{"id":32081,"date":"2024-05-09T14:21:30","date_gmt":"2024-05-09T12:21:30","guid":{"rendered":"https:\/\/kinit.sk\/greenlogy-forecasting-one-day-ahead-solar-panels-energy-supply-to-the-grid\/"},"modified":"2025-07-01T12:01:00","modified_gmt":"2025-07-01T10:01:00","slug":"greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\/","title":{"rendered":"Greenlogy: Predpove\u010f dod\u00e1vky energie zo sol\u00e1rnych panelov na nasleduj\u00faci de\u0148"},"content":{"rendered":"
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Cie\u013eom na\u0161ej spolupr\u00e1ce s Greenlogy v r\u00e1mci projektu Hopero<\/a> bolo vyvin\u00fa\u0165 predikt\u00edvny model, ktor\u00fd predpoved\u00e1 dod\u00e1vky energie zo sol\u00e1rnych panelov do elektrickej siete na nasleduj\u00faci de\u0148, ako to zaznamen\u00e1vaj\u00fa inteligentn\u00e9 mera\u010de. Otestovali sme najnov\u0161ie met\u00f3dy strojov\u00e9ho u\u010denia a vylep\u0161ili u\u017e existuj\u00face modely tak, aby sa lep\u0161ie hodili na vykon\u00e1vanie \u00falohy.<\/h5>\n<\/div>\n\n
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Greenlogy je slovensk\u00e1 spolo\u010dnos\u0165, ktor\u00e1 bola zalo\u017een\u00e1 v roku 2021. Jej prim\u00e1rnym z\u00e1merom je poskytova\u0165 elektrick\u00fa energiu, ktor\u00e1 je generovan\u00e1 v\u00fdhradne z alternat\u00edvnych zdrojov, pri\u010dom d\u00e1va prednos\u0165 produktom od slovensk\u00fdch v\u00fdrobcov.<\/p>\n<\/div>\n\n

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V s\u00falade s prechodom na zelen\u00fa energiu sa sol\u00e1rna energia st\u00e1va na celom svete r\u00fdchlo rast\u00facim zdrojom elektriny. Sol\u00e1rna energia je v\u0161ak svojou povahou nestabiln\u00e1 a plne z\u00e1visl\u00e1 od meteorologick\u00fdch faktorov. Tieto nestability m\u00f4\u017eu ma\u0165 za n\u00e1sledok preru\u0161enia v distribu\u010dnej sieti a komplik\u00e1cie pri ur\u010dovan\u00ed trhovej ceny elektriny. Pr\u00e1ve tieto faktory zd\u00f4raz\u0148uj\u00fa d\u00f4le\u017eitos\u0165 presn\u00fdch predpoved\u00ed v\u00fdroby sol\u00e1rnej energie a jej dod\u00e1vok do siete.<\/p>\n<\/div>\n\n

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Prv\u00fdm krokom projektu bola identifik\u00e1cia faktorov, ktor\u00e9 ovplyv\u0148uj\u00fa v\u00fdrobu a spotrebu elektriny v dom\u00e1cnostiach. S vyu\u017eit\u00edm \u0161tatistick\u00fdch met\u00f3d sme ur\u010dili k\u013e\u00fa\u010dov\u00e9 parametre t\u00fdkaj\u00face sa po\u010dasia a polohy slnka, ako aj statick\u00e9 kategorick\u00e9 parametre, ako s\u00fa de\u0148 v t\u00fd\u017edni, \u0161t\u00e1tne alebo \u0161kolsk\u00e9 sviatky.<\/p>\n<\/div>\n\n

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Pre predikciu sme vyu\u017eili umel\u00e9 neur\u00f3nov\u00e9 siete, pri\u010dom sme roz\u0161\u00edrili ich u\u017e existuj\u00facu \u0161pi\u010dkov\u00fa architekt\u00faru o nov\u00e9 vrstvy tak, aby lep\u0161ie reagovali na konkr\u00e9tne v\u00fdzvy. Fin\u00e1lny model bol potom vytr\u00e9novan\u00fd na zvl\u00e1danie vy\u0161\u0161ie vymenovan\u00fdch faktorov a na zoh\u013eadnenie hist\u00f3rie v\u00fdroby a spotreby. Robustnos\u0165 modelu zv\u00fd\u0161ila rozsiahla augment\u00e1cia d\u00e1t.<\/p>\n<\/div>\n\n

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Spolupr\u00e1cu s Greenlogy hodnot\u00edme ako \u00faspe\u0161n\u00fa a prospe\u0161n\u00fa pre obe strany. Po prezent\u00e1cii kone\u010dn\u00fdch v\u00fdsledkov sa spolo\u010dnos\u0165 Greenlogy rozhodla aplikova\u0165 vytr\u00e9novan\u00fd model do prev\u00e1dzky. So spolo\u010dnos\u0165ou zostaneme v kontakte, aby sme monitorovali vylep\u0161enia dosiahnut\u00e9 na\u0161ou metodikou. Te\u0161\u00edme sa na \u010fal\u0161iu \u00faspe\u0161n\u00fa spolupr\u00e1cu v r\u00e1mci projektu Hopero.<\/p>\n<\/div>\n\n

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Projektov\u00fd t\u00edm<\/h2><\/div>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
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Michal Sandanus<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
Research Engineer<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
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Gabriela Grmanov\u00e1<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
Researcher<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
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Viera Rozinajov\u00e1<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
Lead and Researcher<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section> \n<\/div>","protected":false},"excerpt":{"rendered":"

Cie\u013eom na\u0161ej spolupr\u00e1ce s Greenlogy v r\u00e1mci projektu Hopero bolo vyvin\u00fa\u0165 predikt\u00edvny model, ktor\u00fd predpoved\u00e1 dod\u00e1vky energie zo sol\u00e1rnych panelov do elektrickej siete na nasleduj\u00faci de\u0148, ako to zaznamen\u00e1vaj\u00fa inteligentn\u00e9…<\/p>\n","protected":false},"author":26,"featured_media":32066,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[83,442],"tags":[534],"class_list":["post-32081","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-sk","category-2024-sk","tag-hopero-2"],"acf":[],"yoast_head":"\nGreenlogy: Predpove\u010f dod\u00e1vky energie zo sol\u00e1rnych panelov na nasleduj\u00faci de\u0148 - KInIT<\/title>\n<meta name=\"description\" content=\"Cie\u013eom na\u0161ej spolupr\u00e1ce s Greenlogy v r\u00e1mci projektu Hopero bolo vyvin\u00fa\u0165 predikt\u00edvny model, ktor\u00fd predpoved\u00e1 dod\u00e1vky energie zo sol\u00e1rnych panelov do elektrickej siete na nasleduj\u00faci de\u0148, ako to zaznamen\u00e1vaj\u00fa inteligentn\u00e9 mera\u010de. Otestovali sme najnov\u0161ie met\u00f3dy strojov\u00e9ho u\u010denia a vylep\u0161ili u\u017e existuj\u00face modely tak, aby sa lep\u0161ie hodili na vykon\u00e1vanie \u00falohy.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Greenlogy: Predpove\u010f dod\u00e1vky energie zo sol\u00e1rnych panelov na nasleduj\u00faci de\u0148 - KInIT\" \/>\n<meta property=\"og:description\" content=\"Cie\u013eom na\u0161ej spolupr\u00e1ce s Greenlogy v r\u00e1mci projektu Hopero bolo vyvin\u00fa\u0165 predikt\u00edvny model, ktor\u00fd predpoved\u00e1 dod\u00e1vky energie zo sol\u00e1rnych panelov do elektrickej siete na nasleduj\u00faci de\u0148, ako to zaznamen\u00e1vaj\u00fa inteligentn\u00e9 mera\u010de. Otestovali sme najnov\u0161ie met\u00f3dy strojov\u00e9ho u\u010denia a vylep\u0161ili u\u017e existuj\u00face modely tak, aby sa lep\u0161ie hodili na vykon\u00e1vanie \u00falohy.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kinit.sk\/sk\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\/\" \/>\n<meta property=\"og:site_name\" content=\"KInIT\" \/>\n<meta property=\"article:published_time\" content=\"2024-05-09T12:21:30+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-01T10:01:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/05\/202404_Greenlogy_Hopero_feature.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1201\" \/>\n\t<meta property=\"og:image:height\" content=\"629\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Marianna Palkova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kinit\" \/>\n<meta name=\"twitter:site\" content=\"@kinit\" \/>\n<meta name=\"twitter:label1\" content=\"Autor\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marianna Palkova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Predpokladan\u00fd \u010das \u010d\u00edtania\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 min\u00faty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\\\/\"},\"author\":{\"name\":\"Marianna Palkova\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"headline\":\"Greenlogy: Predpove\u010f dod\u00e1vky energie zo sol\u00e1rnych panelov na nasleduj\u00faci de\u0148\",\"datePublished\":\"2024-05-09T12:21:30+00:00\",\"dateModified\":\"2025-07-01T10:01:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\\\/\"},\"wordCount\":401,\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/202404_Greenlogy_Hopero_feature.png\",\"keywords\":[\"Hopero\"],\"articleSection\":[\"News\",\"2024\"],\"inLanguage\":\"sk-SK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\\\/\",\"url\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\\\/\",\"name\":\"Greenlogy: Predpove\u010f dod\u00e1vky energie zo sol\u00e1rnych panelov na nasleduj\u00faci de\u0148 - KInIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/greenlogy-predpoved-dodavky-energie-zo-solarnych-panelov-na-nasledujuci-den\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/202404_Greenlogy_Hopero_feature.png\",\"datePublished\":\"2024-05-09T12:21:30+00:00\",\"dateModified\":\"2025-07-01T10:01:00+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"description\":\"Cie\u013eom na\u0161ej spolupr\u00e1ce s Greenlogy v r\u00e1mci projektu Hopero bolo vyvin\u00fa\u0165 predikt\u00edvny model, ktor\u00fd predpoved\u00e1 dod\u00e1vky energie zo sol\u00e1rnych panelov do elektrickej siete na nasleduj\u00faci de\u0148, ako to zaznamen\u00e1vaj\u00fa inteligentn\u00e9 mera\u010de. 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