{"id":5149,"date":"2021-06-11T15:06:45","date_gmt":"2021-06-11T15:06:45","guid":{"rendered":"https:\/\/www.digitalfutures.kth.se\/?page_id=5149"},"modified":"2024-04-08T09:44:40","modified_gmt":"2024-04-08T07:44:40","slug":"learning-in-routing-games-for-sustainable-electromobility-rose","status":"publish","type":"page","link":"https:\/\/wpmu-tris.sys.kth.se\/digitalfutures\/research\/c3aidti-projects\/completed-c3-ai-dti-projects\/learning-in-routing-games-for-sustainable-electromobility-rose\/","title":{"rendered":"Learning in Routing Games for Sustainable Electromobility"},"content":{"rendered":"<p><em>Objective<br \/>\n<\/em>The Learning in Routing Games for Sustainable Electromobility (RoSE) project will employ large-scale simulation, learning, and game theory to develop sustainability-aware traffic routing tools. The tools will leverage and fuse heterogeneous, noisy, and often incomplete data from various sources, such as infrastructure condition data, traffic flow data, and power distribution grid data. The key contribution is to account for operational costs, infrastructure condition deterioration, and environmental externalities in the design of socially desirable, sustainable\u00a0traffic routing mechanisms. We will address questions such as: How should heavy-duty vehicles be routed at scale to find a good trade-off between operational costs, sustainability, and electric power grid constraints?<\/p>\n<p><em>Background<br \/>\n<\/em><span lang=\"EN-US\">The transportation sector is the largest contributor to greenhouse gas emissions worldwide (about 24% of CO2 emissions in the EU and about 28% in the USA). The electrification of road transportation presents an opportunity to defer emissions from roads to electric power generation. However, the ambition to achieve zero-emission mobility requires a new, sustainability-oriented approach to transportation planning at a societal scale, respecting infrastructural constraints and individual incentives while being resilient to infrastructure component failures and data uncertainty. A promising approach is using digital traffic routing tools that maximise green energy utilisation while respecting other vital environmental constraints.<\/span><\/p>\n<p><em>Crossdisciplinary collaboration<br \/>\n<\/em>RoSE is a collaboration between KTH (EECS and ABE school) and MIT (Department of Civil and Environmental Engineering) in Cambridge, USA.<\/p>\n<p><strong>Watch the recorded presentation at the Digitalize in Stockholm 2023 event:<\/strong><\/p>\n<div class=\"embed-wrapper\"><iframe title=\"BREAKOUT 3 - Smart Mobility: Learning in Routing Games for Sustainable ElectromobilityRoSE\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/Cb9OJS24PiE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Employ large-scale simulation, learning, and game theory to develop sustainability-aware traffic routing tools. The tools will leverage and fuse heterogeneous, noisy, and&#8230;<\/p>\n","protected":false},"author":46,"featured_media":5167,"parent":13592,"menu_order":120,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-5149","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Learning in Routing Games for Sustainable Electromobility &#8212; Digital Futures<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Learning in Routing Games for Sustainable Electromobility &#8212; Digital Futures\" \/>\n<meta property=\"og:description\" content=\"Employ large-scale simulation, learning, and game theory to develop sustainability-aware traffic routing tools. 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