


{"id":38263,"date":"2023-10-20T11:00:25","date_gmt":"2023-10-20T09:00:25","guid":{"rendered":"https:\/\/spacewell.com\/non-classifiee\/donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite\/"},"modified":"2023-10-20T11:00:25","modified_gmt":"2023-10-20T09:00:25","slug":"donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite","status":"publish","type":"post","link":"https:\/\/spacewell.com\/fr\/ressources\/blog\/donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite\/","title":{"rendered":"Donn\u00e9es \u00c9nerg\u00e9tiques : Comment les Plateformes SaaS de Gestion de l\u2019\u00c9nergie R\u00e9inventent la Durabilit\u00e9"},"content":{"rendered":"<div class=\"gb-container gb-container-d807e79e gb-container-5731d80c\">\n<p><span style=\"font-weight: 400;\">La <strong>collecte de donn\u00e9es constitue un pilier fondamental au sein de toute plateforme de Syst\u00e8me de Gestion de l&rsquo;\u00c9nergie (SGE)<\/strong>. Elle sert de fondation permettant aux organisations de prendre des d\u00e9cisions \u00e9clair\u00e9es, d&rsquo;\u00e9conomiser des ressources financi\u00e8res et, en derni\u00e8re instance, d&rsquo;accro\u00eetre leur durabilit\u00e9.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dans ce pr\u00e9sent article, nous explorerons la raison pour laquelle la collecte de donn\u00e9es au sein d&rsquo;une plateforme SGE rev\u00eat une importance cruciale. Parall\u00e8lement, nous examinerons un aper\u00e7u des technologies qui rendent cette collecte possible. Pour conclure, nous aborderons certains des obstacles fr\u00e9quemment rencontr\u00e9s.<\/span><\/p>\n<p><!--more--><\/p>\n<h2><span style=\"font-weight: 400; color: #003f6b;\">R\u00f4le des Donn\u00e9es dans la Gestion de l&rsquo;\u00c9nergie<\/span><\/h2>\n<p><strong>Un <a href=\"https:\/\/www.dexma.com\/fr\/\">Syst\u00e8me de Gestion de l&rsquo;\u00c9nergie (SGE)<\/a><\/strong><span style=\"font-weight: 400;\"><strong> facilite la gestion efficiente<\/strong> de l&rsquo;ensemble des actifs d&rsquo;une organisation. Il concentre toutes les donn\u00e9es et informations cl\u00e9s relatives aux b\u00e2timents, aux \u00e9quipements, aux usagers, aux contrats d&rsquo;approvisionnement, et bien entendu, aux donn\u00e9es \u00e9nerg\u00e9tiques, y compris les bilans \u00e9nerg\u00e9tiques de plus en plus cruciaux des <\/span><a href=\"https:\/\/www.dexma.com\/fr\/evenements-fr\/les-micro-reseaux-vous-aident-a-transformer-vos-batiments-en-nzeb\/\"><span style=\"font-weight: 400;\">micro-r\u00e9seaux<\/span><\/a><span style=\"font-weight: 400;\"> (microgrid en anglais).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c9tant donn\u00e9 que les besoins en \u00e9nergie sont influenc\u00e9s par des facteurs externes, ces <strong>plateformes de gestion de l&rsquo;\u00e9nergie doivent rassembler des donn\u00e9es provenant de multiples sources<\/strong>, notamment la consommation d&rsquo;eau, la production industrielle, l&rsquo;occupation des b\u00e2timents, les conditions m\u00e9t\u00e9orologiques et la qualit\u00e9 de l&rsquo;air.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les donn\u00e9es relatives aux \u00e9missions de carbone et les d\u00e9chets sont souvent incluses dans le champ d&rsquo;application d&rsquo;un SGE, \u00e9tant donn\u00e9 leur corr\u00e9lation avec les donn\u00e9es \u00e9nerg\u00e9tiques et les objectifs de durabilit\u00e9.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ces syst\u00e8mes proposent des <strong>fonctions de suivi en temps r\u00e9el des donn\u00e9es<\/strong>, permettant aux utilisateurs d&rsquo;observer les tendances de consommation d&rsquo;\u00e9nergie dans leurs installations. Ces donn\u00e9es sont essentielles pour rep\u00e9rer les secteurs pr\u00e9sentant des inefficacit\u00e9s et effectuer des ajustements instantan\u00e9s.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En plus de la surveillance en temps r\u00e9el, ces syst\u00e8mes conservent \u00e9galement des donn\u00e9es historiques. Cette <strong>r\u00e9trospective aide les organisations \u00e0 rep\u00e9rer les tendances<\/strong> et les sch\u00e9mas \u00e0 long terme, am\u00e9liorant ainsi la capacit\u00e9 de pr\u00e9vision et de planification strat\u00e9gique.<\/span><\/p>\n<p><!-- end HubSpot Call-to-Action Code --><\/p>\n<h2><!--HubSpot Call-to-Action Code --><span id=\"hs-cta-wrapper-69f106a6-999f-4717-9907-8ffa1d5f7136\" class=\"hs-cta-wrapper\"><span id=\"hs-cta-69f106a6-999f-4717-9907-8ffa1d5f7136\" class=\"hs-cta-node hs-cta-69f106a6-999f-4717-9907-8ffa1d5f7136\"><!-- [if lte IE 8]>\n\n\n\n\n<div id=\"hs-cta-ie-element\"><\/div>\n\n\n\n\n<![endif]--><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/437281\/69f106a6-999f-4717-9907-8ffa1d5f7136\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" id=\"hs-cta-img-69f106a6-999f-4717-9907-8ffa1d5f7136\" class=\"hs-cta-img\" style=\"border-width: 0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/437281\/69f106a6-999f-4717-9907-8ffa1d5f7136.png\" alt=\"Solution de gestion de l'\u00e9nergie - D\u00e9mo gratuite - Dexma\" \/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(437281, '69f106a6-999f-4717-9907-8ffa1d5f7136', {\"useNewLoader\":\"true\",\"region\":\"na1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code --><\/h2>\n<h2><span style=\"font-weight: 400; color: #003f6b;\">Processus de Collecte des Donn\u00e9es<\/span><\/h2>\n<p><strong>Le flux de donn\u00e9es d\u00e9bute \u00e0 l&rsquo;int\u00e9rieur du b\u00e2timent, o\u00f9 des compteurs et des capteurs collectent des donn\u00e9es \u00e9nerg\u00e9tiques, les transmettant ensuite \u00e0 une <a href=\"https:\/\/www.dexma.com\/fr\/blog-fr\/comment-configurer-un-gateway-passerelle-les-fonctions-du-materiel\/\">passerelle<\/a><\/strong><span style=\"font-weight: 400;\"><strong> locale<\/strong> (ou \u00ab\u00a0gateway\u00a0\u00bb en anglais). De l\u00e0, ces donn\u00e9es sont achemin\u00e9es \u00e0 travers des r\u00e9seaux de communication externes. Dans certains cas, elles sont transmises \u00e0 un serveur interm\u00e9diaire qui fait office de hub de donn\u00e9es, tandis que dans d&rsquo;autres cas, elles sont directement transmises au SGE, o\u00f9 elles sont utilis\u00e9es pour une gestion \u00e9nerg\u00e9tique efficiente et la prise de d\u00e9cisions \u00e9clair\u00e9es.<\/span><\/p>\n<h2><span style=\"font-weight: 400; color: #003f6b;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-52455 size-full\" src=\"https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Funnel-from-meters-to-software-1.png\" alt=\"Des compteurs au logiciel de gestion de l'\u00e9nergie - Spacewell Energy (Dexma)\" width=\"1310\" height=\"262\" srcset=\"https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Funnel-from-meters-to-software-1.png 1310w, https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Funnel-from-meters-to-software-1-300x60.png 300w, https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Funnel-from-meters-to-software-1-768x154.png 768w\" sizes=\"auto, (max-width: 1310px) 100vw, 1310px\" \/><\/span><\/h2>\n<h2><span style=\"font-weight: 400; color: #003f6b;\">Protocoles de Communication<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">De nombreux protocoles de communication entrent en jeu dans ce processus. Ces protocoles servent de fil conducteur entre les appareils et le logiciel de gestion \u00e9nerg\u00e9tique. Ils garantissent que les donn\u00e9es pr\u00e9cieuses circulent de mani\u00e8re transparente \u00e0 des fins d&rsquo;analyse et d&rsquo;optimisation.<\/span><\/p>\n<p>On peut distinguer deux \u00e9tapes cl\u00e9s :<\/p>\n<ul>\n<li aria-level=\"1\"><b>\u00c0 l&rsquo;int\u00e9rieur du b\u00e2timent : communication entre le compteur et la passerelle.<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Les compteurs utilisent divers protocoles tels que Modbus, M-Bus, LoRaWAN, Sigfox, ou des m\u00e9thodes propri\u00e9taires pour envoyer des donn\u00e9es aux passerelles.<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>\u00c0 l&rsquo;ext\u00e9rieur des b\u00e2timents : passerelle de communication avec le SGE<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Les passerelles transmettent des donn\u00e9es aux SGE via des protocoles tels que HTTP(S), FTP, SFTP, e-mail. Dans de nombreux cas, des serveurs web sont utilis\u00e9s. Parfois, des bases de donn\u00e9es interm\u00e9diaires sont \u00e9galement utilis\u00e9es pour faire le lien entre la passerelle et la plateforme de gestion de l&rsquo;\u00e9nergie.<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-52461 size-full\" src=\"https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Funnel-from-meters-to-software.png\" alt=\"Donn\u00e9es \u00e9nerg\u00e9tiques - Funnel des compteurs au logiciel de gestion de l'\u00e9nergie Spacewell Energy (Dexma)\" width=\"1380\" height=\"988\" srcset=\"https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Funnel-from-meters-to-software.png 1380w, https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Funnel-from-meters-to-software-300x215.png 300w, https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Funnel-from-meters-to-software-768x550.png 768w\" sizes=\"auto, (max-width: 1380px) 100vw, 1380px\" \/><\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400;\">Bas\u00e9 sur \u00ab\u00a0Gesti\u00f3 energ\u00e8tica eficient a l&rsquo;entorn Big Data\u00a0\u00bb, <\/span><\/i><a href=\"https:\/\/enginyersbcn.cat\/\" target=\"_blank\" rel=\"noopener\"><i><span style=\"font-weight: 400;\">Col\u00b7legi D\u2019enginyers Graduats I Enginyers T\u00e8cnics Industrials De Barcelona<\/span><\/i><\/a><i><span style=\"font-weight: 400;\">, by <\/span><\/i><a href=\"https:\/\/www.linkedin.com\/in\/alfonso-mateos-pastor\/\" target=\"_blank\" rel=\"noopener\"><i><span style=\"font-weight: 400;\">Alfonso Mateos Pastor<\/span><\/i><\/a><\/p>\n<p><span style=\"font-weight: 400;\">La multitude de protocoles, bien que chacun ait ses avantages uniques, peut poser un d\u00e9fi lors de leur int\u00e9gration. Certains <strong>protocoles sont dits \u201cpropri\u00e9taires\u201d<\/strong> et sp\u00e9cifiques \u00e0 des secteurs particuliers, cr\u00e9ant ainsi des silos de donn\u00e9es difficiles \u00e0 int\u00e9grer de mani\u00e8re transparente. Cela requiert de l&rsquo;\u00e9quipe de gestion de l&rsquo;\u00e9nergie une connaissance approfondie et un apprentissage constant des nouveaux protocoles, technologies et de l&rsquo;\u00e9tat du march\u00e9.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Il convient de noter que, pour le syst\u00e8me de gestion de l&rsquo;\u00e9nergie, la premi\u00e8re \u00e9tape, de collecte de donn\u00e9es depuis les compteurs jusqu&rsquo;\u00e0 la passerelle, se fait sans n\u00e9cessiter une gestion complexe des protocoles au niveau du compteur. Cependant, pour permettre au syst\u00e8me de g\u00e9rer efficacement l&rsquo;agr\u00e9gation et l&rsquo;analyse de donn\u00e9es provenant de diverses sources, <strong>il doit \u00eatre en mesure d\u2019offrir des capacit\u00e9s d\u2019int\u00e9gration \u00e9tendues<\/strong> (par exemple : traiter les protocoles au niveau de l&rsquo;application, mais aussi g\u00e9rer diff\u00e9rents types de donn\u00e9es et formats de fichiers).<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-52466 size-full\" src=\"https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Protocols-open-and-proprietary.png\" alt=\"Donn\u00e9es \u00c9nerg\u00e9tiques - Protocoles ouvert ou propri\u00e9taires\" width=\"1620\" height=\"674\" srcset=\"https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Protocols-open-and-proprietary.png 1620w, https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Protocols-open-and-proprietary-300x125.png 300w, https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Protocols-open-and-proprietary-1400x582.png 1400w, https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Protocols-open-and-proprietary-768x320.png 768w, https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/10\/FR-Product-article-Protocols-open-and-proprietary-1536x639.png 1536w\" sizes=\"auto, (max-width: 1620px) 100vw, 1620px\" \/><\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ce sc\u00e9nario souligne <strong>l&rsquo;importance des normes d&rsquo;interop\u00e9rabilit\u00e9<\/strong>. Du c\u00f4t\u00e9 des SGE, les <\/span><strong><a href=\"https:\/\/www.dexma.com\/fr\/blog-fr\/pourquoi-vous-avez-besoin-dune-api-pour-vos-donnees-energetiques\/\">API ouvertes<\/a><\/strong><span style=\"font-weight: 400;\"><strong> (application programming interface ou \u00ab interface de programmation d&rsquo;application \u00bb)<\/strong> jouent un r\u00f4le important. Les API ouvertes <strong>agissent comme des traducteurs<\/strong>, permettant \u00e0 des tiers de s&rsquo;int\u00e9grer \u00e0 un large \u00e9ventail de protocoles et de structures de donn\u00e9es. Elles servent de pont entre la passerelle, ou un serveur interm\u00e9diaire, et la plateforme SGE. Gr\u00e2ce \u00e0 une API, les donn\u00e9es sont normalis\u00e9es et facilement accessibles pour l&rsquo;analyse, l&rsquo;\u00e9tablissement de rapports et la prise de d\u00e9cision.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Chaque API est unique en son genre, ce qui signifie qu&rsquo;elle ne peut jamais \u00eatre consid\u00e9r\u00e9e comme une norme. Toutefois, lorsqu&rsquo;elles sont accessibles au public et correctement document\u00e9es, elles deviennent un point d&rsquo;entr\u00e9e ouvert \u00e0 tous ceux qui souhaitent interagir avec une plateforme.<\/span><\/p>\n<h2><span style=\"font-weight: 400; color: #003f6b;\">Propri\u00e9t\u00e9 des Donn\u00e9es<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Les Entreprises de Services \u00c9nerg\u00e9tiques (ESE), les fournisseurs de mat\u00e9riel (hardware) et les SGE fournissent aux propri\u00e9taires de b\u00e2timents les donn\u00e9es dont ils ont besoin pour prendre des d\u00e9cisions \u00e9clair\u00e9es. Ces donn\u00e9es appartiennent aux organisations qui les utilisent pour am\u00e9liorer la gestion de l&rsquo;\u00e9nergie et le d\u00e9veloppement durable.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Afin de promouvoir la transparence et la collaboration, il est crucial d&rsquo;adopter une approche ouverte de la propri\u00e9t\u00e9 des donn\u00e9es. <strong>La propri\u00e9t\u00e9 ouverte des donn\u00e9es autorise les organisations \u00e0 utiliser, partager et int\u00e9grer leurs donn\u00e9es de mani\u00e8re libre, encourageant ainsi la confiance et l&rsquo;interop\u00e9rabilit\u00e9<\/strong>. Cela permet aux organisations d&rsquo;optimiser la valeur de leurs donn\u00e9es li\u00e9es aux b\u00e2timents pour am\u00e9liorer la gestion de l&rsquo;\u00e9nergie et la durabilit\u00e9, tout en maintenant le contr\u00f4le de leurs donn\u00e9es pr\u00e9cieuses et en profitant des services de SGE.<\/span><\/p>\n<h2><span style=\"font-weight: 400; color: #003f6b;\">Conclusions<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">La transition vers un d\u00e9veloppement durable bas\u00e9 sur l&rsquo;utilisation des Syst\u00e8mes de Gestion de l&rsquo;\u00c9nergie (SGE) est incontournable dans la gestion contemporaine de l&rsquo;\u00e9nergie. Elle offre aux organisations la possibilit\u00e9 de <strong>prendre des d\u00e9cisions \u00e9clair\u00e9es, d&rsquo;optimiser l&rsquo;allocation des ressources et de r\u00e9aliser leurs objectifs en mati\u00e8re de durabilit\u00e9<\/strong>. Toutefois, cette \u00e9volution de la collecte de donn\u00e9es vers une gestion efficiente de l&rsquo;\u00e9nergie pr\u00e9sente des d\u00e9fis majeurs. Cela est particuli\u00e8rement vrai dans un environnement caract\u00e9ris\u00e9 par une diversit\u00e9 de protocoles de communication et la n\u00e9cessit\u00e9 d&rsquo;une convergence entre les technologies de l&rsquo;information (TI) et les technologies op\u00e9rationnelles (TO).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">De plus, <strong>la question de la propri\u00e9t\u00e9 des donn\u00e9es est primordiale<\/strong>. Les plateformes de gestion \u00e9nerg\u00e9tique devraient permettre aux organisations de contr\u00f4ler les donn\u00e9es relatives \u00e0 leurs b\u00e2timents afin de favoriser la transparence et la confiance dans le secteur, tout en s&rsquo;alignant sur les normes d&rsquo;interop\u00e9rabilit\u00e9. Les interfaces de programmation applicative (API) ouvertes servent de passerelles, garantissant que les donn\u00e9es sont facilement accessibles pour l&rsquo;analyse et la prise de d\u00e9cision.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En adoptant ces principes, nous permettons aux organisations d&rsquo;exploiter tout le potentiel de leurs donn\u00e9es pour am\u00e9liorer la gestion de l&rsquo;\u00e9nergie et le d\u00e9veloppement durable. Nous veillons \u00e0 ce qu&rsquo;elles conservent la propri\u00e9t\u00e9 et le contr\u00f4le de leurs informations, tout en b\u00e9n\u00e9ficiant des services offerts par les syst\u00e8mes de gestion de l&rsquo;\u00e9nergie.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Cette approche ax\u00e9e sur les donn\u00e9es promet un avenir plus durable et plus efficace pour la gestion de l&rsquo;\u00e9nergie<\/strong>.<\/span><br \/>\n<!--HubSpot Call-to-Action Code --><span id=\"hs-cta-wrapper-d1d6f635-b931-46be-bbc2-3d94d0a8f9df\" class=\"hs-cta-wrapper\"><span id=\"hs-cta-d1d6f635-b931-46be-bbc2-3d94d0a8f9df\" class=\"hs-cta-node hs-cta-d1d6f635-b931-46be-bbc2-3d94d0a8f9df\"><!-- [if lte IE 8]>\n\n\n\n\n<div id=\"hs-cta-ie-element\"><\/div>\n\n\n\n\n<![endif]--><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/437281\/d1d6f635-b931-46be-bbc2-3d94d0a8f9df\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" id=\"hs-cta-img-d1d6f635-b931-46be-bbc2-3d94d0a8f9df\" class=\"hs-cta-img\" style=\"border-width: 0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/437281\/d1d6f635-b931-46be-bbc2-3d94d0a8f9df.png\" alt=\"Obtenir une d\u00e9mo de la plateforme de gestion de l'\u00e9nergie Dexma\" \/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(437281, 'd1d6f635-b931-46be-bbc2-3d94d0a8f9df', {\"useNewLoader\":\"true\",\"region\":\"na1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code --><\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-52482 size-thumbnail\" src=\"https:\/\/www.dexma.com\/wp-content\/uploads\/2023\/04\/Sofia-Fernandes-150x150.png\" alt=\"Sofia Fernandes\" width=\"150\" height=\"150\" \/> <strong>Note de l&rsquo;\u00e9diteur &#8211; Cet article a \u00e9t\u00e9 r\u00e9dig\u00e9 par une experte de l&rsquo;\u00e9quipe Produit de Spacewell Energy (Dexma) :<\/strong><\/p>\n<p><strong>Sofia Fernandes occupe le poste de chef de produit au sein de Spacewell (Dexma)<\/strong>. Elle poss\u00e8de une expertise approfondie dans le domaine des Syst\u00e8mes de Gestion de l&rsquo;\u00c9nergie et une compr\u00e9hension globale des divers outils n\u00e9cessaires pour garantir leur efficacit\u00e9, depuis l&rsquo;int\u00e9gration des donn\u00e9es jusqu&rsquo;\u00e0 la g\u00e9n\u00e9ration de r\u00e9sultats transparents et la mesure de la performance.<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>La collecte de donn\u00e9es constitue un pilier fondamental au sein de toute plateforme de Syst\u00e8me de Gestion de l&rsquo;\u00c9nergie (SGE). Elle sert de fondation permettant aux organisations de prendre des d\u00e9cisions \u00e9clair\u00e9es, d&rsquo;\u00e9conomiser des ressources financi\u00e8res et, en derni\u00e8re instance, d&rsquo;accro\u00eetre leur durabilit\u00e9.\u00a0 Dans ce pr\u00e9sent article, nous explorerons la raison pour laquelle la collecte [&hellip;]<\/p>\n","protected":false},"author":35,"featured_media":35385,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[34],"tags":[],"class_list":["post-38263","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","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 v27.6 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Donn\u00e9es \u00c9nerg\u00e9tiques : Comment les Plateformes SaaS de Gestion de l\u2019\u00c9nergie R\u00e9inventent la Durabilit\u00e9 - Spacewell | A Nemetschek Company<\/title>\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\/donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Donn\u00e9es \u00c9nerg\u00e9tiques : Comment les Plateformes SaaS de Gestion de l\u2019\u00c9nergie R\u00e9inventent la Durabilit\u00e9\" \/>\n<meta property=\"og:description\" content=\"La collecte de donn\u00e9es constitue un pilier fondamental au sein de toute plateforme de Syst\u00e8me de Gestion de l&rsquo;\u00c9nergie (SGE). Elle sert de fondation permettant aux organisations de prendre des d\u00e9cisions \u00e9clair\u00e9es, d&rsquo;\u00e9conomiser des ressources financi\u00e8res et, en derni\u00e8re instance, d&rsquo;accro\u00eetre leur durabilit\u00e9.\u00a0 Dans ce pr\u00e9sent article, nous explorerons la raison pour laquelle la collecte [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/spacewell.com\/fr\/ressources\/blog\/donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite\/\" \/>\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=\"2023-10-20T09:00:25+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/spacewell.com\/wp-content\/uploads\/2023\/10\/ES-Data-driven-sustainability-product-article-1-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1120\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"David Balcells\" \/>\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=\"David Balcells\" \/>\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\\\/donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite\\\/\"},\"author\":{\"name\":\"David Balcells\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#\\\/schema\\\/person\\\/0337ff3b8a7eb72019767954ae6c2bbe\"},\"headline\":\"Donn\u00e9es \u00c9nerg\u00e9tiques : Comment les Plateformes SaaS de Gestion de l\u2019\u00c9nergie R\u00e9inventent la Durabilit\u00e9\",\"datePublished\":\"2023-10-20T09:00:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite\\\/\"},\"wordCount\":1618,\"publisher\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/spacewell.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/ES-Data-driven-sustainability-product-article-1-1.png\",\"articleSection\":[\"Blog\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite\\\/\",\"url\":\"https:\\\/\\\/spacewell.com\\\/fr\\\/ressources\\\/blog\\\/donnees-energetiques-comment-les-plateformes-saas-de-gestion-de-lenergie-reinventent-la-durabilite\\\/\",\"name\":\"Donn\u00e9es \u00c9nerg\u00e9tiques : Comment les Plateformes SaaS de Gestion de l\u2019\u00c9nergie R\u00e9inventent la Durabilit\u00e9 - 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