{"id":198024,"date":"2024-10-10T16:14:25","date_gmt":"2024-10-10T14:14:25","guid":{"rendered":"https:\/\/www.rse-web.it\/pubblicazioni\/a-surrogate-model-of-distribution-networks-to-support-transmission-network-planning\/"},"modified":"2024-10-10T16:23:26","modified_gmt":"2024-10-10T14:23:26","slug":"a-surrogate-model-of-distribution-networks-to-support-transmission-network-planning","status":"publish","type":"pubblicazioni","link":"https:\/\/www.rse-web.it\/en\/publications\/a-surrogate-model-of-distribution-networks-to-support-transmission-network-planning\/","title":{"rendered":"A surrogate model of distribution networks to support transmission network planning"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>The flexibility of electric storage and demand is crucial for integrating renewables, and planning should consider the contributions of both transmission and distribution networks. A new heuristic procedure improves planning efficiency and produces high-quality solutions.<\/p>\n","protected":false},"author":93,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"tags":[1373,1305,1337,1335],"targets":[1317],"pubblicazioni_tipologie":[778],"class_list":["post-198024","pubblicazioni","type-pubblicazioni","status-publish","hentry","tag-electricalstorage","tag-energy-efficiency-en","tag-flexibility","tag-planning-en","targets-research","pubblicazioni_tipologie-paper-en"],"acf":{"dont_show_hompage":true,"projects":{"ID":188403,"post_author":"464","post_date":"2024-06-13 15:10:08","post_date_gmt":"2024-06-13 13:10:08","post_content":"","post_title":"Evolution, planning, scheduling and operation of power grids","post_excerpt":"The goal of the project is the pursuit of efficient management of the Italian electricity system that meets, in evolving scenarios, criteria of security and quality of operation, adequacy and resilience, ensuring a system-based approach. ","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"evolution-planning-scheduling-and-operation-of-power-grids","to_ping":"","pinged":"","post_modified":"2024-07-02 10:31:45","post_modified_gmt":"2024-07-02 08:31:45","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.rse-web.it\/progetti\/evolution-planning-scheduling-and-operation-of-power-grids\/","menu_order":0,"post_type":"progetti","post_mime_type":"","comment_count":"0","filter":"raw"},"order_posts":"","dont_show_search":false,"related_posts":false,"show_on_slider":false,"single_post_data":{"titolo_spot":"","post_content":"<p>Storage and demand flexibility have become increasingly important to keep the electric system functioning with growing shares of renewables, to the point that their contribution can no longer be ignored even in the planning phase, as flexibility can compete with conventional network reinforcement. Since most of the demand flexibility is located at distribution level, the flexibility provided by distribution networks must be considered when planning the transmission network as well. However, the huge size of the models combining both network levels makes the resulting optimization problem hard to tackle even with modern hardware. We propose a novel heuristic procedure for the decoupling of the transmission and distribution grid planning problems based on the formulation of surrogate models of the distribution networks, specifically aimed at capturing the flexibility that can be provided to the transmission network. Using this approach, we obtain a speed improvement of up to two orders of magnitude \u2013 increasing with the amount of distribution networks \u2013 in solving the planning problem. The heuristic produces good quality solutions featuring a near-optimal objective cost.<\/p>\n","scarica_file":false,"link_estreno":[{"link_text":"Download Publication","link":"https:\/\/ieeexplore.ieee.org\/document\/10267731"}],"button":{"text":"","link":""},"referente_group":false,"data_emissione":"2023-06-15","autori":"M. Rossini, M. Rossi, D. Siface (RSE S.p.A.)","destinazione":"CIRED 27th International Conference on Electricity Distribution, Roma, 12-15 Giugno 2023","rif_rse":"23000669"},"satellite_post_url":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A surrogate model of distribution networks to support transmission network planning - 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\/en\/publications\/a-surrogate-model-of-distribution-networks-to-support-transmission-network-planning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A surrogate model of distribution networks to support transmission network planning - RSE\" \/>\n<meta property=\"og:description\" content=\"The flexibility of electric storage and demand is crucial for integrating renewables, and planning should consider the contributions of both transmission and distribution networks. 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