{"id":12371,"date":"2021-12-23T16:00:00","date_gmt":"2021-12-23T15:00:00","guid":{"rendered":"https:\/\/steady-sun.com\/?p=12371"},"modified":"2025-09-30T11:35:47","modified_gmt":"2025-09-30T09:35:47","slug":"monuter-project-better-forecasting-solar-production-to-reduce-costs-of-variability","status":"publish","type":"post","link":"https:\/\/steady-sun.com\/es\/blog\/research-and-innovation\/monuter-project-better-forecasting-solar-production-to-reduce-costs-of-variability\/","title":{"rendered":"MoNuTeR project: Better forecasting solar production to reduce costs of variability"},"content":{"rendered":"<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\r\n<p>The predictability of solar resource variability presents several limitations, as meteorological models are imperfect and the state of the atmosphere is never fully known. Therefore, the improvement of forecasting systems represents a major challenge for integrating more PV at lower cost, especially in poorly and non interconnected regions.<br \/><br \/>Funded by the French agency for ecological transition (ADEME, PIA 3), the MoNuTeR project consisted in <strong>developing, optimizing and industrializing a new generation of weather forecasting technologies and services specially adapted to the solar energy sector<\/strong>. The forecasting chain, which relies on the use of a high-resolution regional numerical weather prediction model, makes it possible to locally improve the accuracy of forecasts up to 48 hours ahead and to better anticipate the intraday solar resource variability.<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote has-text-color has-link-color has-medium-font-size wp-elements-b753e853438ee8f81aaf91b2af4db7b9 is-layout-flow wp-block-quote-is-layout-flow\" style=\"color: #ffa529;\">\r\n<p><em><strong>The project consists in developing a forecasting chain based on the WRF meteorological model, with a highly flexible configuration perfectly suited for solar applications.<\/strong><\/em><\/p>\r\n<\/blockquote>\r\n<\/div>\r\n\r\n\r\n\r\n<p>During the last three years, we have:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Developed an advanced weather forecasting chain, based on the WRF model (Weather Research and Forecasting)<\/li>\r\n\r\n\r\n\r\n<li>Tested the model on more than ten climatic regions (insular, desertic, tropical, etc.)<\/li>\r\n\r\n\r\n\r\n<li>Realized more than 4,000 simulations at spatial resolution reaching 1 km (&gt; 10,000 h of calculation in total)<\/li>\r\n\r\n\r\n\r\n<li>Predetermined ideal model configurations depending the region of interest and the associated local weather phenomena<\/li>\r\n\r\n\r\n\r\n<li>Industrialized the solution in order to easily and quickly deploy the model over new areas, while ensuring the best possible results from commissioning<\/li>\r\n\r\n\r\n\r\n<li>Reduced our forecast errors by around 5-10% on average in insular regions<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img fetchpriority=\"high\" decoding=\"async\" width=\"837\" height=\"572\" class=\"wp-image-12372\" src=\"https:\/\/steady-sun.com\/wp-content\/uploads\/2025\/06\/project-monuter-steadysun-1.jpg\" alt=\"\" srcset=\"https:\/\/steady-sun.com\/wp-content\/uploads\/2025\/06\/project-monuter-steadysun-1.jpg 837w, https:\/\/steady-sun.com\/wp-content\/uploads\/2025\/06\/project-monuter-steadysun-1-300x205.jpg 300w, https:\/\/steady-sun.com\/wp-content\/uploads\/2025\/06\/project-monuter-steadysun-1-768x525.jpg 768w\" sizes=\"(max-width: 837px) 100vw, 837px\" \/><\/figure>\r\n\r\n\r\n\r\n<p><em>Examples of downward surface solar radiation forecast from the WRF model over Tahiti island compared to satellite observations.<\/em><\/p>\r\n\r\n\r\n\r\n<p>Validated in complex environments, the solution is now integrated into Steadysun\u00e2\u20ac\u2122s new operational platform and used for decision-making.<\/p>\r\n\r\n\r\n\r\n<p>Several projects have already been set up, as for example over the island of Tahiti on behalf of the local grid operator (EDT ENGIE). In the future, other key players will also benefit from this operational system in this region. For instance, independent producers will soon be operating hybrid PV-storage power plants that will require the use of the most reliable forecasts possible to comply with the applicable grid code.<\/p>\r\n\r\n\r\n\r\n<p>Following on from MoNuTeR, new R&amp;D work has already been initiated, aiming at improving in-situ\/satellite data assimilation techniques as well as the modelling of cloud-aerosol-radiation interactions, especially in desertic regions.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\r\n<div class=\"wp-block-button elementor-button elementor-button-link elementor-size-md elementor-animation-grow\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.tenerrdis.fr\/projets-membres\/monuter\/\">READ THE TENERRDIS PUBLICATION<\/a><\/div>\r\n<\/div>\r\n\r\n\r\n\r\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>The MoNuTeR project allows to optimize the quality of photovoltaic (PV) production forecast for the current and coming days, thus improving power dispatch as well as spinning reserves and storage systems management in real-time.<\/p>","protected":false},"author":1,"featured_media":13463,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[79],"tags":[62,31],"class_list":["post-12371","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-research-and-innovation","tag-solar-forecasting","tag-weather-forecasting"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MoNuTeR project: Better forecasting solar production<\/title>\n<meta name=\"description\" content=\"The MoNuTeR project improves solar forecasts tailored to climate and terrain, lowering costs linked to photovoltaic variability.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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