{"id":17859,"date":"2017-06-29T00:00:00","date_gmt":"2017-06-29T00:00:00","guid":{"rendered":"https:\/\/carsp.ca\/?p=17859"},"modified":"2022-11-09T18:41:20","modified_gmt":"2022-11-09T18:41:20","slug":"safety-evaluation-of-signalized-intersections-with-automated-vehicles-at-various-penetration-levels-based-on-conflict-analysis-of-simulated-traffic","status":"publish","type":"post","link":"https:\/\/carsp.ca\/en\/presentations-and-papers\/carsp-conference-acpser-toronto-2017\/safety-evaluation-of-signalized-intersections-with-automated-vehicles-at-various-penetration-levels-based-on-conflict-analysis-of-simulated-traffic\/","title":{"rendered":"Safety Evaluation of Signalized Intersections with Automated Vehicles at Various Penetration Levels based on Conflict Analysis of Simulated Traffic"},"content":{"rendered":"Author(s): Maria Espinosa<br \/>\r\n<span class=\"red bold\">Student Paper Competition: 1st Place<\/span>\n<h2>Slidedeck Presentation:<\/h2>\n<p><a href=\"https:\/\/carsp.ca\/wp-content\/uploads\/2017\/06\/2A_2_Espinosa.pdf\">2A_2_Espinosa<\/a><\/p>\n<div class=\"su-divider su-divider-style-default\" style=\"margin:15px 0;border-width:1px;border-color:#ccc\"><\/div>\n<h2>Abstract:<\/h2>\n<p>Automated vehicles (AVs) are expected to offer great benefits by potentially reducing crashes.<br \/>\nThe safety at signalized intersections is influenced by several factors, one of them being the<br \/>\ndriving behavior. By introducing AVs on the roads, the unpredictability of this factor will<br \/>\npotentially decrease and eventually, reduce crashes. By using micro-simulation, it was possible<br \/>\nto use simulated traffic conflicts as indicators of potential crashes, to analyze the potential safety<br \/>\nof signalized intersections in the presence of automated vehicles. The objective was to compare<br \/>\ncrash frequency for signalized intersections at various AVs penetration levels (0%, 50%, and<br \/>\n100%) by using prediction models that relate crashes to conflicts. Furthermore, the effect on<br \/>\ncrashes by introducing a hypothetical left turn protection treatment was also evaluated. The<br \/>\nresults indicated that intersection safety may improve in the presence of AVs. However, the<br \/>\nsafety effects of treatments may be reduced compared to the effects with no AVs.<\/p>\n<p><div class=\"su-divider su-divider-style-default\" style=\"margin:15px 0;border-width:1px;border-color:#ccc\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Maria Espinosa<br \/>\n<span class=\"red bold\">Student Paper Competition: 1st Place<\/span><\/p>\n","protected":false},"author":163,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_kad_post_transparent":"default","_kad_post_title":"default","_kad_post_layout":"default","_kad_post_sidebar_id":"","_kad_post_content_style":"default","_kad_post_vertical_padding":"default","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[341,346],"tags":[],"class_list":["post-17859","post","type-post","status-publish","format-standard","hentry","category-carsp-conference-acpser-toronto-2017","category-research-and-evaluation"],"acf":[],"_links":{"self":[{"href":"https:\/\/carsp.ca\/en\/wp-json\/wp\/v2\/posts\/17859","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carsp.ca\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/carsp.ca\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/carsp.ca\/en\/wp-json\/wp\/v2\/users\/163"}],"replies":[{"embeddable":true,"href":"https:\/\/carsp.ca\/en\/wp-json\/wp\/v2\/comments?post=17859"}],"version-history":[{"count":4,"href":"https:\/\/carsp.ca\/en\/wp-json\/wp\/v2\/posts\/17859\/revisions"}],"predecessor-version":[{"id":20644,"href":"https:\/\/carsp.ca\/en\/wp-json\/wp\/v2\/posts\/17859\/revisions\/20644"}],"wp:attachment":[{"href":"https:\/\/carsp.ca\/en\/wp-json\/wp\/v2\/media?parent=17859"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/carsp.ca\/en\/wp-json\/wp\/v2\/categories?post=17859"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/carsp.ca\/en\/wp-json\/wp\/v2\/tags?post=17859"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}