{"id":1378,"date":"2025-12-13T15:58:54","date_gmt":"2025-12-13T07:58:54","guid":{"rendered":"https:\/\/www.translab.top\/?p=1378"},"modified":"2026-03-14T15:59:39","modified_gmt":"2026-03-14T07:59:39","slug":"academic-lecture-research-on-integrated-transportation-and-energy-systems-considering-heterogeneity-in-new-energy-vehicle-usage-patterns","status":"publish","type":"post","link":"https:\/\/www.translab.top\/index.php\/en\/2025\/12\/13\/academic-lecture-research-on-integrated-transportation-and-energy-systems-considering-heterogeneity-in-new-energy-vehicle-usage-patterns\/","title":{"rendered":"Academic Lecture | Research on Integrated Transportation and Energy Systems Considering Heterogeneity in New Energy Vehicle Usage Patterns"},"content":{"rendered":"\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"163\" height=\"222\" src=\"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/03\/1-3.png\" alt=\"\" class=\"wp-image-1375\"\/><\/figure>\n\n\n\n<p>On December 12, 2025, the TRANS Research Group invited Dr. Xu Hao from the University of Science and Technology Beijing to deliver an academic lecture titled &#8220;Research on Integrated Transportation and Energy Systems Considering Heterogeneity in New Energy Vehicle Usage Patterns.&#8221;<\/p>\n\n\n\n<p>To address challenges such as the heterogeneity in electric vehicle (EV) travel behavior and the uncertainty of renewable energy generation, the report proposed a &#8220;Travel Characteristic-Oriented Reinforcement Learning Charging-Discharging Control Framework.&#8221; This framework utilizes the DQN algorithm to achieve joint energy scheduling for electric vehicles, buildings, and photovoltaic systems (V2B-PV), delivering system performance that closely approaches that of offline optimization algorithms. In tests using real-world data, the proposed reinforcement learning control strategy demonstrated significant improvements over traditional control algorithms: reducing charging costs by 55%, decreasing carbon emissions by 11.6%, and increasing photovoltaic utilization to 95%. Furthermore, the system quantifies the Value of Information (VoI) of EV travel time and building load data for charging-discharging management strategies. With high computational efficiency at the millisecond scale, the strategy is well-suited for near real-time control scenarios, providing a new paradigm for intelligent transportation-building-grid synergy.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>On December 12, 2025, the TRANS Research Group invited  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1302,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[74],"tags":[],"class_list":["post-1378","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-lectures"],"blocksy_meta":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/www.translab.top\/wp-content\/uploads\/2026\/03\/\u8bb2\u5ea7\u5c01\u9762-1.png","_links":{"self":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts\/1378","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/comments?post=1378"}],"version-history":[{"count":1,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts\/1378\/revisions"}],"predecessor-version":[{"id":1379,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/posts\/1378\/revisions\/1379"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/media\/1302"}],"wp:attachment":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/media?parent=1378"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/categories?post=1378"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/tags?post=1378"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}