{"id":1609,"date":"2017-01-16T10:19:33","date_gmt":"2017-01-16T10:19:33","guid":{"rendered":"https:\/\/reuniwatt.com\/en\/?page_id=1609"},"modified":"2026-06-01T13:04:22","modified_gmt":"2026-06-01T11:04:22","slug":"solar-forecasting-for-smart-grids-and-smart-cities","status":"publish","type":"page","link":"https:\/\/reuniwatt.com\/en\/applications\/solar-forecasting-for-smart-grids-and-smart-cities\/","title":{"rendered":"Power forecasting for smart grids and smart cities"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container fusion-parallax-fixed 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-bottom:30px;--awb-min-height:500px;--awb-background-image:url(&quot;https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/09\/BedZED_2007-1-1024x681.jpg&quot;);--awb-background-size:cover;--awb-flex-wrap:wrap;background-attachment:fixed;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-center fusion-flex-align-content-center fusion-flex-justify-content-center 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\" style=\"--awb-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%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-center fusion-flex-align-content-center fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_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(255,255,255,0.85);--awb-inner-bg-color-hover:rgba(255,255,255,0.85);--awb-inner-bg-size:cover;--awb-filter:brightness(100%);--awb-filter-transition:filter 0.3s ease, -webkit-backdrop-filter 0.3s ease, backdrop-filter 0.3s ease;--awb-filter-hover:brightness(120%);--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-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\" style=\"--awb-text-transform:none;\"><h4 class=\"intro\">As renewable energy is becoming the preferred solution to supply energy in smart cities, power forecasting for smart grids represents an ideal tool to better manage this variable energy.<\/h4>\n<p><span style=\"color: #000000;\">Today, nearly half of the planet&#8217;s inhabitants lives in cities. The latter consume three quarters of the energy produced on Earth and are responsible for 80% of global greenhouse gas emissions. In this context, power forecasting is a growing necessity.<\/span><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_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-flex-start fusion-content-layout-column\"><\/div><\/div><\/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-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-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-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:30px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:30px;--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 equal-heights\"><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\" style=\"--awb-border-size:1px;--awb-border-radius:4px;\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-circle\"><i aria-hidden=\"true\" class=\"fa-sun fas\"><\/i><\/div><h2 class=\"flip-box-heading without-text\">Integrate more green energy into the grid<\/h2><\/div><\/div><div class=\"flip-box-back\" style=\"--awb-border-size:1px;--awb-border-radius:4px;--awb-background-color-back:#d10010;\"><div class=\"flip-box-back-inner\"><h3 class=\"flip-box-heading-back\">Integrate more green energy into the grid<\/h3>\n<p>Power forecasting for smart grids enables a greater integration of green electrons into the grid. This also translates in less CO2 emissions in the most polluted areas of the planet.<\/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\" style=\"--awb-border-size:1px;--awb-border-radius:4px;\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-circle\"><i aria-hidden=\"true\" class=\"fa-angle-double-down fas\"><\/i><\/div><h2 class=\"flip-box-heading without-text\">Reduce grid management costs<\/h2><\/div><\/div><div class=\"flip-box-back\" style=\"--awb-border-size:1px;--awb-border-radius:4px;--awb-background-color-back:#d10010;\"><div class=\"flip-box-back-inner\"><h3 class=\"flip-box-heading-back\">Reduce grid management costs<\/h3>\n<p>Forecasting represents the low-hanging fruit of renewable energy. This means that it must be the first response to managing the variable nature of renewable energy production. Power forecasting should come before more costly strategies of energy storage and demand\/response systems.<\/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\" style=\"--awb-border-size:1px;--awb-border-radius:4px;\"><div class=\"flip-box-front-inner\"><div class=\"flip-box-grafix flip-box-circle\"><i aria-hidden=\"true\" class=\"fa-wave-square fas\"><\/i><\/div><h2 class=\"flip-box-heading without-text\">Shift the peak load<\/h2><\/div><\/div><div class=\"flip-box-back\" style=\"--awb-border-size:1px;--awb-border-radius:4px;--awb-background-color-back:#d10010;\"><div class=\"flip-box-back-inner\"><h3 class=\"flip-box-heading-back\">Shift the peak load<\/h3>\n<p>Power forecasts help increase the demand when variable generation production is high. For instance, solar production is at its peak at midday, when the sun is at its highest. However, demand is at its peak around 7pm. Thanks to power forecasting, self-consumption and the use of storage are optimised, thus helping shift the peak load.<\/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_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:30px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:30px;--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-text fusion-text-2\" style=\"--awb-text-transform:none;\"><h2><strong>Products &amp; Services<\/strong><\/h2>\n<h3>Power forecasting for smart grids and smart cities takes on different forms, depending on the targeted time horizon. Reuniwatt has developed 3 solutions:<\/h3>\n<div style=\"width: 80%; margin-left: 10%;\"><\/div>\n<\/div><ul style=\"--awb-iconcolor:#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;--awb-circlecolor:#cc0000;--awb-circle-yes-font-size:14.08px;\" 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-yes\"><i class=\"fusion-li-icon fa-check fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong>InstaCast&trade;<\/strong>: Ultra high resolution forecasts within the next minutes can be provided using InstaCast&trade;, which makes the most out of images of the sky taken by ground imagers. This\u00a0is crucial for optimised self-consumption and battery management. As an example, Reuniwatt has put in place InstaCast&trade; service within <strong><a href=\"https:\/\/reuniwatt.com\/en\/2016\/05\/20\/reuniwatts-innovative-ground-imager-supplies-forecasts-to-issygrid\/\" target=\"_blank\" rel=\"noopener noreferrer\">IssyGrid<\/a><\/strong>, a Smart Grid in the Parisian suburb. <strong><a href=\"https:\/\/reuniwatt.com\/en\/products-and-services\/247-all-sky-observation-sky-insight\/\" aria-label=\"Discover the Sky Insight solution\">Read More<\/a><\/strong><\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-check fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\"><b>HourCast&trade;<\/b>: Reuniwatt has developed specific algorithms to analyse and treat satellite images anywhere on the planet. It is then possible to forecast cloud motion vectors above any site or portfolio of sites. This solution helps stabilise smart grids and smart cities. <strong><a href=\"https:\/\/reuniwatt.com\/en\/products-and-services\/intraday-solar-and-wind-forecasts\/\" aria-label=\"Check our Intraday Solar Forecasts\">Read More<\/a><\/strong><\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-check fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><b>DayCast&trade;<\/b>: Forecasting up to seven days in advance the production of a smart grid installation or of an entire smart city is vital to balance the grid. It also gives a crucial energy to pilot distributed energy resources management systems (DERMs) <a href=\"https:\/\/reuniwatt.com\/en\/day-ahead-solar-forecasts-daycast\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Read more<\/strong><br \/>\n<span class=\"screen-reader-text\"> about DayCast&trade; day-ahead solar forecasting<\/span><br \/>\n<\/a><\/p>\n<\/div><\/li><\/ul><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:30px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:30px;--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-text fusion-text-3\"><h2><strong>You might also be interested in<\/strong><\/h2>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 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:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-spacing-right-medium:3.84%;--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, -webkit-backdrop-filter 0.3s ease, backdrop-filter 0.3s ease;--awb-filter-hover:brightness(120%);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/reuniwatt.com\/en\/solar-forecasting-for-plant-operations\" target=\"_self\"><img decoding=\"async\" src=\"https:\/\/reuniwatt.com\/fr\/wp-content\/uploads\/sites\/2\/2016\/12\/AdobeStock_86963484-1.jpeg\" class=\"img-responsive\" alt=\"-\" title=\"\"><\/a><\/span><\/div><div class=\"fusion-text fusion-text-4\"><h4 style=\"text-align: center;\">Solar forecasting for plant operations<\/h4>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 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:3.84%;--awb-width-medium:33.333333333333%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:3.84%;--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, -webkit-backdrop-filter 0.3s ease, backdrop-filter 0.3s ease;--awb-filter-hover:brightness(120%);\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/reuniwatt.com\/en\/solar-forecasting-microgrids-off-grid-solutions\" target=\"_self\"><img decoding=\"async\" src=\"https:\/\/reuniwatt.com\/fr\/wp-content\/uploads\/sites\/2\/2017\/01\/AdobeStock_107833836-e1483365616266.jpeg\" class=\"img-responsive\" alt=\"-\" title=\"\"><\/a><\/span><\/div><div class=\"fusion-text fusion-text-5\"><h4 style=\"text-align: center;\">Solar power forecasting for microgrids and off-grid projects<\/h4>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 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, -webkit-backdrop-filter 0.3s ease, backdrop-filter 0.3s ease;--awb-filter-hover:brightness(120%);\"><span class=\" fusion-imageframe imageframe-none imageframe-3 hover-type-none\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/reuniwatt.com\/en\/weather-tools-solar-portfolio-management\" target=\"_self\"><img decoding=\"async\" src=\"https:\/\/reuniwatt.com\/fr\/wp-content\/uploads\/sites\/2\/2016\/12\/AdobeStock_88719235-e1483090252448.jpeg\" class=\"img-responsive\" alt=\"-\" title=\"\"><\/a><\/span><\/div><div class=\"fusion-text fusion-text-6\"><h4 style=\"text-align: center;\">Weather tools for solar portfolio management<\/h4>\n<\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":2966,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"content-type":"","footnotes":""},"class_list":["post-1609","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/pages\/1609","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/comments?post=1609"}],"version-history":[{"count":10,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/pages\/1609\/revisions"}],"predecessor-version":[{"id":12261,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/pages\/1609\/revisions\/12261"}],"up":[{"embeddable":true,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/pages\/2966"}],"wp:attachment":[{"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/media?parent=1609"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}