions et \u00e0 la d\u00e9tection d'anomalies.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/","og_locale":"fr_FR","og_type":"article","og_title":"L'IA dans la gestion de l'\u00e9nergie : Passer des donn\u00e9es \u00e0 l'action","og_description":"L'IA aide les gestionnaires d'\u00e9nergie \u00e0 r\u00e9duire les co\u00fbts, \u00e0 \u00e9conomiser l'\u00e9nergie et \u00e0 r\u00e9duire les \u00e9missions gr\u00e2ce \u00e0 de meilleures bases de r\u00e9f\u00e9rence, \u00e0 des pr\u00e9visions et \u00e0 la d\u00e9tection d'anomalies.","og_url":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/","og_site_name":"Spacewell | A Nemetschek Company","article_publisher":"https:\/\/www.facebook.com\/SpacewellHQ","article_published_time":"2026-03-03T15:35:38+00:00","article_modified_time":"2026-03-06T13:09:52+00:00","og_image":[{"width":1024,"height":576,"url":"https:\/\/spacewell.com\/wp-content\/uploads\/2023\/09\/Forecasting-Energy-Consumption-using-Machine-Learning-and-AI-1024x576.png","type":"image\/png"}],"author":"Ana Sofia Barrera Abisad","twitter_card":"summary_large_image","twitter_creator":"@Spacewell_HQ","twitter_site":"@Spacewell_HQ","twitter_misc":{"\u00c9crit par":"Ana Sofia Barrera Abisad","Dur\u00e9e de lecture estim\u00e9e":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/#article","isPartOf":{"@id":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/"},"author":{"name":"Ana Sofia Barrera Abisad","@id":"https:\/\/spacewell.com\/fr\/#\/schema\/person\/3685f2be4f886ed45bb71e672198ef59"},"headline":"L&rsquo;IA dans la gestion de l&rsquo;\u00e9nergie : Passer des donn\u00e9es \u00e0 l&rsquo;action","datePublished":"2026-03-03T15:35:38+00:00","dateModified":"2026-03-06T13:09:52+00:00","mainEntityOfPage":{"@id":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/"},"wordCount":1751,"publisher":{"@id":"https:\/\/spacewell.com\/fr\/#organization"},"image":{"@id":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/#primaryimage"},"thumbnailUrl":"https:\/\/spacewell.com\/wp-content\/uploads\/2023\/09\/Forecasting-Energy-Consumption-using-Machine-Learning-and-AI.png","articleSection":["AI Anomaly Detection","Blog","\u00c9nergie","Ressources"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/","url":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/","name":"L'IA dans la gestion de l'\u00e9nergie : Transformer les donn\u00e9es en actions | Spacewell","isPartOf":{"@id":"https:\/\/spacewell.com\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/#primaryimage"},"image":{"@id":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/#primaryimage"},"thumbnailUrl":"https:\/\/spacewell.com\/wp-content\/uploads\/2023\/09\/Forecasting-Energy-Consumption-using-Machine-Learning-and-AI.png","datePublished":"2026-03-03T15:35:38+00:00","dateModified":"2026-03-06T13:09:52+00:00","description":"L'IA aide les gestionnaires d'\u00e9nergie \u00e0 r\u00e9duire les co\u00fbts, \u00e0 \u00e9conomiser l'\u00e9nergie et \u00e0 r\u00e9duire les \u00e9missions gr\u00e2ce \u00e0 de meilleures bases de r\u00e9f\u00e9rence, \u00e0 des pr\u00e9visions et \u00e0 la d\u00e9tection d'anomalies.","breadcrumb":{"@id":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/#primaryimage","url":"https:\/\/spacewell.com\/wp-content\/uploads\/2023\/09\/Forecasting-Energy-Consumption-using-Machine-Learning-and-AI.png","contentUrl":"https:\/\/spacewell.com\/wp-content\/uploads\/2023\/09\/Forecasting-Energy-Consumption-using-Machine-Learning-and-AI.png","width":1920,"height":1080,"caption":"AI in Energy Management"},{"@type":"BreadcrumbList","@id":"https:\/\/spacewell.com\/fr\/ressources\/blog\/ai-in-energy-management\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/spacewell.com\/fr\/"},{"@type":"ListItem","position":2,"name":"L&#8217;IA dans la gestion de l&#8217;\u00e9nergie : Passer des donn\u00e9es \u00e0 l&#8217;action"}]},{"@type":"WebSite","@id":"https:\/\/spacewell.com\/fr\/#website","url":"https:\/\/spacewell.com\/fr\/","name":"Spacewell | A Nemetschek Company","description":"Make buildings work for people","publisher":{"@id":"https:\/\/spacewell.com\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/spacewell.com\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/spacewell.com\/fr\/#organization","name":"Spacewell | A Nemetschek Company","url":"https:\/\/spacewell.com\/fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/spacewell.com\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/spacewell.com\/wp-content\/uploads\/2023\/05\/spacewell-logo-500x88-1.webp","contentUrl":"https:\/\/spacewell.com\/wp-content\/uploads\/2023\/05\/spacewell-logo-500x88-1.webp","width":500,"height":88,"caption":"Spacewell | A Nemetschek Company"},"image":{"@id":"https:\/\/spacewell.com\/fr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/SpacewellHQ","https:\/\/x.com\/Spacewell_HQ"]},{"@type":"Person","@id":"https:\/\/spacewell.com\/fr\/#\/schema\/person\/3685f2be4f886ed45bb71e672198ef59","name":"Ana Sofia Barrera Abisad","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/secure.gravatar.com\/avatar\/6ae994df617ffa58a62d0e38830be6999fb9afbeb6a7463c1935fe87ae7d6dfe?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/6ae994df617ffa58a62d0e38830be6999fb9afbeb6a7463c1935fe87ae7d6dfe?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/6ae994df617ffa58a62d0e38830be6999fb9afbeb6a7463c1935fe87ae7d6dfe?s=96&d=mm&r=g","caption":"Ana Sofia Barrera Abisad"},"url":"https:\/\/spacewell.com\/fr\/author\/ana-sofia-barrera-abisad\/"}]}},"_links":{"self":[{"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/posts\/47922","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/users\/46"}],"replies":[{"embeddable":true,"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/comments?post=47922"}],"version-history":[{"count":11,"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/posts\/47922\/revisions"}],"predecessor-version":[{"id":47923,"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/posts\/47922\/revisions\/47923"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/media\/35408"}],"wp:attachment":[{"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/media?parent=47922"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/categories?post=47922"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/spacewell.com\/fr\/wp-json\/wp\/v2\/tags?post=47922"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}