{"id":388,"date":"2024-12-20T22:36:50","date_gmt":"2024-12-20T22:36:50","guid":{"rendered":"http:\/\/www.kriesi.at\/themes\/enfold-restaurant-one-page\/?p=1"},"modified":"2025-06-27T07:35:15","modified_gmt":"2025-06-27T07:35:15","slug":"lines-of-research","status":"publish","type":"post","link":"https:\/\/ruletproject.com\/index.php\/en\/2024\/12\/20\/lines-of-research\/","title":{"rendered":"? Introducing RUL-ET&#8217;s lines of research! ?"},"content":{"rendered":"<div  class='flex_column av-1vs44-4ad76ae3009f75c59c177e9280825100 av_one_full  avia-builder-el-0  el_before_av_button  avia-builder-el-first  first flex_column_div  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1mnebw-42b0c64a4fa1e9abcbd5d04e737399a9\">\n#top .av-special-heading.av-1mnebw-42b0c64a4fa1e9abcbd5d04e737399a9{\npadding-bottom:10px;\ncolor:#124070;\n}\nbody .av-special-heading.av-1mnebw-42b0c64a4fa1e9abcbd5d04e737399a9 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-1mnebw-42b0c64a4fa1e9abcbd5d04e737399a9 .special-heading-inner-border{\nborder-color:#124070;\n}\n.av-special-heading.av-1mnebw-42b0c64a4fa1e9abcbd5d04e737399a9 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-1mnebw-42b0c64a4fa1e9abcbd5d04e737399a9 av-special-heading-h2 custom-color-heading  avia-builder-el-1  el_before_av_slideshow  avia-builder-el-first '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >? Introducing RUL-ET\u2019s lines of research! ?<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n<div  class='avia-slideshow av-m7iynjdn-6421e03a25a329971617411f5b6dc2e8 avia-slideshow-1536x1536 av_slideshow avia-slide-slider  avia-builder-el-2  el_after_av_heading  el_before_av_hr  av-slideshow-ui av-control-default av-slideshow-manual av-loop-once av-loop-manual-endless av-default-height-applied avia-slideshow-1' data-slideshow-options=\"{&quot;animation&quot;:&quot;slide&quot;,&quot;autoplay&quot;:false,&quot;loop_autoplay&quot;:&quot;once&quot;,&quot;interval&quot;:5,&quot;loop_manual&quot;:&quot;manual-endless&quot;,&quot;autoplay_stopper&quot;:false,&quot;noNavigation&quot;:false,&quot;bg_slider&quot;:false,&quot;keep_padding&quot;:false,&quot;hoverpause&quot;:false,&quot;show_slide_delay&quot;:0}\"  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><ul class='avia-slideshow-inner ' style='padding-bottom: 75.9765625%;'><li  class='avia-slideshow-slide av-m7iynjdn-6421e03a25a329971617411f5b6dc2e8__0  slide-1 slide-odd'><div data-rel='slideshow-1' class='avia-slide-wrap '   ><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-3758 avia-img-lazy-loading-not-3758\"  src=\"https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857079-1536x1167.jpeg\" width=\"1536\" height=\"1167\" title='' alt=''  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857079-1536x1167.jpeg 1536w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857079-300x228.jpeg 300w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857079-1030x783.jpeg 1030w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857079-768x584.jpeg 768w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857079-1500x1140.jpeg 1500w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857079-705x536.jpeg 705w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857079-200x152.jpeg 200w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857079.jpeg 2021w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/div><\/li><li  class='avia-slideshow-slide av-m7iynjdn-6421e03a25a329971617411f5b6dc2e8__1  slide-2 slide-even'><div data-rel='slideshow-1' class='avia-slide-wrap '   ><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-3759 avia-img-lazy-loading-not-3759\"  src=\"https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857877-1536x864.jpeg\" width=\"1536\" height=\"864\" title='' alt=''  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857877-1536x864.jpeg 1536w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857877-300x169.jpeg 300w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857877-1030x579.jpeg 1030w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857877-768x432.jpeg 768w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857877-1500x844.jpeg 1500w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857877-705x397.jpeg 705w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857877-200x113.jpeg 200w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700857877.jpeg 2048w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/div><\/li><li  class='avia-slideshow-slide av-m7iynjdn-6421e03a25a329971617411f5b6dc2e8__2  slide-3 slide-odd'><div data-rel='slideshow-1' class='avia-slide-wrap '   ><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-3756 avia-img-lazy-loading-not-3756\"  src=\"https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700855882.jpeg\" width=\"366\" height=\"180\" title='' alt=''  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700855882.jpeg 366w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700855882-300x148.jpeg 300w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700855882-200x98.jpeg 200w\" sizes=\"(max-width: 366px) 100vw, 366px\" \/><\/div><\/li><li  class='avia-slideshow-slide av-m7iynjdn-6421e03a25a329971617411f5b6dc2e8__3  slide-4 slide-even'><div data-rel='slideshow-1' class='avia-slide-wrap '   ><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-3757 avia-img-lazy-loading-not-3757\"  src=\"https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700856476-1536x616.jpeg\" width=\"1536\" height=\"616\" title='' alt=''  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700856476-1536x616.jpeg 1536w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700856476-300x120.jpeg 300w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700856476-1030x413.jpeg 1030w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700856476-768x308.jpeg 768w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700856476-1500x601.jpeg 1500w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700856476-705x283.jpeg 705w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700856476-200x80.jpeg 200w, https:\/\/ruletproject.com\/wp-content\/uploads\/2025\/01\/1734700856476.jpeg 2048w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/div><\/li><\/ul><div class='avia-slideshow-arrows avia-slideshow-controls' ><a href='#prev' class='prev-slide ' aria-hidden='true' data-av_icon='\ue87c' data-av_iconfont='entypo-fontello'  tabindex='-1'>Anterior<\/a><a href='#next' class='next-slide ' aria-hidden='true' data-av_icon='\ue87d' data-av_iconfont='entypo-fontello'  tabindex='-1'>Posterior<\/a><\/div><div class='avia-slideshow-dots avia-slideshow-controls'><a href='#1' class='goto-slide active' >1<\/a><a href='#2' class='goto-slide ' >2<\/a><a href='#3' class='goto-slide ' >3<\/a><a href='#4' class='goto-slide ' >4<\/a><\/div><\/div><br \/>\n<div  class='hr av-b2bt0-37850f7a637fb1b848c67fbf3bbd8320 hr-default  avia-builder-el-3  el_after_av_slideshow  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-9bs9g-0706db6b4f276ee826efd201a87652e4\">\n#top .av_textblock_section.av-9bs9g-0706db6b4f276ee826efd201a87652e4 .avia_textblock{\nfont-size:15px;\ncolor:#17396c;\n}\n<\/style>\n<section  class='av_textblock_section av-9bs9g-0706db6b4f276ee826efd201a87652e4 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p>\u2728 The lines of research are grouped into 3 key areas<\/p>\n<p><strong>STRATEGIES FOR EFFICIENT DATASET GENERATION:<\/strong><br \/>\n? Acceleration of physical tests in the laboratory<br \/>\n? Simulation of failure data<\/p>\n<p><strong>DECISION-MAKING TOOLS FOR PREDICTIVE MAINTENANCE<\/strong><br \/>\n?Multi-objective optimization<br \/>\n?Uncertainty management<\/p>\n<p><strong>COMPONENT CONDITION MONITORING USING AI<\/strong><br \/>\n?Structural health diagnosis<br \/>\n?Degradation assessment<br \/>\n?Flexible and generalizable prediction models<\/p>\n<p>? We highlight the data sources that we will use to generate the datasets!<\/p>\n<p>? Real environment: hashtag#HarshLab by TECNALIA Research &#038; Innovation<br \/>\n? Controlled environment: hashtag#WaveFlume by UPV\/EHU and hashtag#fatigue#hashtagbank by Mondragon Goi Eskola Politeknikoa<br \/>\n? Synthetic data: numerical simulations<\/p>\n<p>hashtag#research hashtag#funding hashtag#umbilical hashtag#floating<\/p>\n<\/div><\/section><\/p><\/div>\n<div  class='avia-button-wrap av-m7jcr7w6-319f3abc8c661513f91d138fae2155c4-wrap avia-button-center  avia-builder-el-5  el_after_av_one_full  el_before_av_section  avia-builder-el-last '><a href='https:\/\/ruletproject.com\/index.php\/en\/rul-et-project-en\/'  class='avia-button av-m7jcr7w6-319f3abc8c661513f91d138fae2155c4 av-link-btn avia-icon_select-yes-left-icon avia-size-small avia-position-center avia-color-theme-color'   aria-label=\"Back to home\"><span class='avia_button_icon avia_button_icon_left' aria-hidden='true' data-av_icon='\ue830' data-av_iconfont='entypo-fontello'><\/span><span class='avia_iconbox_title' >Back to home<\/span><\/a><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" 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All rights reserved.<br \/>\n<a href=\"https:\/\/ruletproject.com\/index.php\/en\/privacy-policy\/\">Privacy Policy<\/a>\u00a0|\u00a0<a href=\"https:\/\/ruletproject.com\/index.php\/en\/legal-notice\/\">Legal Notice<\/a>\u00a0|\u00a0<a href=\"https:\/\/ruletproject.com\/index.php\/en\/cookies-policy\/\">Cookies Policy<\/a><\/p>\n<\/div><\/section>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_2'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-388'><div class='entry-content-wrapper clearfix'><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":3758,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36],"tags":[],"class_list":["post-388","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria-en"],"_links":{"self":[{"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/posts\/388","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/comments?post=388"}],"version-history":[{"count":16,"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/posts\/388\/revisions"}],"predecessor-version":[{"id":3987,"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/posts\/388\/revisions\/3987"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/media\/3758"}],"wp:attachment":[{"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/media?parent=388"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/categories?post=388"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ruletproject.com\/index.php\/wp-json\/wp\/v2\/tags?post=388"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}