{"id":6931,"date":"2017-01-10T15:21:53","date_gmt":"2017-01-10T14:21:53","guid":{"rendered":"https:\/\/reuniwatt.com\/fr\/?page_id=6931"},"modified":"2025-11-20T12:16:48","modified_gmt":"2025-11-20T11:16:48","slug":"sunsat-estimation-ensoleillement-satellite","status":"publish","type":"page","link":"https:\/\/reuniwatt.com\/fr\/produits-et-services\/sunsat-estimation-ensoleillement-satellite\/","title":{"rendered":"SunSat&trade;, estimation d&rsquo;ensoleillement par satellite"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-background-position:left top;--awb-border-sizes-top:0px;--awb-border-sizes-bottom:0px;--awb-border-sizes-left:0px;--awb-border-sizes-right:0px;--awb-border-color:#5b5b5b;--awb-border-style:dashed;--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-padding-bottom:20px;--awb-background-color:#ffffff;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p class=\"intro\">SunSat&trade; est un outil permettant une estimation d\u2019ensoleillement gr\u00e2ce aux images haute-r\u00e9solution fournies par les satellites g\u00e9ostationnaires. Disponible pour le monde entier, le service peut \u00eatre utilis\u00e9 de deux mani\u00e8res :<\/p>\n<ul class=\"intro\">\n<li><strong>SunSat&trade; live<\/strong>: Un service de supervision de l\u2019irradiance en temps r\u00e9el, disponible pour n\u2019importe quel site ou portefeuille d\u2019installations sur la plan\u00e8te.<\/li>\n<li><strong>SunSat&trade; time series<\/strong>: Un service pour reconstruire les s\u00e9ries temporelles d\u2019ensoleillement sur une ou plusieurs ann\u00e9es.<\/li>\n<\/ul>\n<\/div><div class=\"fusion-image-element \" style=\"text-align:center;--awb-margin-top:30px;--awb-margin-bottom:30px;--awb-max-width:800px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/09\/sunsat-e1599750100447.png\" alt class=\"img-responsive\"\/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-flip-boxes flip-boxes row fusion-columns-3 flip-effect-classic\"><div class=\"fusion-flip-box-wrapper fusion-column col-lg-4 col-md-4 col-sm-4\"><div class=\"fusion-flip-box flip-right\" tabindex=\"0\"><div class=\"flip-box-inner-wrapper\"><div class=\"flip-box-front\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-circle\"><i aria-hidden=\"true\" class=\"fa-cloud-download-alt fas\"><\/i><\/div><h2 class=\"flip-box-heading without-text\">Aucun investissement mat\u00e9riel requis<\/h2><\/div><\/div><div class=\"flip-box-back\"><div class=\"flip-box-back-inner\"><h3 class=\"flip-box-heading-back\">Aucun investissement mat\u00e9riel requis<\/h3>\n<p>Peu importe le nombre de centrales solaires dans votre portefeuille d\u2019installations, SunSat&trade; vous permet d\u2019obtenir une estimation d\u2019ensoleillement fiable sans avoir \u00e0 installer de mat\u00e9riel ni \u00e0 assurer sa maintenance.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-flip-box-wrapper fusion-column col-lg-4 col-md-4 col-sm-4\"><div class=\"fusion-flip-box flip-right\" tabindex=\"0\"><div class=\"flip-box-inner-wrapper\"><div class=\"flip-box-front\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-circle\"><i aria-hidden=\"true\" class=\"fa-globe fas\"><\/i><\/div><h2 class=\"flip-box-heading without-text\">Couverture mondiale gr\u00e2ce \u00e0 5 satellites<\/h2><\/div><\/div><div class=\"flip-box-back\"><div class=\"flip-box-back-inner\"><h3 class=\"flip-box-heading-back\">Couverture mondiale gr\u00e2ce \u00e0 5 satellites<\/h3>\n<p>Reuniwatt re\u00e7oit en continu les images de cinq satellites g\u00e9ostationnaires, de quoi fournir des estimations d\u2019ensoleillement en temps r\u00e9el et de mani\u00e8re op\u00e9rationnelle pour n\u2019importe quel site. Des archives sont \u00e9galement disponibles pour les s\u00e9ries temporelles.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-flip-box-wrapper fusion-column col-lg-4 col-md-4 col-sm-4\"><div class=\"fusion-flip-box flip-right\" tabindex=\"0\"><div class=\"flip-box-inner-wrapper\"><div class=\"flip-box-front\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-circle\"><i aria-hidden=\"true\" class=\"fa-bullseye fas\"><\/i><\/div><h2 class=\"flip-box-heading without-text\">Donn\u00e9es fiables et pr\u00e9cises<\/h2><\/div><\/div><div class=\"flip-box-back\"><div class=\"flip-box-back-inner\"><h3 class=\"flip-box-heading-back\">Donn\u00e9es fiables et pr\u00e9cises<\/h3>\n<p>La m\u00e9thode SunSat&trade; est soumise \u00e0 un processus de validation \u00e0 partir de stations m\u00e9t\u00e9o de r\u00e9f\u00e9rence. Les donn\u00e9es satellites ont un excellent taux de disponibilit\u00e9 et ne sont pas soumises aux pannes mat\u00e9rielles. En outre elles sont plus pr\u00e9cises qu&rsquo;une station m\u00e9t\u00e9o situ\u00e9e \u00e0 plusieurs kilom\u00e8tres du site.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_3_5 3_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:60%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.2%;--awb-width-medium:60%;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.2%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><h2><strong><i class=\"fb-icon-element-1 fb-icon-element fontawesome-icon fa-cogs fas circle-no fusion-text-flow\" style=\"--awb-iconcolor:#000000;--awb-iconcolor-hover:#000000;--awb-font-size:20px;--awb-margin-right:10px;\"><\/i>M\u00e9thodologie<\/strong><\/h2>\n<\/div><div class=\"fusion-text fusion-text-3\"><p>SunSat&trade; permet de <strong>suivre l\u2019irradiance solaire en utilisant des satellites m\u00e9t\u00e9orologiques<\/strong>\u00a0g\u00e9ostationnaires. Les images fournies par le canal visible du capteur satellital peuvent \u00eatre converties en cartes d\u2019ensoleillement (GHI \u2013\u00a0<em>Global Horizontal Irradiance<\/em>) avec une fiabilit\u00e9 prouv\u00e9e.<\/p>\n<p>SunSat&trade; b\u00e9n\u00e9ficie d&rsquo;am\u00e9lioration continue pour am\u00e9liorer la fiabilit\u00e9 des donn\u00e9es fournies. La m\u00e9thode a \u00e9t\u00e9 d\u00e9velopp\u00e9e par Reuniwatt (Cros et al., 2015).<\/p>\n<p>L\u2019utilisation de donn\u00e9es satellitales pour l\u2019estimation en temps r\u00e9el dans une optique de monitoring PV offre de nombreux avantages par rapport \u00e0 des mesures au sol :<\/p>\n<ul>\n<li><strong>Vision impartiale et ind\u00e9pendante<\/strong>\u00a0de l\u2019estimation d\u2019irradiance au-dessus d\u2019une centrale ou d\u2019un portefeuille d\u2019installations<\/li>\n<\/ul>\n<ul>\n<li><strong>D\u00e9tection rapide\u00a0<\/strong>de tout dysfonctionnement en comparant la production mesur\u00e9e au compteur avec l\u2019estimation par satellite<\/li>\n<\/ul>\n<ul>\n<li><strong>Mise en place imm\u00e9diate et abordable<\/strong>\u00a0(aucune installation mat\u00e9rielle)<\/li>\n<\/ul>\n<ul>\n<li><strong>Champs de vue plus large<\/strong>\u00a0(vision macroscopique plut\u00f4t que microscopique)<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_2_5 2_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:40%;--awb-margin-top-large:0px;--awb-spacing-right-large:4.8%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:40%;--awb-order-medium:0;--awb-spacing-right-medium:4.8%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\"><img decoding=\"async\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/09\/satellite_animation3.gif\" alt class=\"img-responsive\"\/><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-background-position:left top;--awb-border-sizes-top:0px;--awb-border-sizes-bottom:0px;--awb-border-sizes-left:0px;--awb-border-sizes-right:0px;--awb-border-color:#5b5b5b;--awb-border-style:dashed;--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:50px;--awb-padding-bottom:50px;--awb-background-color:#dddddd;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-4\"><h2><strong><i class=\"fb-icon-element-2 fb-icon-element fontawesome-icon fa-check-circle fas circle-no fusion-text-flow\" style=\"--awb-iconcolor:#000000;--awb-iconcolor-hover:#000000;--awb-font-size:20px;--awb-margin-right:10px;\"><\/i>Fonctionnalit\u00e9s<\/strong><\/h2>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-column-inner-bg-wrapper\" style=\"--awb-padding-right:5%;--awb-padding-left:5%;--awb-inner-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><span class=\"fusion-column-inner-bg hover-type-zoomin\"><span class=\"fusion-column-anchor\"><span class=\"fusion-column-inner-bg-image\"><\/span><\/span><\/span><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><ul style=\"--awb-iconcolor:#545454;--awb-divider-color:#ffffff;--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-1 fusion-checklist-default fusion-checklist-divider type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-check-square fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Couverture mondiale<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-check-square fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>R\u00e9solution temporelle : 10 \u00e0 15 minutes selon les sites<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-check-square fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Acc\u00e8s facile aux donn\u00e9es via l&rsquo;API Reuniwatt<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-check-square fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Pour un site ou plusieurs sites<\/p>\n<\/div><\/li><\/ul><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:center;\"><a class=\"fusion-button button-flat button-large button-custom fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" style=\"--button_accent_color:#cc0000;--button_border_color:#cc0000;--button_accent_hover_color:#cc3939;--button_border_hover_color:#cc3939;--button_border_width-top:2px;--button_border_width-right:2px;--button_border_width-bottom:2px;--button_border_width-left:2px;--button_gradient_top_color:#ffffff;--button_gradient_bottom_color:#ffffff;--button_gradient_top_color_hover:#fafafa;--button_gradient_bottom_color_hover:#fafafa;\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/reuniwatt.com\/fr\/contact\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Demander plus d&rsquo;informations<\/span><\/a><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-background-blend-mode:overlay;--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:30px;--awb-padding-bottom:30px;--awb-background-color:rgba(255,255,255,0);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-5\" style=\"--awb-text-color:#ffffff;\"><h2 id=\"products\"><strong>Les services SunSat&trade;<\/strong><\/h2>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-column-inner-bg-wrapper\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-inner-bg-color:rgba(255, 255, 255, 0.8);--awb-inner-bg-color-hover:rgba(255, 255, 255, 0.8);--awb-inner-bg-position:center center;--awb-inner-bg-blend:overlay;--awb-inner-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><span class=\"fusion-column-inner-bg hover-type-zoomin\"><span class=\"fusion-column-anchor\"><span class=\"fusion-column-inner-bg-image\"><\/span><\/span><\/span><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-6\"><h2 style=\"text-align: center;\">SunSat&trade; Live: donn\u00e9es d&rsquo;irradiance et m\u00e9t\u00e9o en temps r\u00e9el<\/h2>\n<p>L&rsquo;utilisation d&rsquo;images satellites pour l&rsquo;estimation du rayonnement solaire en temps r\u00e9el offre de nombreux avantages par rapport aux seules mesures in situ :<\/p>\n<ul>\n<li><strong>Vision ind\u00e9pendante et non biais\u00e9e<\/strong> de l&rsquo;irradiance pour une centrale ou un portefeuille de sites<\/li>\n<li><strong>D\u00e9tection rapide<\/strong> de toute panne mat\u00e9rielle ou de salissure par comparaison des mesures locales et des estimations satellitales<\/li>\n<li><strong>Installation simple et peu on\u00e9reuse :<\/strong> aucun mat\u00e9riel n\u00e9cessaire<\/li>\n<li><strong>Champ de vue<\/strong> \u00e9largi : vision macroscopique vs vision microscopique<\/li>\n<\/ul>\n<\/div><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-3 hover-type-none\"><img decoding=\"async\" width=\"575\" height=\"162\" title=\"sme-phase-1-h2020\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/09\/live-data.png\" alt class=\"img-responsive wp-image-6867\"\/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-column-inner-bg-wrapper\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-inner-bg-color:rgba(255, 255, 255, 0.8);--awb-inner-bg-color-hover:rgba(255, 255, 255, 0.8);--awb-inner-bg-position:center center;--awb-inner-bg-blend:overlay;--awb-inner-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><span class=\"fusion-column-inner-bg hover-type-zoomin\"><span class=\"fusion-column-anchor\"><span class=\"fusion-column-inner-bg-image\"><\/span><\/span><\/span><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-space-between fusion-content-layout-column\"><div class=\"fusion-text fusion-text-7\"><h2 style=\"text-align: center;\">SunSat&trade; Time Series: donn\u00e9es d&rsquo;irradiance et m\u00e9t\u00e9o historiques<\/h2>\n<p>La mise \u00e0 profit des archives d&rsquo;images satellitales permet de reconstruire un historique de donn\u00e9es d&rsquo;ensoleillement, ce qui est crucial pour les phases de d\u00e9veloppement d&rsquo;un projet solaire. Les s\u00e9ries temporelles sont en effet n\u00e9cessaires pour :<\/p>\n<ul>\n<li><strong>Optimiser le dimensionnement et le design<\/strong> des centrales solaires<\/li>\n<li>R\u00e9aliser des <strong>diagnostics techniques et financiers<\/strong> pour la due diligence<\/li>\n<li>Rassurer les investisseurs gr\u00e2ce \u00e0 des <strong>donn\u00e9es bancables<\/strong><\/li>\n<\/ul>\n<\/div><div class=\"fusion-image-element \" style=\"--awb-margin-top:40px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-4 hover-type-none\"><img decoding=\"async\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/09\/time-series.png\" alt class=\"img-responsive\"\/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:center;\"><a class=\"fusion-button button-flat button-large button-custom fusion-button-default button-2 fusion-button-default-span fusion-button-default-type\" style=\"--button_accent_color:#cc0000;--button_border_color:#cc0000;--button_accent_hover_color:#cc3939;--button_border_hover_color:#cc3939;--button_border_width-top:2px;--button_border_width-right:2px;--button_border_width-bottom:2px;--button_border_width-left:2px;--button_gradient_top_color:#ffffff;--button_gradient_bottom_color:#ffffff;--button_gradient_top_color_hover:#fafafa;--button_gradient_bottom_color_hover:#fafafa;\" target=\"_self\" href=\"https:\/\/reuniwatt.com\/fr\/contact\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Plus d&rsquo;informations<\/span><\/a><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:30px;--awb-margin-bottom:30px;--awb-background-color:#a3a35c;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-stretch fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-11 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-padding-top:20px;--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-column\"><div class=\"fusion-text fusion-text-8\"><h2><span style=\"color: #ffffff;\"><strong>Obtenir des donn\u00e9es compatibles PVsyst<\/strong><\/span><\/h2>\n<\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-font-size:16px;--awb-text-color:#ffffff;\"><p><a href=\"https:\/\/www.pvsyst.com\/help\/meteo-database\/import-meteo-data\/reuniwatt-data\/index.html\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #ffffff;\"><u>Description des donn\u00e9es compatibles PVsyst<\/u><\/span><\/a><\/p>\n<h4><\/h4>\n<\/div><div class=\"fusion-text fusion-text-10\" style=\"--awb-font-size:16px;\"><p><a href=\"https:\/\/www.pvsyst.com\/help\/meteo-database\/import-meteo-data\/reuniwatt-data\/importing-reuniwatt-data.html\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #ffffff;\"><u>Comment importer des donn\u00e9es SunSat&trade; dans PVsyst<\/u><\/span><\/a><\/p>\n<h4><\/h4>\n<\/div><div class=\"fusion-text fusion-text-11\" style=\"--awb-font-size:16px;\"><p><a href=\"https:\/\/reuniwatt.com\/fr\/contact\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #ffffff;\"><u>Demander un devis<\/u><\/span><\/a><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-12 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"text-align:center;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-5 hover-type-zoomin\"><img decoding=\"async\" alt=\"Reuniwatt on PVsyst website\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/09\/logoPVsyst.png\" class=\"img-responsive\"\/><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-background-position:left top;--awb-border-sizes-top:0px;--awb-border-sizes-bottom:0px;--awb-border-sizes-left:0px;--awb-border-sizes-right:0px;--awb-border-color:#5b5b5b;--awb-border-style:dashed;--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:50px;--awb-padding-right:0px;--awb-padding-bottom:50px;--awb-padding-left:0px;--awb-background-color:#ffffff;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-13 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-12\" style=\"--awb-text-color:#ffffff;\"><h2>A voir \u00e9galement<\/h2>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-14 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-15 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"text-align:center;--awb-margin-top:45px;--awb-margin-bottom:45px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);--awb-filter:brightness(100%);--awb-filter-transition:filter 0.3s ease;--awb-filter-hover:brightness(120%);\"><span class=\" fusion-imageframe imageframe-none imageframe-6 hover-type-none\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/reuniwatt.com\/en\/sunsat-digital-twin\/\" target=\"_self\"><img decoding=\"async\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2019\/04\/digital-twin6_small.png\" alt class=\"img-responsive\"\/><\/a><\/span><\/div><div class=\"fusion-text fusion-text-13\"><h4 style=\"text-align: center;\">SunSat&trade; Digital Twin, le service de diagnostic de sant\u00e9 des actifs solaires<\/h4>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-16 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"text-align:center;--awb-max-width:220px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);--awb-filter:brightness(100%);--awb-filter-transition:filter 0.3s ease;--awb-filter-hover:brightness(120%);\"><span class=\" fusion-imageframe imageframe-none imageframe-7 hover-type-none\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/reuniwatt.com\/en\/download-white-paper-satellite-based-digital-twin\/\" target=\"_self\"><img decoding=\"async\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/06\/5fbc78fe-1d8a-420f-85c3-e643bc95c7e0.png\" alt class=\"img-responsive\"\/><\/a><\/span><\/div><div class=\"fusion-text fusion-text-14\"><h4 style=\"text-align: center;\">T\u00e9l\u00e9charger notre livre blanc \u00ab\u00a0Monitoring and improving remote assets\u00a0\u00bb (en anglais)<\/h4>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-17 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"text-align:center;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);--awb-filter:brightness(100%);--awb-filter-transition:filter 0.3s ease;--awb-filter-hover:brightness(120%);\"><span class=\" fusion-imageframe imageframe-none imageframe-8 hover-type-none\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/reuniwatt.com\/en\/applications\/irradiance-data-solar-project-development\/\" target=\"_self\"><img decoding=\"async\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/09\/AdobeStock_25617383-e1599140137991.jpeg\" alt class=\"img-responsive\"\/><\/a><\/span><\/div><div class=\"fusion-text fusion-text-15\"><h4 style=\"text-align: center;\">Donn\u00e9es d&rsquo;irradiance pour le d\u00e9veloppement de projet<\/h4>\n<\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":13610,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"content-type":"","footnotes":""},"class_list":["post-6931","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/reuniwatt.com\/fr\/wp-json\/wp\/v2\/pages\/6931","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/reuniwatt.com\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/reuniwatt.com\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/reuniwatt.com\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/reuniwatt.com\/fr\/wp-json\/wp\/v2\/comments?post=6931"}],"version-history":[{"count":10,"href":"https:\/\/reuniwatt.com\/fr\/wp-json\/wp\/v2\/pages\/6931\/revisions"}],"predecessor-version":[{"id":14866,"href":"https:\/\/reuniwatt.com\/fr\/wp-json\/wp\/v2\/pages\/6931\/revisions\/14866"}],"up":[{"embeddable":true,"href":"https:\/\/reuniwatt.com\/fr\/wp-json\/wp\/v2\/pages\/13610"}],"wp:attachment":[{"href":"https:\/\/reuniwatt.com\/fr\/wp-json\/wp\/v2\/media?parent=6931"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}