{"id":12,"date":"2024-02-02T15:41:45","date_gmt":"2024-02-02T15:41:45","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/?page_id=12"},"modified":"2024-02-02T15:42:36","modified_gmt":"2024-02-02T15:42:36","slug":"introduction-and-project-summary","status":"publish","type":"page","link":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/introduction-and-project-summary\/","title":{"rendered":"Introduction and Project Summary"},"content":{"rendered":"<p>Our project tackles the challenge of managing power flow in microgrids, especially with the increasing use of renewable energy. We&#8217;re creating a new solution using a differential-dynamic programming solver within the SUGAR-3 framework. This approach is unique for microgrids with dynamic renewable energy and battery storage. We&#8217;re also building a simple web interface for experts to design and simulate microgrids, showcasing optimal control settings and grid states. Additionally, we&#8217;re incorporating machine learning to predict renewable energy output and load usage. Overall, our project aims to make microgrid management more efficient and user-friendly for everyone.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our project tackles the challenge of managing power flow in microgrids, especially with the increasing use of renewable energy. We&#8217;re creating a new solution using a differential-dynamic programming solver within the SUGAR-3 framework. This approach is unique for microgrids with dynamic renewable energy and battery storage. We&#8217;re also building a simple web interface for experts &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/introduction-and-project-summary\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Introduction and Project Summary&#8221;<\/span><\/a><\/p>\n","protected":false},"author":864,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/wp-json\/wp\/v2\/pages\/12"}],"collection":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/wp-json\/wp\/v2\/users\/864"}],"replies":[{"embeddable":true,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/wp-json\/wp\/v2\/comments?post=12"}],"version-history":[{"count":3,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/wp-json\/wp\/v2\/pages\/12\/revisions"}],"predecessor-version":[{"id":16,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/wp-json\/wp\/v2\/pages\/12\/revisions\/16"}],"wp:attachment":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamd1\/wp-json\/wp\/v2\/media?parent=12"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}