{"id":11950,"date":"2025-12-16T12:28:04","date_gmt":"2025-12-16T11:28:04","guid":{"rendered":"https:\/\/reuniwatt.com\/en\/?p=11950"},"modified":"2025-12-16T02:47:20","modified_gmt":"2025-12-16T01:47:20","slug":"forecasting-equipment-in-harsh-desert-environments","status":"publish","type":"post","link":"https:\/\/reuniwatt.com\/en\/industry-news\/forecasting-equipment-in-harsh-desert-environments\/","title":{"rendered":"Forecasting equipment in harsh desert environments"},"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-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--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\" 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\" style=\"--awb-text-transform:none;\"><p>Utilities can\u2019t run a solar-heavy grid on optimism alone\u2014they need dependable forecasts from days ahead down to minutes ahead. In <em data-start=\"130\" data-end=\"143\">pv magazine<\/em> (12\/2025 &amp; 01\/2026), Reuniwatt\u2019s Hannah Bergler describes what it takes to deliver that reliability for a mega-scale PV project in the United Arab Emirates, where desert conditions push both O&amp;M and forecasting systems to their limits.<\/p>\n<h2>Desert solar means forecasting under pressure<\/h2>\n<p>Middle East mega-projects promise massive clean generation, but they operate in conditions that can rapidly change irradiance and power output. For a standards-aligned forecasting setup covering multiple horizons and update intervals\u2014spanning from three-day and day-ahead forecasts down to intra-hour forecasts. Reuniwatt combines numerical weather prediction (NWP), Meteosat Second Generation satellite imagery, and data from on-site measurements to keep forecasts timely and actionable for operations and grid reliability.<\/p>\n<article class=\"text-token-text-primary w-full focus:outline-none &#091;--shadow-height:45px&#093; has-data-writing-block:pointer-events-none has-data-writing-block:-mt-(--shadow-height) has-data-writing-block:pt-(--shadow-height) &#091;&amp;:has(&#091;data-writing-block&#093;)&gt;*&#093;:pointer-events-auto scroll-mt-&#091;calc(var(--header-height)+min(200px,max(70px,20svh)))&#093;\" dir=\"auto\" tabindex=\"-1\" data-turn-id=\"f3b63199-e556-4482-8955-a7606b22343a\" data-testid=\"conversation-turn-10\" data-scroll-anchor=\"true\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 &#091;--thread-content-margin:--spacing(4)&#093; @w-sm\/main:&#091;--thread-content-margin:--spacing(6)&#093; @w-lg\/main:&#091;--thread-content-margin:--spacing(16)&#093; px-(--thread-content-margin)\">\n<div class=\"&#091;--thread-content-max-width:40rem&#093; @w-lg\/main:&#091;--thread-content-max-width:48rem&#093; mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\">\n<div class=\"flex max-w-full flex-col grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal &#091;.text-message+&amp;&#093;:mt-1\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"47763405-02b9-4ea3-8dc7-8f13c18ddd97\" data-message-model-slug=\"gpt-5-2-thinking\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-&#091;1px&#093;\">\n<div class=\"streaming-animation markdown prose dark:prose-invert w-full break-words dark markdown-new-styling\">\n<h2 data-start=\"0\" data-end=\"34\">Fast forecasts for grid control<\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<p>Beyond day-ahead planning, these projects need frequent updates that operators can actually use in real time. The article describes how short-term nowcasting is supported by high-frequency measurements and Reuniwatt&#8217;s infrared all-sky imager Sky InSight&trade;, which helps detect cloud development early and improve plant-level forecasts up to about 30 minutes ahead.<\/p>\n<h2><span data-ccp-props=\"{\">\u00a0<\/span><\/h2>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container hundred-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-overflow:visible;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"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 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: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 ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" style=\"--awb-margin-bottom:20px;--awb-margin-left:20px;\" target=\"_self\" href=\"https:\/\/reuniwatt.com\/wp-content\/uploads\/2025\/12\/Reuniwatt_pvmagazine_202512.pdf\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Read the article<\/span><\/a><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-text-transform:none;\"><p>If you want to go further:<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 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-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%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:right;\"><a class=\"fusion-button button-flat button-small 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\/en\/products-and-services\/247-all-sky-observation-sky-insight\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">More about Sky InSight&trade;<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 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-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%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:left;\"><a class=\"fusion-button button-flat button-small button-custom fusion-button-default button-3 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\/en\/resources\/#_whitepapers\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Read our white papers<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 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><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":26,"featured_media":11952,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[5,120],"tags":[],"class_list":["post-11950","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry-news","category-press-room"],"_links":{"self":[{"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/posts\/11950","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/comments?post=11950"}],"version-history":[{"count":4,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/posts\/11950\/revisions"}],"predecessor-version":[{"id":11955,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/posts\/11950\/revisions\/11955"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/media\/11952"}],"wp:attachment":[{"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/media?parent=11950"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/categories?post=11950"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/reuniwatt.com\/en\/wp-json\/wp\/v2\/tags?post=11950"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}