{"id":195047,"date":"2024-09-10T09:19:46","date_gmt":"2024-09-10T07:19:46","guid":{"rendered":"https:\/\/www.rse-web.it\/pubblicazioni\/an-innovative-algorithm-for-the-power-loads-forecasting-in-italian-transmission-grid-development-and-main-results-of-the-prevel-software-of-osmose-project\/"},"modified":"2024-09-10T09:21:06","modified_gmt":"2024-09-10T07:21:06","slug":"an-innovative-algorithm-for-the-power-loads-forecasting-in-italian-transmission-grid-development-and-main-results-of-the-prevel-software-of-osmose-project","status":"publish","type":"pubblicazioni","link":"https:\/\/www.rse-web.it\/en\/publications\/an-innovative-algorithm-for-the-power-loads-forecasting-in-italian-transmission-grid-development-and-main-results-of-the-prevel-software-of-osmose-project\/","title":{"rendered":"An innovative algorithm for the power loads forecasting in Italian transmission grid: development and main results of the PREVEL software of Osmose project"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>As part of the European OSMOSE project, a real-time load forecasting system has been developed and implemented for the nodes in the transmission network of Southern Italy. The forecast has a three-hour horizon and is updated every 15 minutes.<\/p>\n","protected":false},"author":93,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"tags":[1381,1324,1377,1328,1307],"targets":[],"pubblicazioni_tipologie":[778],"class_list":["post-195047","pubblicazioni","type-pubblicazioni","status-publish","hentry","tag-demand-management-en","tag-electricity-network-en","tag-monitoring-and-control","tag-photovoltaics","tag-renewable-energy-en","pubblicazioni_tipologie-paper-en"],"acf":{"projects":{"ID":191050,"post_author":"464","post_date":"2024-07-10 16:51:19","post_date_gmt":"2024-07-10 14:51:19","post_content":"","post_title":"Architecture and management models of the electrical system and grids","post_excerpt":"The project aims to develop methodologies, software tools, prototypes and demonstrators to optimise electric transmission and distribution grids, as well as new architecture and system management models and new regulatory schemes that encourage the integration of renewable and non-programmable generation, self-generation, storage systems and aggregators, and that take into account electric penetration.","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"architecture-and-management-models-of-the-electrical-system-and-grids","to_ping":"","pinged":"","post_modified":"2024-08-21 12:10:45","post_modified_gmt":"2024-08-21 10:10:45","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.rse-web.it\/progetti\/architecture-and-management-models-of-the-electrical-system-and-grids\/","menu_order":0,"post_type":"progetti","post_mime_type":"","comment_count":"0","filter":"raw"},"order_posts":"","dont_show_search":false,"related_posts":false,"dont_show_hompage":false,"show_on_slider":false,"single_post_data":{"titolo_spot":"","post_content":"<p>As part of the European OSMOSE project, the Zonal Energy Management System requires a forecast of the loads for each node in the transmission network every 15 minutes for the next three hours. Short-term forecasts are provided using an Analog Ensemble scheme and an autoregressive method, with inputs consisting of the last two months of short-term forecasts and load measurements. The short-term forecasts are derived from a Random Forest algorithm trained using the last four months of meteorological data and load measurements. This article describes the initial results of the ongoing experimentation applied to Southern Italy.<\/p>\n","scarica_file":false,"link_estreno":[{"link_text":"Download Memory","link":"https:\/\/ieeexplore.ieee.org\/document\/9626869"}],"button":{"text":"","link":""},"referente_group":false,"data_emissione":"2021-10-08","autori":"D. A. Ronzio, E. Collino (RSE S.p.A.), G. Lisciandrello, L. Orr\u00f9 (Terna S.p.A.)","destinazione":"AEIT International Annual Conference 2nd Virtual Edition, Online 4-8 ottobre 2021","rif_rse":"21008907"},"satellite_post_url":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>An innovative algorithm for the power loads forecasting in Italian transmission grid: development and main results of the PREVEL software of Osmose project - RSE<\/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:\/\/www.rse-web.it\/publications\/an-innovative-algorithm-for-the-power-loads-forecasting-in-italian-transmission-grid-development-and-main-results-of-the-prevel-software-of-osmose-project\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"An innovative algorithm for the power loads forecasting in Italian transmission grid: development and main results of the PREVEL software of Osmose project - RSE\" \/>\n<meta property=\"og:description\" content=\"As part of the European OSMOSE project, a real-time load forecasting system has been developed and implemented for the nodes in the transmission network of Southern Italy. 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