{"id":11748,"date":"2021-03-17T10:19:42","date_gmt":"2021-03-17T09:19:42","guid":{"rendered":"https:\/\/complex-systems-ai.com\/?page_id=11748"},"modified":"2022-12-03T23:05:40","modified_gmt":"2022-12-03T22:05:40","slug":"modelisation-de-smart-grids","status":"publish","type":"page","link":"https:\/\/complex-systems-ai.com\/en\/algorithmic\/modeling-of-smart-grids\/","title":{"rendered":"Smart Grids modeling"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"11748\" class=\"elementor elementor-11748\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1c3d2ac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1c3d2ac\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ef2064e\" data-id=\"ef2064e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4bc9f40 elementor-widget elementor-widget-text-editor\" data-id=\"4bc9f40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>The objective of the Smart Grids modeling course is to address the following themes:<\/strong><\/p><ul><li>Complex adaptive systems<\/li><li>Modeling and simulation<\/li><li>Multi-agent modeling<\/li><li>Smart Buildings and microgrids<\/li><li>Eco-districts, aggregators and Virtual power plants<\/li><li>The intelligent electricity grid (Smart Grid)<\/li><li>Connection of smart networks (P2G, V2G, water distribution network, heating network)<\/li><\/ul><p><strong>The following skills will be developed:<\/strong><\/p><ul><li>Systemic modeling<\/li><li>Multi-agent modeling<\/li><li>NetLogo software<\/li><li>In-depth knowledge of Smart Grids<\/li><\/ul><p><strong>Rating:<\/strong><\/p><p>Students will be graded via a project over 3 sessions.<\/p><p>There is no final exam or continuous assessment.<\/p><p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-11756 size-full\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2021\/03\/200px-Logo_ENSTA_Paris.jpg\" alt=\"smart grid modeling\" width=\"200\" height=\"293\" title=\"\"><\/p><p><em>The Course is taught at ENSTA and belongs to ENSTA. It is made up of 8 sessions, the content of which is set out below.<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a36c01a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a36c01a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-462e7de\" data-id=\"462e7de\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c096ff8 elementor-widget elementor-widget-heading\" data-id=\"c096ff8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/complex-systems-ai.com\/en\/algorithmic\/modeling-of-smart-grids\/#Contenus-de-cours-Modelisation-de-Smart-Grids\" >Smart Grids Modeling Course Content<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Contenus-de-cours-Modelisation-de-Smart-Grids\"><\/span>Smart Grids Modeling Course Content<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8a038dd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8a038dd\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-04b13ab\" data-id=\"04b13ab\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-65b04d3 elementor-tabs-view-vertical elementor-widget elementor-widget-tabs\" data-id=\"65b04d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-tabs\">\n\t\t\t<div class=\"elementor-tabs-wrapper\" role=\"tablist\" >\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1061\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1061\" aria-expanded=\"false\">Session 1<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1062\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1062\" aria-expanded=\"false\">Session 2<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1063\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1063\" aria-expanded=\"false\">Session 3<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1064\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1064\" aria-expanded=\"false\">Session 4<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1065\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1065\" aria-expanded=\"false\">Session 5<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1066\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1066\" aria-expanded=\"false\">Session 6<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1067\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"7\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1067\" aria-expanded=\"false\">Session 7<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1068\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"8\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1068\" aria-expanded=\"false\">Session 8<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"elementor-tabs-content-wrapper\" role=\"tablist\" aria-orientation=\"vertical\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1061\" aria-expanded=\"false\">Session 1<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1061\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1061\" tabindex=\"0\" hidden=\"false\"><p>Contents :<\/p><ul><li>Complex system<\/li><li>Multi-agent model<\/li><\/ul><p><a href=\"https:\/\/docs.google.com\/presentation\/d\/17BYId0xFj2Mbrkg6QpgUCDDcN_LmZeBk9PRYOtX6EEs\/edit?usp=sharing\" target=\"_blank\" rel=\"noopener\">Course link<\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1062\" aria-expanded=\"false\">Session 2<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1062\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1062\" tabindex=\"0\" hidden=\"hidden\"><p>Contents :<\/p><ul><li>Multi-agent systems<\/li><li>The agents<\/li><li>Systems<\/li><\/ul><p><a href=\"https:\/\/docs.google.com\/presentation\/d\/1vy2UTLJgdgkU9GWKYnJN5xeRahzwXz_u2TGsO9RK43s\/edit?usp=sharing\" target=\"_blank\" rel=\"noopener\">Course link<\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1063\" aria-expanded=\"false\">Session 3<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1063\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1063\" tabindex=\"0\" hidden=\"hidden\"><p>Contents :<\/p><ul><li>Introducing NetLogo<\/li><li>Cellular automaton model<\/li><li>Movement and interactions of agents<\/li><\/ul><p><a href=\"https:\/\/docs.google.com\/presentation\/d\/1vEtSxCWb0PU4xJD1fVdybkXlhAaT7FEPFr6MeE0WWu4\/edit?usp=sharing\" target=\"_blank\" rel=\"noopener\">Course link<\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1064\" aria-expanded=\"false\">Session 4<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1064\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1064\" tabindex=\"0\" hidden=\"hidden\"><p>Contents :<\/p><ul><li>Netlogo software<\/li><li>Reactive agents<\/li><li>Emergence<\/li><li>Self-organization<\/li><\/ul><p><a href=\"https:\/\/docs.google.com\/presentation\/d\/1s8oklV1kATNDgfYFlx3N1Voqhwde2t-FPjEgM_7knUo\/edit?usp=sharing\" target=\"_blank\" rel=\"noopener\">Course link<\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1065\" aria-expanded=\"false\">Session 5<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1065\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1065\" tabindex=\"0\" hidden=\"hidden\"><p>Contents :<\/p><ul><li>The Smart Grid<\/li><li>Challenges<\/li><li>The Paradigm shift<\/li><\/ul><p><a href=\"https:\/\/docs.google.com\/presentation\/d\/1wCAbGgm_PHSeUP7Om8jJNybjefAVhU5QzOxOOqtWdB0\/edit?usp=sharing\" target=\"_blank\" rel=\"noopener\">Course link<\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1066\" aria-expanded=\"false\">Session 6<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1066\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1066\" tabindex=\"0\" hidden=\"hidden\"><p>Contents :<\/p><ul><li>Smart Grids<\/li><\/ul><p>Mini-project :<\/p><ul><li>VPPs<\/li><\/ul><p><a href=\"https:\/\/docs.google.com\/presentation\/d\/1fp5i_ndhS3OrWapRrULDAbaEaNZOYRPeN4vPnAzJL2w\/edit?usp=sharing\" target=\"_blank\" rel=\"noopener\">Course link<\/a><\/p><p><a href=\"https:\/\/complex-systems-ai.com\/en\/projet-netlogo-vpp-2021\/\">Project Link<\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"7\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1067\" aria-expanded=\"false\">Session 7<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1067\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1067\" tabindex=\"0\" hidden=\"hidden\"><p>Project :<\/p><ul><li>Netlogo and Electric Vehicles<\/li><\/ul><p><a href=\"https:\/\/complex-systems-ai.com\/en\/netlogo-vehicules-electriques-projet-2021\/\">Project Link<\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"8\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1068\" aria-expanded=\"false\">Session 8<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1068\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1068\" tabindex=\"0\" hidden=\"hidden\"><p>Project :<\/p><ul><li>Netlogo and Smart City<\/li><\/ul><p><a href=\"https:\/\/complex-systems-ai.com\/en\/netlogo-smart-city-2021\/\">Project Link<\/a><\/p><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>The objective of the Smart Grids modeling course is to address the following themes: Complex adaptive systems Modeling and simulation The\u2026 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