{"id":116,"date":"2025-06-11T06:26:02","date_gmt":"2025-06-11T06:26:02","guid":{"rendered":"https:\/\/uritmis.grad.hr\/wordpress\/?p=116"},"modified":"2025-12-19T08:38:24","modified_gmt":"2025-12-19T08:38:24","slug":"the-possibility-of-using-machine-learning-for-network-wide-predictive-maintenance-on-urban-railway-tracks-uritmis-project-case-study","status":"publish","type":"post","link":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/2025\/06\/11\/the-possibility-of-using-machine-learning-for-network-wide-predictive-maintenance-on-urban-railway-tracks-uritmis-project-case-study\/","title":{"rendered":"CETRA 2024 conference: The possibility of using machine learning for network-wide predictive maintenance on urban railway tracks \u2013 URITMIS project case study"},"content":{"rendered":"\n<p class=\"has-accent-1-color has-text-color has-link-color wp-elements-8baa50161832a1f019b8e2570cef49f3\">Haladin, Ivo; <br>Burna\u0107, Kre\u0161imir; <br>Bani\u010dek, Maja; <br>Vrane\u0161i\u0107, Katarina; <br>Trifunovi\u0107, Nenad<\/p>\n\n\n\n<p>Our project leader assoc. prof. Ivo Haladin PhD has presented the paper titled<\/p>\n\n\n\n<p>&#8220;<strong>The possibility of using machine learning for network-wide predictive maintenance on urban railway tracks &#8211; URITMIS<\/strong> <strong>project overview<\/strong>&#8221; <\/p>\n\n\n\n<p>in the special session &#8221; Vibration based rail infrastructure monitoring and assessment&#8221; on the CETRA 2024 conference held in Cavtat, Croatia from 15 &#8211; 17 May 2024.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Hall-C-Bobara-39-1024x683.jpg\" alt=\"\" class=\"wp-image-390\" srcset=\"https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Hall-C-Bobara-39-1024x683.jpg 1024w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Hall-C-Bobara-39-300x200.jpg 300w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Hall-C-Bobara-39-768x512.jpg 768w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Hall-C-Bobara-39-1536x1024.jpg 1536w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Hall-C-Bobara-39-2048x1365.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><em>more information about the paper below:<\/em> <a href=\"https:\/\/cetra.grad.hr\/ocs\/index.php\/cetra8\/cetra2024\/paper\/view\/1510\">https:\/\/cetra.grad.hr\/ocs\/index.php\/cetra8\/cetra2024\/paper\/view\/1510<\/a><\/p>\n\n\n\n<p>Road and Rail Infrastructure VIII, Proceedings of the Conference CETRA 2024 \/ Laku\u0161i\u0107, Stjepan (ur.), Zagreb: University of Zagreb Faculty of Civil Engineering, 2024. str. 1063-1070. doi: <a href=\"https:\/\/doi.org\/10.5592\/CO\/CETRA.2024.1510\">https:\/\/doi.org\/10.5592\/CO\/CETRA.2024.1510<\/a><\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\"><\/figure>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"573\" data-id=\"386\" src=\"https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154127-1024x573.jpg\" alt=\"\" class=\"wp-image-386\" srcset=\"https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154127-1024x573.jpg 1024w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154127-300x168.jpg 300w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154127-768x430.jpg 768w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154127.jpg 1231w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" data-id=\"391\" src=\"https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154550-1024x572.jpg\" alt=\"\" class=\"wp-image-391\" srcset=\"https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154550-1024x572.jpg 1024w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154550-300x168.jpg 300w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154550-768x429.jpg 768w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154550.jpg 1231w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" data-id=\"385\" src=\"https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154211-1024x572.jpg\" alt=\"\" class=\"wp-image-385\" srcset=\"https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154211-1024x572.jpg 1024w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154211-300x168.jpg 300w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154211-768x429.jpg 768w, https:\/\/uritmis.grad.hr\/wordpress\/wp-content\/uploads\/2025\/06\/Snimka-zaslona-2025-12-18-154211.jpg 1231w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Haladin, Ivo; Burna\u0107, Kre\u0161imir; Bani\u010dek, Maja; Vrane\u0161i\u0107, Katarina; Trifunovi\u0107, Nenad Our project leader assoc. prof. Ivo Haladin PhD has presented the paper titled &#8220;The possibility of using machine learning for network-wide predictive maintenance on urban railway tracks &#8211; URITMIS project overview&#8221; in the special session &#8221; Vibration based rail infrastructure monitoring and assessment&#8221; on the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":80,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-116","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-conferences"],"_links":{"self":[{"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/posts\/116","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/comments?post=116"}],"version-history":[{"count":3,"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/posts\/116\/revisions"}],"predecessor-version":[{"id":430,"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/posts\/116\/revisions\/430"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/media\/80"}],"wp:attachment":[{"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/media?parent=116"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/categories?post=116"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uritmis.grad.hr\/wordpress\/index.php\/wp-json\/wp\/v2\/tags?post=116"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}